SlideShare a Scribd company logo
1 of 8
Download to read offline
International Journal of Research in Engineering and Science (IJRES)
ISSN (Online): 2320-9364, ISSN (Print): 2320-9356
www.ijres.org Volume 3 Issue 8 ǁ August. 2015 ǁ PP.07-14
www.ijres.org 7 | Page
The Overview of Cloud Manufacturing Technology Research
Lan Xiao-gang, Mao Jian
(College of Mechanical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China)
ABSTRACT : Cloud manufacturing (CM) is a new, service-oriented and web-based manufacturing model.
Through the virtualization and servitization of manufacturing resources and manufacturing capabilities, it is
aimed to achieve large-scale gains, multi-win-win situation and highly efficient sharing and collaboration of
distributed resources. Based on the currently related cloud manufacturing researches, this paper introduces the
background of cloud manufacturing, then describes and analyzes its definition, system composition and
operational principle, system architecture, typical characteristics, key technologies. Current application status
of cloud manufacturing is summarized from different angles. Finally, the conclusion and outlook is given.
Keywords –Cloud Manufacturing, Cloud Service, Manufacturing Mode, Manufacturing Resource, Sharing,
Collaboration
I. INTRODUCTION
Manufacturing industry has always been a pillar industry of China's industrial development, the basic
condition of the realization for industrialization, an important manifestation of the comprehensive national
strength and technical level, the significant guarantee of national security [1]. Since the reform and opening up,
China's manufacturing industry, a strong impetus to the process of industrialization and modernization, has been
developing sustainably and rapidly, but compared with the world advanced level, manufacturing industry of our
country is still a big but not strong in the capability of independent innovation, resource utilization efficiency,
the level of industrial structure, the degree of information, quality and efficiency, etc. [2]. Manufacturing
industry, as an important and difficult fusion of the industrialization and information, its structure adjustment,
transformation and upgrading, quality and efficiency improving is bound to vigorously promote the integration
of informatization and industrialization [3].
In recent years, with the development and application of new information technology, such as cloud
computing [4], internet of things [5], intelligence science, high performance computing and so on, the level of
manufacturing informatization has been improved continuously. Represented by Application Service Provider
(ASP), Manufacturing Grid (MG), Agile Manufacturing (AM), etc., the emergence of networked manufacturing
modes, have promoted the ability of rapid response to the market demand in the manufacturing industries,
enhancing the core competitiveness of enterprises, the large-scale collaborative manufacturing. So many fruitful
results in the fields of resource service, task management, workflow management, etc. have been achieved.
However, there are some problems in the current networked manufacturing modes, such as service mode,
manufacturing resource sharing and distribution technology, security and so on, which restrict its further
development and application. Thus, a new service-oriented networked manufacturing model called Cloud
Manufacturing (CMfg) was put forward [6].
Through the realization of sharing and collaboration of manufacturing resources, capabilities and
knowledge, based on the full use of cloud computing, Internet of things, the Internet, knowledge services,
virtualization and other technologies, cloud manufacturing is aimed to revitalize the stock of manufacturing
resources, improve the utilization of resources and reduce the cost of the use of social resources. That is means,
to some extent, to develop low-carbon economy, take the road of green manufacturing [7].
II. RESEARCH STATUS OF CLOUD MANUFACTURING
After the concept of cloud manufacturing put forward, it has a widely impact in all walks of life
(government, industry, academia, research). Under the support of the national "863 Plan", some technical talents
and innovative research teams from the field of cloud manufacturing have carried out lots of relevant researches,
involving the definition of cloud manufacturing, system composition and operation principle, system structure,
typical characteristic, key technologies, practical application. By the end of the current, some significant
achievements of the researches and applications of cloud manufacturing have been obtained.
2.1 Definition of cloud manufacturing
At the beginning of 2010, cloud manufacturing was put forward by the Ministry of science and technology
at the meeting of scientific and technical work about manufacturing informatization for the first time [8].
Integrating cloud computing, internet of things, high performance computing, service computing and other
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 8 | Page
information technologies [9], it provides an important way for the manufacturing industry to transform from
production-oriented to service-oriented. At first, because of cloud manufacturing is still a brand new concept
and model, there is no standard definition. Two definitions have been proposed earlier and widely recognized in
all walks of life. One definition of cloud manufacturing given by the Chinese Academy of Engineering Li Bohu
[10] is: Cloud manufacturing is a new intelligently networked manufacturing model, which is service-oriented,
highly efficient, consumes less energy, and is knowledge-based. It integrates the existing informatization
manufacturing, cloud computing, internet of things, semantic web, high performance computing, etc. Based on
the extension and innovation of the current networked manufacturing and service technologies, all kinds of
manufacturing resources and capacities will be virtualized, unified and centralized intelligently for management
and operation, to achieve intelligentialize, multi-win-win situation, general suitable and highly efficient sharing
and collaboration. The other one is defined by Yang Haicheng [11], the chief engineer of the China Aerospace
Science and Technology Corporation, Cloud manufacturing is an integrated product, integrating advanced
information technology, manufacturing technology, state-of-the-art internet of things technology and so on, is
the embodiment of the concept of manufacturing as a service. He believes that cloud manufacturing is frontier
concept in contemporary information technology, including cloud computing, etc., expanding the idea "software
as a service" into "manufacturing as a service. Under the extensive networked environment of resources, China's
manufacturing industries are supposed to provide high added value, low cost products and global manufacturing
services.
Subsequently, on the basis of the in-depth study of the characteristics and connotation of cloud
manufacturing, Li Chunquan et al.[12] proposed a relatively comprehensive and detailed definition of cloud
manufacturing: Cloud manufacturing is a new service-oriented manufacturing mode, which is web-based,
relying on cloud computing theory and framework, based on the networked manufacturing technologies and
methods, to take on-demand services as the core, take resource virtualization, multi-granularity and multi-scale
access control as a means, take resource sharing and task cooperation as the goal, take distribution, aggregation
of heterogeneous, autonomous domain resource or resource aggregation as cloud node, take network for the
media, and then to construct an open and dynamic collaborative work environment by transparent, simple and
flexible ways, providing universal, standard and normative manufacturing services.
2.2 Composition and operating principle of cloud manufacturing system
Cloud manufacturing is a new manufacturing model, which is based on manufacturing resources and
capabilities virtualization, in order to achieve large-scale gains, multi-win-win situation and distributed resource
sharing and collaborative [13]. Li Bohu et al. earlier proposed a cloud manufacturing system, its operating
principle, shown in Figure 1. In Figure 1, it can be seen that the system has three major components:
manufacturing resources and capabilities, manufacturing cloud, the whole manufacturing lifecycle applications.
In addition, this system also includes a core support (knowledge), two processes (import and export), and three
user types--resource providers, cloud operators and resource users. Based on the whole manufacturing lifecycle
activities, it essentially reflects the supply and demand service relationship, which is between cloud
manufacturing resource providers, cloud manufacturing platform operators and cloud manufacturing resource
demanders [14].
First of all, the various manufacturing resources [15] such as manufacturing equipment, computing
equipment, software, materials, etc. and capacities are encapsulated as cloud services. This process is called
manufacturing resources “import”. According to different manufacturing requirements, cloud services are
combined to form a manufacturing cloud. The cloud provides the whole manufacturing lifecycle applications
with diverse services. This process is called “export”. Knowledge plays a central role in supporting the entire
operating process of cloud manufacturing. It ensures that hard and soft manufacturing resource could be
intelligently embedded and virtualized encapsulation during import; it assists functions such as intelligent search
of cloud services during manufacturing management; and it facilitates smart cooperation of cloud services over
the whole manufacturing lifecycle. Thus it can be seen, in a cloud manufacturing system, knowledge-based
integration across the whole lifecycle is possible.
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 9 | Page
Fig.1 The operating principle of cloud manufacturing [16]
2.3 Architecture of cloud manufacturing
In January 2010, based on a service-oriented cloud manufacturing system model, which is an oriented
multi-user commercial operation model, Li Bohu et al. [10] proposed a cloud manufacturing service platform
system structure. The system includes five layers: all kinds of physical resources will be connected with network
in physical resources layer; physical resource connected with network will be virtualized and encapsulated into
cloud services in virtual resource layer; cloud task management, data management, service management and
other activities will be implemented in core resource layer; interfaces of application and management tools will
be provided to some professional manufacturing applications in application interface layer; the portal which is
used to access to the cloud manufacturing system and the man-machine interface will be provided to cloud
manufacturing user in application layer. After more than a year, on the basis of existing literatures and new
researches, academician Li Bohu [17] further discussed hierarchical architecture of the cloud manufacturing,
including the resource layer, middleware layer, the core services layer, portal layer and application layer, and
expanded the corresponding contents of each layer.
In March 2010, Yang Haicheng [11] preliminarily put forward a system structure of 5 layers of cloud
manufacturing. Physical resource layer includes computers, software, information resources, processing
equipment and so on; the physical resources will be virtualized and formed a logical resource as a whole in
logical resource layer; resource interface layer is mainly used to provide oriented-services and resource adapters;
the abilities such as calculation, simulation, processing, testing, etc will be provided in service content layer;
manufacturing problems layer involves new product development, complex problem solving, large-scale
simulation, etc. He pointed out that many aspects problems of the system structure need to be researched.
The above two kinds of cloud manufacturing architecture is earlier proposed in the research field of cloud
manufacturing and recognized from all walks of life. It presents a basic train of thought for research workers in
this field in the future and other representative cloud manufacturing architecture researches are shown in Table 1.
Researchers Year Layer Nos. Hierarchical classification
Object
oriented
Li Bohu et
al. [17]
2010 5
physical resources, virtual resources, core
resources, application interface, application
overall
system
Li Haicheng
[11]
2010 5
physical resources, logical resources, resource
interfaces, service, manufacturing issues
overall
system
Yin Chao et
al. [18]
2011 9
basic support, platform integration operating
environment, platform tools, resources, platform
service components, service modules, business
model, transaction, user
mid-small
enterprises
cluster
Zhan
Decheng et
al. [19]
2011 4
virtual manager, service software support platform,
service platform, service standard set
group
enterprise
cluster
Liu Siyan et 2012 4 physical resources, logical services, integrated micro and
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 10 | Page
al. [20] services, terminal applications small
enterprises
Huang
Biqing et
al.[21]
2013 12
resource, integrated operation platform, basic
support, durable service, engine, tool, service
component, service module, business model,
business, enterprise service bus, user
mid-small
enterprises
cluster
Yan Hongbo
et al. [22]
2014 6
resources, access, services, core services,
application interfaces, users
overall
system
Xiang Zhen
et al. [23]
2015 5
infrastructure as a service, platform as a service,
software as a service, service management, the
user to access
numerical
control
processing
enterprises
Table 1 Overview of cloud manufacturing system architecture
2.4 Typical characteristics of cloud manufacturing
The characteristics of cloud manufacturing were described and analyzed from different angles in Ref. [23-
27], shown in Table 2. In general, the characteristics of cloud manufacturing can be summarized as following:
complexity, dispersibility, targeted, networked, dynamic nature and uncertainty, etc.
Research
perspectives
Main viewpoints Proposer and time
macroscopic
perspective
Oriented service and demand, uncertainty, user
participation, transparency and integration, active, support
multiple users, support payment according to the need of
use, low threshold, outsourcing, agile, specialization,
based on capacity sharing and transactions, knowledge-
based, group innovation, green and low carbon
manufacturing
Tao Fei et al. (2011)
[24]
user interface
generalization and naturalness, intelligentialize and
mobility, virtualization and loose coupling, personalized
and the whole lifecycle can be customized
Ma Cuixia et al.
(2011) [25]
manufacturing
mode
manufacturing resources, self organization, cooperation,
on-demand, etc.
Meng Xiangxu et al.
(2011) [26]
manufacturing
resources and
capabilities
On the basis of the digitization (common feature), physical
association, virtualization, servitization, coordination,
intelligentialize
Li Bohu et al. (2012)
[27]
micro
perspective
massive resources, isomerism, complexity and coarse
granularity, user highly participation and diversity, strong
self-healing property
Zhu Linan (2014)
[28]
Table 2 Typical characteristics of cloud manufacturing
2.5 Key technologies of cloud manufacturing
The structure, operation, maintenance and management of cloud manufacturing are a complex systematic
engineering, involving many theoretical and technical problems need to be solved urgently. The present
researches mainly concentrate in five aspects [6,12-15,26,29], shown in Figure 2. Later, on the basis of the in-
depth study of the key technologies related to cloud manufacturing, Li Bohu et al summarized a more complete
cloud manufacturing technology system [10], including: overall technology, cloud manufacturing resource
embedded and perceptive technology, the virtualization and servitization technology of cloud manufacturing
resource and capacity, the virtualized cloud manufacturing service environment construction and management
technology, the virtualized cloud manufacturing services environment operation technology, the virtualized
cloud manufacturing service environment assessment techniques, the cloud manufacturing credible and safe
manufacturing service technology, the cloud manufacturing general suitable human-computer interaction
technology. The content of each technology was further expanded.
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 11 | Page
Key
techs
of
cloud
manufa
cturing
(CM)
Model
architecture
standards and
specifications
The cloud
tech
Cloud
services
integrated
management
tech
CM security
tech
CM business
management
mode and
tech
Multi-users, business operation, service-oriented CM architecture
Manufacturing resources trading, sharing and interoperation model
Related standard, protocol, specification, etc., as a cloud service access
standards, cloud services description specifications, etc
Participating in the bottom layer of CM physical device of intelligent
embedded terminal access tech, mutual access tech of cloud computing
Cloud terminal service definition encapsulation and release resources, the
development of virtualization tech and corresponding tools
Cloud request access and access to the CM platform techs, as well as
technical support platform users using the CM services
The internet of things tech
CM services to provide model and promote, cloud users (including cloud
end and cloud request end) management, authorization mechanism, etc
Highly efficient, intelligent CM services search and dynamic matching tech
Efficient and dynamic cloud service form, polymerization and storage
methods
CM tasks dynamically build and deploy, decomposition, resource service
coordination scheduling optimization configuration method
Cloud to provide access to resources and services management, such as the
unified interface definition and management, management, etc
CM terminal trusted access, publishing tech
CM reliable operation tech, etc
CM trusted network tech
System and service reliability tech, etc
Cloud terminal embedded trusted hardware
CM model of enterprise business processes under dynamic structure,
management and implementation tech
Cloud service cost, pricing, bargaining and operation strategy, and the
corresponding electronic payment tech, etc
CM model parties (cloud provides end, cloud request end, operators) credit
management mechanism and the implementation tech and so on
Fig. 2 Study on key technologies of cloud manufacturing
III. APPLICATION STATUS OF CLOUD MANUFACTURING
At present, although the theory of cloud manufacturing is in the primary stage, the cloud manufacturing
mode have been promoted and applied in many enterprises and institutions in China and abroad.
3.1 Application of foreign cloud manufacturing
Western developed countries have carried out lots of work related to the cloud manufacturing and made a
series of achievements. In 2000, the United States established a networked platform called MFG.COM, which
has become the world's largest manufacturing industry trading platform, providing the global manufacturing
partners fast and efficient service. By the end of 2012, there are nearly 20 million manufacturers provide
services to consumers on this platform [30]. Local-Motors.com, which is the networked platform of the United
States off-road racing car factory, adopts the way of service crowdsourcing, and all the individualized design
and manufacturing process in the whole car production process are crowdsourced to small and medium-sized
enterprises. Ponoko [31] is an on-demand production service provider. Its cloud platform used for product
customization provides accessible manufacturing resources to the designers and realizes the condition of product
development. Considering the cost of raw materials and the using time of production equipment, products are
priced. In addition, manufacturing cloud project was launched by the EU seventh framework in August 2010.
With the support of application--software as a service, the configurable manufacturing services will be provided
to the users and product customization, which is multi-user oriented and web-based, will be realized [32].
3.2 Application of domestic cloud manufacturing
Domestic research and promotion work of cloud manufacturing service platform is mainly concentrated in
group enterprises and small and medium-sized enterprises.
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 12 | Page
3.2.1 Cloud manufacturing service platform for aerospace complex products
Considering some characteristics such as the long development cycle of complex aerospace products,
involved more discipline fields and the uneven distribution of the group's internal resources, Aerospace Science
and Industry Corporation II Hospital and Beijing University of Aeronautics and Astronautics jointly set up a
cloud manufacturing service platform for aerospace complex products [27,33]. At present, some prominent
advantages such as high performance computing (more than 20 trillion times) resources have been accessed,
multi-disciplinary and large-scale analysis software and related resources are stored (more than 300T), the high-
end CNC machining equipments are equipped and the professional ability of cellular manufacturing system and
various manufacturing stages, have achieved the integration of the group's manufacturing resources and
capabilities, greatly reduced the cost and improved the group's resource utilization, informatization and
competitiveness.
3.2.2 BISWIT cloud services platform [34]
In order to realize the close collaboration of the external resources and core business such as enterprises
manufacturing process and others in small and medium-sized enterprises, Enwei Collaborative Technology Co.,
Ltd. has developed a cloud manufacturing service platform called BISWIT, which has already provided more
than 500 small and medium-sized enterprises cloud services for enterprise management. The users can obtain a
series of tools support such as manufacturing resource registry, resource demand publishing, searching for
resources supply and demand, resource capacity assessment, collaborative manufacturing management and
transaction settlement management in the BISWIT.
3.2.3 Cloud manufacturing platform for mould industry
The existing problems for mould industry such as independent research and development ability is
insufficient, low proportion of technical personnel in most enterprises, the lack of sophisticated detection
equipment, the enterprise management level is not high and lack of modern method and means for product
development, Li Bo et al. [35] from Huazhong University of Science and Technology proposed a cloud
manufacturing platform for supporting the collaboration of mould industries. This platform provides mould
manufacturing enterprises company registry, intelligently searching for manufacturing service and capability,
service trade, service evaluation and other functions, thus it is beneficial to integrate resources and abilities
within the region, to improve the competition of the industry, to promote the manufacturing industry to a higher
level development. In addition, according to the characteristics of Ningbo mould industry, Zhejiang University
and other companies developed a set of cloud manufacturing service platform system, in which a variety of
forms of enterprise alliance are established, to ensure the successful operation of the service platform and
system, to help mould enterprise expand to the service industry, and expand to upstream and downstream
direction of the industry development [36].
In addition, there are many researchers from other aspects research and develop the applications of cloud
manufacturing platform. For example, Song Tingxin et al. [37] have developed a software system of cloud
manufacturing service platform for small and medium-sized enterprises, validated in components manufacturing
industry of car / motorcycle industry and in supply chain of steel industry. Through online and offline service, it
effectively integrated manufacturing service resources of the industry and achieved the effective management of
cloud manufacturing service. For the features of fault diagnosis, Li Qiang et al. [38] put forward a cloud
manufacturing service platform, which is validated in Baotou steel seamless that it is effective for
manufacturing service platform to diagnose faults. Gao Pei [39] proposed a cloud manufacturing design
platform for personalized customization cranes. It realizes the high collaboration between personalized
customization of the users and each service provider, shortens the period of design and production of crane
product, improves the utilization ratio of resources and increase the income of the enterprises.
IV. CONCLUSION AND OUTLOOK
In this paper, the definition, system composition and operation principle, system architecture, typical
characteristics, key technology and application status of cloud manufacturing is simply described and analyzed,
which is aimed to pave the way for the subsequent research. As a new networked manufacturing mode, cloud
manufacturing provides the manufacturing industry an effective means and support to further improve the level
of networked, socialization, greenization, servitization and intelligentize. Therefore, whether it is from a
theoretical or practical viewpoint, cloud manufacturing has great significance.
Today, cloud manufacturing has left the clouds. In many manufacturing fields such as the mould
manufacturing, 3D printing and product developing, it plays a huge role, but many scientific issues and key
technologies need to be further researched in other aspects, such as cloud manufacturing business operation
mode, the composition problem of cloud manufacturing services, cloud manufacturing intellectual property
issues, cloud manufacturing information management, big data analyzing in the cloud manufacturing, cloud
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 13 | Page
manufacturing and 3D printing technology, cloud manufacturing safety and credible manufacturing and so on.
In the future, with the cloud manufacturing mode becoming more and more complete, the cloud manufacturing
will play an important role in social development. It will be forcing the productive service industry and
manufacturing industry to create a new business model, promoting the strategic adjustment of economic
structure of our country, and playing an important role in transforming China from a manufacturing of quantity
to one of quality.
REFERENCES
[1] Li Jinhua. Manufacturing industry in China under the new international background: the paradoxes and its countermeasures[J].
Shanghai journal of economics,2010.4:3-10.
[2] Notice about print and distribute “made in China 2025” by the state council [J]. Gazette of the State Council of the People’s
Republic of China,2015.16:10-26.
[3] Wang Yanan. Research on manufacturing industry's opportunity , challenge and development under integration of
industrialization and informatization[J]. Journal of Beijing university of posts and telecommunications,2011.13(2):75-82.
[4] DILLON T, CHEN W, CHANG E. Cloud computing: issues and challenges [C] / /Proceedings of the 24th IEEE International
Conference on Advanced Information Networking and Applications. Washington, D.C. , USA: IE EE, 2010: 27-32.
[5] A TZO RI L, T ERA A, M ORABITO G. T he Internet of things: a survey [J]. Computer Networks, 2010, 54 ( 15 ) :2787-2805.
[6] Li Bohu,Zhang Lin,Wang Shilong,et al. Cloud manufacturing: a new service-oriented networked manufacturing model[J].
Computer integrated manufacturing systems,2010,16(1):1-7+16.
[7] Hou Chuang. Cloud manufacturing: can't be touched[J]. Manufacturing information engineering of China,2010(3.)
[8] Jia Kai. Promoting cloud manufacturing needs inheritance and innovation[J]. Manufacturing information engineering of
China,2010.24:28-29.
[9] Li Bohu,Zhang Lin,Chai Xudong. Cloud manufacturing: cloud computing in manufacturing[R]. Beijing: China Cloud
Computing Conference,2010(in Chinese).
[10] Li Bohu,Zhang Lin,Chai Xudong. Introduction to cloud manufacturing[J]. ZTE Communications,2010.16(04):5-8.
[11] Yang Haicheg. Cloud manufacturing is a manufacturing services[J]. Manufacture information engineering of China, 2010, 39(6):
22-23.
[12] Li Chunquan,Shang Yuling,Hu Chunyang,et al. Research of structure and key technologies for cloud manufacturing[J].
Modular machine tool & automatic manufacturing technique,2011(cr7).
[13] Zhang Lin,Luo Yongliang,Tao Fei,et al. Key technologies for the construction of manufacturing cloud[J]. Computer
integrated manufacturing systems,2010.11:2510-2520.
[14] Li Xuedong,Zhang Min,Chen Zhixin. Preliminary research on system and key technologies of cloud manufacturing[J].Gansu
science and technology,2014.04:47-50.
[15] Yao Xifan,Jin Hong,Xu Chuan,et al. Virtualization and servitization of cloud manufacturing resources[J]. Journal of South
China university of technology(Natural Science Edition),2013.03:1-7.
[16] Li Bohu,Zhang Lin,Chai Xudong. Cloud manufacturing:cloud computing in manufacturing[C]//Proceedings of China
Cloud Computing Conference(CCCC). Beijing: Chinese Institute of Electronics,2010(in Chinese).
[17] Li Bohu, Zhang Lin, Ren Lei, et al. Further discussion on cloud manufacturing [J]. Computer Integrated Manufacturing
Systems,2011,17(3):449-457(in Chinese).
[18] Yin Chao, Huang Biqing, Liu Fei, et al. Common key technology system of cloud manufacturing service platform for small and
medium enterprise[J]. Computer integrated manufacturing systems,2011,17(3):495-503(in Chinese).
[19] Zhan Dechen,Zhao Xibin,Wang Shungqiang,et al. Cloud manufacturing service platform for group enterprise oriented to
manufacturing and management [J]. Computer Integrated Manufacturing Sysems.2011,17(3):487-494(in Chinese).
[20] Liu Siyan,Ye Wenhua,Liao Wenhe. A platform of B2C schemed cloud manufacturing for Micro and small enterprises:
iMachCloud[J]. Manufacturing information engineering of China,2012.05:14-16+21.
[21] Huang B, Li C, Yin C, et al. Cloud manufacturing service platform for small-and medium-sized enterprise[J]. The
International Journal of Advanced Manufacturing Technology,2013(4):1261-1272.
[22] Yan Hongbo,Yu Qing,Li Qiang,et al. Cloud manufacturing service platform for non-standard research and development[J].
Machinery design & manufacture,2014.02:262-264.
[23] [23] Xiang Zhen , Gao Hongli. Cloud manufacturing platform architecture of cNc processing plant based on SoA[J].
Manufacturing automation,2015.03:90-95.
[24] Tao Fei,Zhang Lin,Luo Yongliang,et al. Typical characteristics of cloud manufacturing and several key issues of cloud
service composition[J]. Computer integrated manufacturing system,2011.03:477-486.
[25] Ma Cuixia,Ren Lei,Teng Dongxing,et al. Ubiquitous human-computer interaction in cloud manufacturing[J]. Computer
Integrated Manufacturing Systems,2011,17(3);504-510
[26] Meng Xiangxu,Liu Shijun,Wu Lei,et al. Model and key technologies of cloud manufacturing[J]. Journal of Shandong
university of technology,2011.05:13-20.
[27] Li Bohu,Zhang Lin,Ren Lei,et al. Typical characteristics,technologies and applications of cloud manufacturing[J].
Computer integrated manufacturing system,2012.07:1345-1356.
[28] Zhu Linan. Research on resource modeling and selection in cloud manufacturing[D]. Zhejiang university of technology,2014.
[29] Wang Yunxia , Qiu Shenghai , Wang Zhiliang. A new manufacturing model for servitization——cloud manufacturing
overview[J]. Modern manufacturing engineering,2013.03:124-128.
[30] Wu D Z , Greer J M , Rosen D W , et al. Cloud manufacturing: strategic vision and state-of-the-art [J].Journal of
Manufacturing Systems,2013(10):564-579.
[31] How It Works. Ponoko[EB/OL].2012. http://www.ponoko.com/make-and-sell/how-it-works.
[32] Ursula Rauschecker,Matthias Stöhr,Daniel Schel. Requirements and concept for manufacturing service management and
execution platform for customizable products[R].ASME2012 International Manufacturing Science and Engineering Conference
(MSEC2012).Indiana:Notre Dame,2012.
The Overview of Cloud Manufacturing Technology Research
www.ijres.org 14 | Page
[33] Zhang Lin,Qu Hejian,Luo Yongliang,et al. Research and application of cloud manufacturing[J]. Advanced materials
industry.2013(8):63-68.
[34] Zhang Lin,Luo Yongliang,Tao Fei, et al. Cloud manufacturing: a new manufacturing paradigm[J].Enterprise Information
Systems.2012.
[35] Gu Xinjian,Huang Shenquan,Chen Jixi,et al. Cloud manufacturing service platform driven by mold manufacturing industry
demand[J]. Computer integrated manufacturing system,2012.07:1650-1657.
[36] Li Bo,Zhang Guojun,Shi Songxin. Mould industry cloud manufacturing platform supporting cooperation and its key
technologies[J]. Computer integrated manufacturing system,2012.07:1620-1626.
[37] Song Tingxin , Zhang Chenglei , Li Chenghai , et al. Cloud manufacturing service platform for small and medium
enterprises[J].Computer integrated manufacturing system,2013.05:1147-1154.
[38] Li Qiang,Yu Qing,Yan Hongbo,et al. Research and application of cloud manufacturing services platform of fault
diagnosis[J]. Forging & stamping technology,2014.02:137-143.
[39] Gao Fei , Wang Zongyan , Zheng Jiang , et al. Personalization oriented crane design platform[J].Journal of test and
measurement technol,2015.01:87-92.

More Related Content

What's hot

2013 Technology Trends
2013 Technology Trends2013 Technology Trends
2013 Technology TrendsSynergisIT
 
Emerging cloud computing paradigm vision, research challenges and development...
Emerging cloud computing paradigm vision, research challenges and development...Emerging cloud computing paradigm vision, research challenges and development...
Emerging cloud computing paradigm vision, research challenges and development...eSAT Publishing House
 
Prospect of adopting cloud computing in indian manufacturing industry
Prospect of adopting cloud computing in indian manufacturing industryProspect of adopting cloud computing in indian manufacturing industry
Prospect of adopting cloud computing in indian manufacturing industryIAEME Publication
 
Cloud computing report
Cloud computing reportCloud computing report
Cloud computing reportErManish5
 
A survey on secured data outsourcing in cloud computing
A survey on secured data outsourcing in cloud computingA survey on secured data outsourcing in cloud computing
A survey on secured data outsourcing in cloud computingIAEME Publication
 
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESS
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESSBENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESS
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESSijccsa
 
seminar on cloud computing report
seminar on cloud computing reportseminar on cloud computing report
seminar on cloud computing reportANKIT KUMAR
 
What is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideWhat is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideMarianne Harness
 
What is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideWhat is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideAlaina Carter
 
Report on cloud computing
Report on cloud computingReport on cloud computing
Report on cloud computingFarhanAhmade
 
Ibm and amul
Ibm and amulIbm and amul
Ibm and amulsuper1987
 
Cloud in the sky of Business Intelligence
Cloud in the sky of Business IntelligenceCloud in the sky of Business Intelligence
Cloud in the sky of Business IntelligenceIJMER
 
Impactofcloudcomputing 141103103626-conversion-gate01
Impactofcloudcomputing 141103103626-conversion-gate01Impactofcloudcomputing 141103103626-conversion-gate01
Impactofcloudcomputing 141103103626-conversion-gate01Rabia Naushad
 
ft_mckinsey digital oil and gas
ft_mckinsey digital oil and gasft_mckinsey digital oil and gas
ft_mckinsey digital oil and gasTor Jakob Ramsøy
 
Opportunistic job sharing for mobile cloud computing
Opportunistic job sharing for mobile cloud computingOpportunistic job sharing for mobile cloud computing
Opportunistic job sharing for mobile cloud computingijccsa
 
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...IJERA Editor
 
First step to the cloud white paper
First step to the cloud white paperFirst step to the cloud white paper
First step to the cloud white paperNewton Day Uploads
 

What's hot (20)

2013 Technology Trends
2013 Technology Trends2013 Technology Trends
2013 Technology Trends
 
Emerging cloud computing paradigm vision, research challenges and development...
Emerging cloud computing paradigm vision, research challenges and development...Emerging cloud computing paradigm vision, research challenges and development...
Emerging cloud computing paradigm vision, research challenges and development...
 
Prospect of adopting cloud computing in indian manufacturing industry
Prospect of adopting cloud computing in indian manufacturing industryProspect of adopting cloud computing in indian manufacturing industry
Prospect of adopting cloud computing in indian manufacturing industry
 
The Roles and Challenges of Cloud Computing to Accounting System of Vietnames...
The Roles and Challenges of Cloud Computing to Accounting System of Vietnames...The Roles and Challenges of Cloud Computing to Accounting System of Vietnames...
The Roles and Challenges of Cloud Computing to Accounting System of Vietnames...
 
Cloud computing report
Cloud computing reportCloud computing report
Cloud computing report
 
A survey on secured data outsourcing in cloud computing
A survey on secured data outsourcing in cloud computingA survey on secured data outsourcing in cloud computing
A survey on secured data outsourcing in cloud computing
 
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESS
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESSBENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESS
BENEFITS AND CHALLENGES OF THE ADOPTION OF CLOUD COMPUTING IN BUSINESS
 
seminar on cloud computing report
seminar on cloud computing reportseminar on cloud computing report
seminar on cloud computing report
 
What is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideWhat is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete Guide
 
Cloud computing Report
Cloud computing ReportCloud computing Report
Cloud computing Report
 
What is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete GuideWhat is Cloud Computing? A Complete Guide
What is Cloud Computing? A Complete Guide
 
Cloud computing report
Cloud computing reportCloud computing report
Cloud computing report
 
Report on cloud computing
Report on cloud computingReport on cloud computing
Report on cloud computing
 
Ibm and amul
Ibm and amulIbm and amul
Ibm and amul
 
Cloud in the sky of Business Intelligence
Cloud in the sky of Business IntelligenceCloud in the sky of Business Intelligence
Cloud in the sky of Business Intelligence
 
Impactofcloudcomputing 141103103626-conversion-gate01
Impactofcloudcomputing 141103103626-conversion-gate01Impactofcloudcomputing 141103103626-conversion-gate01
Impactofcloudcomputing 141103103626-conversion-gate01
 
ft_mckinsey digital oil and gas
ft_mckinsey digital oil and gasft_mckinsey digital oil and gas
ft_mckinsey digital oil and gas
 
Opportunistic job sharing for mobile cloud computing
Opportunistic job sharing for mobile cloud computingOpportunistic job sharing for mobile cloud computing
Opportunistic job sharing for mobile cloud computing
 
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...
An Analysis of the Existing Frameworks in Cloud Computing Adoption and Introd...
 
First step to the cloud white paper
First step to the cloud white paperFirst step to the cloud white paper
First step to the cloud white paper
 

Viewers also liked

iON Manufacturing Cloud ERP Solution for Pharmaceutical Industry
iON Manufacturing Cloud ERP Solution for Pharmaceutical IndustryiON Manufacturing Cloud ERP Solution for Pharmaceutical Industry
iON Manufacturing Cloud ERP Solution for Pharmaceutical IndustryVINIT MUNDHRA
 
To Cloud or not to Cloud
To Cloud or not to CloudTo Cloud or not to Cloud
To Cloud or not to CloudJade Global
 
Green manufacturing
Green manufacturingGreen manufacturing
Green manufacturingAkshay Dhar
 
Thermal spray basics_processes
Thermal spray basics_processesThermal spray basics_processes
Thermal spray basics_processesHari Krishnan
 
Integrating IoT Sensory Inputs For Cloud Manufacturing Based Paradigm
Integrating IoT Sensory Inputs For Cloud Manufacturing Based ParadigmIntegrating IoT Sensory Inputs For Cloud Manufacturing Based Paradigm
Integrating IoT Sensory Inputs For Cloud Manufacturing Based ParadigmKavita Pillai
 
Green Manufacturing: The Art of Sustainability
Green Manufacturing: The Art of SustainabilityGreen Manufacturing: The Art of Sustainability
Green Manufacturing: The Art of SustainabilityNSF International
 
Green manufacturing tips
Green manufacturing tipsGreen manufacturing tips
Green manufacturing tipsRowleySpring1
 
Green manufacturing in Foundries
Green manufacturing in FoundriesGreen manufacturing in Foundries
Green manufacturing in FoundriesDinesh Dass
 
Cloud computing for manufacturing
Cloud computing for manufacturingCloud computing for manufacturing
Cloud computing for manufacturingJeff Chu
 
Seminar on GREEN MANUFACTURING
Seminar on GREEN MANUFACTURINGSeminar on GREEN MANUFACTURING
Seminar on GREEN MANUFACTURINGMilind Pelagade
 
Green Manufacturing
Green ManufacturingGreen Manufacturing
Green Manufacturingananya0122
 
Green manufacturing & Renewable Energy
Green manufacturing & Renewable Energy Green manufacturing & Renewable Energy
Green manufacturing & Renewable Energy Elnaz Farnood
 
St. Paul's Green Manufacturing Initiative
St. Paul's Green Manufacturing InitiativeSt. Paul's Green Manufacturing Initiative
St. Paul's Green Manufacturing InitiativeUniversity of Minnesota
 
Thermal spray coating
Thermal spray coatingThermal spray coating
Thermal spray coatingJMB
 
Rekling11 green manufacturing
Rekling11 green manufacturingRekling11 green manufacturing
Rekling11 green manufacturingArif Rahman
 

Viewers also liked (20)

iON Manufacturing Cloud ERP Solution for Pharmaceutical Industry
iON Manufacturing Cloud ERP Solution for Pharmaceutical IndustryiON Manufacturing Cloud ERP Solution for Pharmaceutical Industry
iON Manufacturing Cloud ERP Solution for Pharmaceutical Industry
 
To Cloud or not to Cloud
To Cloud or not to CloudTo Cloud or not to Cloud
To Cloud or not to Cloud
 
Green manufacturing
Green manufacturingGreen manufacturing
Green manufacturing
 
Green manufacturing
Green manufacturingGreen manufacturing
Green manufacturing
 
Thermal spray basics_processes
Thermal spray basics_processesThermal spray basics_processes
Thermal spray basics_processes
 
Integrating IoT Sensory Inputs For Cloud Manufacturing Based Paradigm
Integrating IoT Sensory Inputs For Cloud Manufacturing Based ParadigmIntegrating IoT Sensory Inputs For Cloud Manufacturing Based Paradigm
Integrating IoT Sensory Inputs For Cloud Manufacturing Based Paradigm
 
Green computing
Green computingGreen computing
Green computing
 
Spray coating
Spray coatingSpray coating
Spray coating
 
Green Manufacturing: The Art of Sustainability
Green Manufacturing: The Art of SustainabilityGreen Manufacturing: The Art of Sustainability
Green Manufacturing: The Art of Sustainability
 
Green manufacturing tips
Green manufacturing tipsGreen manufacturing tips
Green manufacturing tips
 
Green manufacturing in Foundries
Green manufacturing in FoundriesGreen manufacturing in Foundries
Green manufacturing in Foundries
 
Cloud computing for manufacturing
Cloud computing for manufacturingCloud computing for manufacturing
Cloud computing for manufacturing
 
Seminar on GREEN MANUFACTURING
Seminar on GREEN MANUFACTURINGSeminar on GREEN MANUFACTURING
Seminar on GREEN MANUFACTURING
 
Green Manufacturing
Green ManufacturingGreen Manufacturing
Green Manufacturing
 
Green Manufacturing!
Green Manufacturing!Green Manufacturing!
Green Manufacturing!
 
Green manufacturing & Renewable Energy
Green manufacturing & Renewable Energy Green manufacturing & Renewable Energy
Green manufacturing & Renewable Energy
 
St. Paul's Green Manufacturing Initiative
St. Paul's Green Manufacturing InitiativeSt. Paul's Green Manufacturing Initiative
St. Paul's Green Manufacturing Initiative
 
Thermal spray coating
Thermal spray coatingThermal spray coating
Thermal spray coating
 
Rekling11 green manufacturing
Rekling11 green manufacturingRekling11 green manufacturing
Rekling11 green manufacturing
 
Green manufacturing
Green manufacturingGreen manufacturing
Green manufacturing
 

Similar to The Overview of Cloud Manufacturing Technology Research

A Literature Review On The Readiness For Providing Cloud Services Locally In ...
A Literature Review On The Readiness For Providing Cloud Services Locally In ...A Literature Review On The Readiness For Providing Cloud Services Locally In ...
A Literature Review On The Readiness For Providing Cloud Services Locally In ...Amanda Summers
 
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docx
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docxJ Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docx
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docxpriestmanmable
 
Adoption Of Cloud Computing In Nepal
Adoption Of Cloud Computing In NepalAdoption Of Cloud Computing In Nepal
Adoption Of Cloud Computing In NepalEmily Smith
 
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docx
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docxTrends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docx
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docxjuliennehar
 
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...Using of Cloud Technologies in the Process of Preparing Future Specialists fo...
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...ijtsrd
 
A Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingA Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingJames Heller
 
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...IRJET Journal
 
Benefits and Challenges of the Adoption of Cloud Computing in Business
Benefits and Challenges of the Adoption of Cloud Computing in BusinessBenefits and Challenges of the Adoption of Cloud Computing in Business
Benefits and Challenges of the Adoption of Cloud Computing in Businessneirew J
 
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...Michele Thomas
 
The Riisk and Challllenges off Clloud Computtiing
The Riisk and Challllenges off Clloud ComputtiingThe Riisk and Challllenges off Clloud Computtiing
The Riisk and Challllenges off Clloud ComputtiingIJERA Editor
 
Introduction to Cloud Computing and Cloud Infrastructure
Introduction to Cloud Computing and Cloud InfrastructureIntroduction to Cloud Computing and Cloud Infrastructure
Introduction to Cloud Computing and Cloud InfrastructureSANTHOSHKUMARKL1
 
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHCLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHIJCSEA Journal
 
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHCLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHIJCSEA Journal
 
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...IAEME Publication
 
Researching How Cloud Computing Enhances the Businesses Growth
Researching How Cloud Computing Enhances the Businesses GrowthResearching How Cloud Computing Enhances the Businesses Growth
Researching How Cloud Computing Enhances the Businesses GrowthAJASTJournal
 
It auditing to assure a secure cloud computing
It auditing to assure a secure cloud computingIt auditing to assure a secure cloud computing
It auditing to assure a secure cloud computingingenioustech
 
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...ijccsa
 
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...A Proposed Model for Improving Performance and Reducing Costs of IT Through C...
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...neirew J
 
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...Editor IJCATR
 
A Review Paper On Cloud Computing
A Review Paper On Cloud ComputingA Review Paper On Cloud Computing
A Review Paper On Cloud ComputingGina Rizzo
 

Similar to The Overview of Cloud Manufacturing Technology Research (20)

A Literature Review On The Readiness For Providing Cloud Services Locally In ...
A Literature Review On The Readiness For Providing Cloud Services Locally In ...A Literature Review On The Readiness For Providing Cloud Services Locally In ...
A Literature Review On The Readiness For Providing Cloud Services Locally In ...
 
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docx
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docxJ Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docx
J Internet Serv Appl (2010) 1 7–18DOI 10.1007s13174-010-00.docx
 
Adoption Of Cloud Computing In Nepal
Adoption Of Cloud Computing In NepalAdoption Of Cloud Computing In Nepal
Adoption Of Cloud Computing In Nepal
 
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docx
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docxTrends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docx
Trends in cloud computingTRENDS IN CLOUD COMPUTINGAB.docx
 
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...Using of Cloud Technologies in the Process of Preparing Future Specialists fo...
Using of Cloud Technologies in the Process of Preparing Future Specialists fo...
 
A Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingA Survey On Mobile Cloud Computing
A Survey On Mobile Cloud Computing
 
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...
IRJET- A Smart Medical Monitoring Systems using Cloud Computing and Internet ...
 
Benefits and Challenges of the Adoption of Cloud Computing in Business
Benefits and Challenges of the Adoption of Cloud Computing in BusinessBenefits and Challenges of the Adoption of Cloud Computing in Business
Benefits and Challenges of the Adoption of Cloud Computing in Business
 
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...
An Advanced Analysis Of Cloud Computing Concepts Based On The Computer Scienc...
 
The Riisk and Challllenges off Clloud Computtiing
The Riisk and Challllenges off Clloud ComputtiingThe Riisk and Challllenges off Clloud Computtiing
The Riisk and Challllenges off Clloud Computtiing
 
Introduction to Cloud Computing and Cloud Infrastructure
Introduction to Cloud Computing and Cloud InfrastructureIntroduction to Cloud Computing and Cloud Infrastructure
Introduction to Cloud Computing and Cloud Infrastructure
 
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHCLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
 
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESHCLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
CLOUD COMPUTING IN EDUCATION: POTENTIALS AND CHALLENGES FOR BANGLADESH
 
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...
EXPLORATION OF INSTITUTIONAL CHALLENGES FOR ADOPTING CLOUD COMPUTING IN E-LEA...
 
Researching How Cloud Computing Enhances the Businesses Growth
Researching How Cloud Computing Enhances the Businesses GrowthResearching How Cloud Computing Enhances the Businesses Growth
Researching How Cloud Computing Enhances the Businesses Growth
 
It auditing to assure a secure cloud computing
It auditing to assure a secure cloud computingIt auditing to assure a secure cloud computing
It auditing to assure a secure cloud computing
 
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...
A PROPOSED MODEL FOR IMPROVING PERFORMANCE AND REDUCING COSTS OF IT THROUGH C...
 
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...A Proposed Model for Improving Performance and Reducing Costs of IT Through C...
A Proposed Model for Improving Performance and Reducing Costs of IT Through C...
 
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...
Neural Network, Fuzzy Logic, Employability, Sugeno type inference, Education,...
 
A Review Paper On Cloud Computing
A Review Paper On Cloud ComputingA Review Paper On Cloud Computing
A Review Paper On Cloud Computing
 

More from IJRES Journal

Exploratory study on the use of crushed cockle shell as partial sand replacem...
Exploratory study on the use of crushed cockle shell as partial sand replacem...Exploratory study on the use of crushed cockle shell as partial sand replacem...
Exploratory study on the use of crushed cockle shell as partial sand replacem...IJRES Journal
 
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...IJRES Journal
 
Review: Nonlinear Techniques for Analysis of Heart Rate Variability
Review: Nonlinear Techniques for Analysis of Heart Rate VariabilityReview: Nonlinear Techniques for Analysis of Heart Rate Variability
Review: Nonlinear Techniques for Analysis of Heart Rate VariabilityIJRES Journal
 
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...IJRES Journal
 
Study and evaluation for different types of Sudanese crude oil properties
Study and evaluation for different types of Sudanese crude oil propertiesStudy and evaluation for different types of Sudanese crude oil properties
Study and evaluation for different types of Sudanese crude oil propertiesIJRES Journal
 
A Short Report on Different Wavelets and Their Structures
A Short Report on Different Wavelets and Their StructuresA Short Report on Different Wavelets and Their Structures
A Short Report on Different Wavelets and Their StructuresIJRES Journal
 
A Case Study on Academic Services Application Using Agile Methodology for Mob...
A Case Study on Academic Services Application Using Agile Methodology for Mob...A Case Study on Academic Services Application Using Agile Methodology for Mob...
A Case Study on Academic Services Application Using Agile Methodology for Mob...IJRES Journal
 
Wear Analysis on Cylindrical Cam with Flexible Rod
Wear Analysis on Cylindrical Cam with Flexible RodWear Analysis on Cylindrical Cam with Flexible Rod
Wear Analysis on Cylindrical Cam with Flexible RodIJRES Journal
 
DDOS Attacks-A Stealthy Way of Implementation and Detection
DDOS Attacks-A Stealthy Way of Implementation and DetectionDDOS Attacks-A Stealthy Way of Implementation and Detection
DDOS Attacks-A Stealthy Way of Implementation and DetectionIJRES Journal
 
An improved fading Kalman filter in the application of BDS dynamic positioning
An improved fading Kalman filter in the application of BDS dynamic positioningAn improved fading Kalman filter in the application of BDS dynamic positioning
An improved fading Kalman filter in the application of BDS dynamic positioningIJRES Journal
 
Positioning Error Analysis and Compensation of Differential Precision Workbench
Positioning Error Analysis and Compensation of Differential Precision WorkbenchPositioning Error Analysis and Compensation of Differential Precision Workbench
Positioning Error Analysis and Compensation of Differential Precision WorkbenchIJRES Journal
 
Status of Heavy metal pollution in Mithi river: Then and Now
Status of Heavy metal pollution in Mithi river: Then and NowStatus of Heavy metal pollution in Mithi river: Then and Now
Status of Heavy metal pollution in Mithi river: Then and NowIJRES Journal
 
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...IJRES Journal
 
Experimental study on critical closing pressure of mudstone fractured reservoirs
Experimental study on critical closing pressure of mudstone fractured reservoirsExperimental study on critical closing pressure of mudstone fractured reservoirs
Experimental study on critical closing pressure of mudstone fractured reservoirsIJRES Journal
 
Correlation Analysis of Tool Wear and Cutting Sound Signal
Correlation Analysis of Tool Wear and Cutting Sound SignalCorrelation Analysis of Tool Wear and Cutting Sound Signal
Correlation Analysis of Tool Wear and Cutting Sound SignalIJRES Journal
 
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...IJRES Journal
 
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...IJRES Journal
 
A novel high-precision curvature-compensated CMOS bandgap reference without u...
A novel high-precision curvature-compensated CMOS bandgap reference without u...A novel high-precision curvature-compensated CMOS bandgap reference without u...
A novel high-precision curvature-compensated CMOS bandgap reference without u...IJRES Journal
 
Structural aspect on carbon dioxide capture in nanotubes
Structural aspect on carbon dioxide capture in nanotubesStructural aspect on carbon dioxide capture in nanotubes
Structural aspect on carbon dioxide capture in nanotubesIJRES Journal
 
Thesummaryabout fuzzy control parameters selected based on brake driver inten...
Thesummaryabout fuzzy control parameters selected based on brake driver inten...Thesummaryabout fuzzy control parameters selected based on brake driver inten...
Thesummaryabout fuzzy control parameters selected based on brake driver inten...IJRES Journal
 

More from IJRES Journal (20)

Exploratory study on the use of crushed cockle shell as partial sand replacem...
Exploratory study on the use of crushed cockle shell as partial sand replacem...Exploratory study on the use of crushed cockle shell as partial sand replacem...
Exploratory study on the use of crushed cockle shell as partial sand replacem...
 
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...
Congenital Malaria: Correlation of Umbilical Cord Plasmodium falciparum Paras...
 
Review: Nonlinear Techniques for Analysis of Heart Rate Variability
Review: Nonlinear Techniques for Analysis of Heart Rate VariabilityReview: Nonlinear Techniques for Analysis of Heart Rate Variability
Review: Nonlinear Techniques for Analysis of Heart Rate Variability
 
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...
Dynamic Modeling for Gas Phase Propylene Copolymerization in a Fluidized Bed ...
 
Study and evaluation for different types of Sudanese crude oil properties
Study and evaluation for different types of Sudanese crude oil propertiesStudy and evaluation for different types of Sudanese crude oil properties
Study and evaluation for different types of Sudanese crude oil properties
 
A Short Report on Different Wavelets and Their Structures
A Short Report on Different Wavelets and Their StructuresA Short Report on Different Wavelets and Their Structures
A Short Report on Different Wavelets and Their Structures
 
A Case Study on Academic Services Application Using Agile Methodology for Mob...
A Case Study on Academic Services Application Using Agile Methodology for Mob...A Case Study on Academic Services Application Using Agile Methodology for Mob...
A Case Study on Academic Services Application Using Agile Methodology for Mob...
 
Wear Analysis on Cylindrical Cam with Flexible Rod
Wear Analysis on Cylindrical Cam with Flexible RodWear Analysis on Cylindrical Cam with Flexible Rod
Wear Analysis on Cylindrical Cam with Flexible Rod
 
DDOS Attacks-A Stealthy Way of Implementation and Detection
DDOS Attacks-A Stealthy Way of Implementation and DetectionDDOS Attacks-A Stealthy Way of Implementation and Detection
DDOS Attacks-A Stealthy Way of Implementation and Detection
 
An improved fading Kalman filter in the application of BDS dynamic positioning
An improved fading Kalman filter in the application of BDS dynamic positioningAn improved fading Kalman filter in the application of BDS dynamic positioning
An improved fading Kalman filter in the application of BDS dynamic positioning
 
Positioning Error Analysis and Compensation of Differential Precision Workbench
Positioning Error Analysis and Compensation of Differential Precision WorkbenchPositioning Error Analysis and Compensation of Differential Precision Workbench
Positioning Error Analysis and Compensation of Differential Precision Workbench
 
Status of Heavy metal pollution in Mithi river: Then and Now
Status of Heavy metal pollution in Mithi river: Then and NowStatus of Heavy metal pollution in Mithi river: Then and Now
Status of Heavy metal pollution in Mithi river: Then and Now
 
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...
The Low-Temperature Radiant Floor Heating System Design and Experimental Stud...
 
Experimental study on critical closing pressure of mudstone fractured reservoirs
Experimental study on critical closing pressure of mudstone fractured reservoirsExperimental study on critical closing pressure of mudstone fractured reservoirs
Experimental study on critical closing pressure of mudstone fractured reservoirs
 
Correlation Analysis of Tool Wear and Cutting Sound Signal
Correlation Analysis of Tool Wear and Cutting Sound SignalCorrelation Analysis of Tool Wear and Cutting Sound Signal
Correlation Analysis of Tool Wear and Cutting Sound Signal
 
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...
Reduce Resources for Privacy in Mobile Cloud Computing Using Blowfish and DSA...
 
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...
Resistance of Dryland Rice to Stem Borer (Scirpophaga incertulas Wlk.) Using ...
 
A novel high-precision curvature-compensated CMOS bandgap reference without u...
A novel high-precision curvature-compensated CMOS bandgap reference without u...A novel high-precision curvature-compensated CMOS bandgap reference without u...
A novel high-precision curvature-compensated CMOS bandgap reference without u...
 
Structural aspect on carbon dioxide capture in nanotubes
Structural aspect on carbon dioxide capture in nanotubesStructural aspect on carbon dioxide capture in nanotubes
Structural aspect on carbon dioxide capture in nanotubes
 
Thesummaryabout fuzzy control parameters selected based on brake driver inten...
Thesummaryabout fuzzy control parameters selected based on brake driver inten...Thesummaryabout fuzzy control parameters selected based on brake driver inten...
Thesummaryabout fuzzy control parameters selected based on brake driver inten...
 

Recently uploaded

Levelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodLevelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodManicka Mamallan Andavar
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Sumanth A
 
List of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfList of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfisabel213075
 
Virtual memory management in Operating System
Virtual memory management in Operating SystemVirtual memory management in Operating System
Virtual memory management in Operating SystemRashmi Bhat
 
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptJohnWilliam111370
 
Turn leadership mistakes into a better future.pptx
Turn leadership mistakes into a better future.pptxTurn leadership mistakes into a better future.pptx
Turn leadership mistakes into a better future.pptxStephen Sitton
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating SystemRashmi Bhat
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfDrew Moseley
 
Engineering Drawing section of solid
Engineering Drawing     section of solidEngineering Drawing     section of solid
Engineering Drawing section of solidnamansinghjarodiya
 
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESCME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESkarthi keyan
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfalene1
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Romil Mishra
 
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书rnrncn29
 
Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxRomil Mishra
 
Research Methodology for Engineering pdf
Research Methodology for Engineering pdfResearch Methodology for Engineering pdf
Research Methodology for Engineering pdfCaalaaAbdulkerim
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfBalamuruganV28
 
Main Memory Management in Operating System
Main Memory Management in Operating SystemMain Memory Management in Operating System
Main Memory Management in Operating SystemRashmi Bhat
 
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMS
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMSHigh Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMS
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMSsandhya757531
 
Energy Awareness training ppt for manufacturing process.pptx
Energy Awareness training ppt for manufacturing process.pptxEnergy Awareness training ppt for manufacturing process.pptx
Energy Awareness training ppt for manufacturing process.pptxsiddharthjain2303
 

Recently uploaded (20)

Levelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument methodLevelling - Rise and fall - Height of instrument method
Levelling - Rise and fall - Height of instrument method
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
 
List of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdfList of Accredited Concrete Batching Plant.pdf
List of Accredited Concrete Batching Plant.pdf
 
Virtual memory management in Operating System
Virtual memory management in Operating SystemVirtual memory management in Operating System
Virtual memory management in Operating System
 
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
 
Turn leadership mistakes into a better future.pptx
Turn leadership mistakes into a better future.pptxTurn leadership mistakes into a better future.pptx
Turn leadership mistakes into a better future.pptx
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating System
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdf
 
Engineering Drawing section of solid
Engineering Drawing     section of solidEngineering Drawing     section of solid
Engineering Drawing section of solid
 
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTESCME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
CME 397 - SURFACE ENGINEERING - UNIT 1 FULL NOTES
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________
 
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书
『澳洲文凭』买麦考瑞大学毕业证书成绩单办理澳洲Macquarie文凭学位证书
 
Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptx
 
Research Methodology for Engineering pdf
Research Methodology for Engineering pdfResearch Methodology for Engineering pdf
Research Methodology for Engineering pdf
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdf
 
Main Memory Management in Operating System
Main Memory Management in Operating SystemMain Memory Management in Operating System
Main Memory Management in Operating System
 
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMS
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMSHigh Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMS
High Voltage Engineering- OVER VOLTAGES IN ELECTRICAL POWER SYSTEMS
 
Energy Awareness training ppt for manufacturing process.pptx
Energy Awareness training ppt for manufacturing process.pptxEnergy Awareness training ppt for manufacturing process.pptx
Energy Awareness training ppt for manufacturing process.pptx
 

The Overview of Cloud Manufacturing Technology Research

  • 1. International Journal of Research in Engineering and Science (IJRES) ISSN (Online): 2320-9364, ISSN (Print): 2320-9356 www.ijres.org Volume 3 Issue 8 ǁ August. 2015 ǁ PP.07-14 www.ijres.org 7 | Page The Overview of Cloud Manufacturing Technology Research Lan Xiao-gang, Mao Jian (College of Mechanical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China) ABSTRACT : Cloud manufacturing (CM) is a new, service-oriented and web-based manufacturing model. Through the virtualization and servitization of manufacturing resources and manufacturing capabilities, it is aimed to achieve large-scale gains, multi-win-win situation and highly efficient sharing and collaboration of distributed resources. Based on the currently related cloud manufacturing researches, this paper introduces the background of cloud manufacturing, then describes and analyzes its definition, system composition and operational principle, system architecture, typical characteristics, key technologies. Current application status of cloud manufacturing is summarized from different angles. Finally, the conclusion and outlook is given. Keywords –Cloud Manufacturing, Cloud Service, Manufacturing Mode, Manufacturing Resource, Sharing, Collaboration I. INTRODUCTION Manufacturing industry has always been a pillar industry of China's industrial development, the basic condition of the realization for industrialization, an important manifestation of the comprehensive national strength and technical level, the significant guarantee of national security [1]. Since the reform and opening up, China's manufacturing industry, a strong impetus to the process of industrialization and modernization, has been developing sustainably and rapidly, but compared with the world advanced level, manufacturing industry of our country is still a big but not strong in the capability of independent innovation, resource utilization efficiency, the level of industrial structure, the degree of information, quality and efficiency, etc. [2]. Manufacturing industry, as an important and difficult fusion of the industrialization and information, its structure adjustment, transformation and upgrading, quality and efficiency improving is bound to vigorously promote the integration of informatization and industrialization [3]. In recent years, with the development and application of new information technology, such as cloud computing [4], internet of things [5], intelligence science, high performance computing and so on, the level of manufacturing informatization has been improved continuously. Represented by Application Service Provider (ASP), Manufacturing Grid (MG), Agile Manufacturing (AM), etc., the emergence of networked manufacturing modes, have promoted the ability of rapid response to the market demand in the manufacturing industries, enhancing the core competitiveness of enterprises, the large-scale collaborative manufacturing. So many fruitful results in the fields of resource service, task management, workflow management, etc. have been achieved. However, there are some problems in the current networked manufacturing modes, such as service mode, manufacturing resource sharing and distribution technology, security and so on, which restrict its further development and application. Thus, a new service-oriented networked manufacturing model called Cloud Manufacturing (CMfg) was put forward [6]. Through the realization of sharing and collaboration of manufacturing resources, capabilities and knowledge, based on the full use of cloud computing, Internet of things, the Internet, knowledge services, virtualization and other technologies, cloud manufacturing is aimed to revitalize the stock of manufacturing resources, improve the utilization of resources and reduce the cost of the use of social resources. That is means, to some extent, to develop low-carbon economy, take the road of green manufacturing [7]. II. RESEARCH STATUS OF CLOUD MANUFACTURING After the concept of cloud manufacturing put forward, it has a widely impact in all walks of life (government, industry, academia, research). Under the support of the national "863 Plan", some technical talents and innovative research teams from the field of cloud manufacturing have carried out lots of relevant researches, involving the definition of cloud manufacturing, system composition and operation principle, system structure, typical characteristic, key technologies, practical application. By the end of the current, some significant achievements of the researches and applications of cloud manufacturing have been obtained. 2.1 Definition of cloud manufacturing At the beginning of 2010, cloud manufacturing was put forward by the Ministry of science and technology at the meeting of scientific and technical work about manufacturing informatization for the first time [8]. Integrating cloud computing, internet of things, high performance computing, service computing and other
  • 2. The Overview of Cloud Manufacturing Technology Research www.ijres.org 8 | Page information technologies [9], it provides an important way for the manufacturing industry to transform from production-oriented to service-oriented. At first, because of cloud manufacturing is still a brand new concept and model, there is no standard definition. Two definitions have been proposed earlier and widely recognized in all walks of life. One definition of cloud manufacturing given by the Chinese Academy of Engineering Li Bohu [10] is: Cloud manufacturing is a new intelligently networked manufacturing model, which is service-oriented, highly efficient, consumes less energy, and is knowledge-based. It integrates the existing informatization manufacturing, cloud computing, internet of things, semantic web, high performance computing, etc. Based on the extension and innovation of the current networked manufacturing and service technologies, all kinds of manufacturing resources and capacities will be virtualized, unified and centralized intelligently for management and operation, to achieve intelligentialize, multi-win-win situation, general suitable and highly efficient sharing and collaboration. The other one is defined by Yang Haicheng [11], the chief engineer of the China Aerospace Science and Technology Corporation, Cloud manufacturing is an integrated product, integrating advanced information technology, manufacturing technology, state-of-the-art internet of things technology and so on, is the embodiment of the concept of manufacturing as a service. He believes that cloud manufacturing is frontier concept in contemporary information technology, including cloud computing, etc., expanding the idea "software as a service" into "manufacturing as a service. Under the extensive networked environment of resources, China's manufacturing industries are supposed to provide high added value, low cost products and global manufacturing services. Subsequently, on the basis of the in-depth study of the characteristics and connotation of cloud manufacturing, Li Chunquan et al.[12] proposed a relatively comprehensive and detailed definition of cloud manufacturing: Cloud manufacturing is a new service-oriented manufacturing mode, which is web-based, relying on cloud computing theory and framework, based on the networked manufacturing technologies and methods, to take on-demand services as the core, take resource virtualization, multi-granularity and multi-scale access control as a means, take resource sharing and task cooperation as the goal, take distribution, aggregation of heterogeneous, autonomous domain resource or resource aggregation as cloud node, take network for the media, and then to construct an open and dynamic collaborative work environment by transparent, simple and flexible ways, providing universal, standard and normative manufacturing services. 2.2 Composition and operating principle of cloud manufacturing system Cloud manufacturing is a new manufacturing model, which is based on manufacturing resources and capabilities virtualization, in order to achieve large-scale gains, multi-win-win situation and distributed resource sharing and collaborative [13]. Li Bohu et al. earlier proposed a cloud manufacturing system, its operating principle, shown in Figure 1. In Figure 1, it can be seen that the system has three major components: manufacturing resources and capabilities, manufacturing cloud, the whole manufacturing lifecycle applications. In addition, this system also includes a core support (knowledge), two processes (import and export), and three user types--resource providers, cloud operators and resource users. Based on the whole manufacturing lifecycle activities, it essentially reflects the supply and demand service relationship, which is between cloud manufacturing resource providers, cloud manufacturing platform operators and cloud manufacturing resource demanders [14]. First of all, the various manufacturing resources [15] such as manufacturing equipment, computing equipment, software, materials, etc. and capacities are encapsulated as cloud services. This process is called manufacturing resources “import”. According to different manufacturing requirements, cloud services are combined to form a manufacturing cloud. The cloud provides the whole manufacturing lifecycle applications with diverse services. This process is called “export”. Knowledge plays a central role in supporting the entire operating process of cloud manufacturing. It ensures that hard and soft manufacturing resource could be intelligently embedded and virtualized encapsulation during import; it assists functions such as intelligent search of cloud services during manufacturing management; and it facilitates smart cooperation of cloud services over the whole manufacturing lifecycle. Thus it can be seen, in a cloud manufacturing system, knowledge-based integration across the whole lifecycle is possible.
  • 3. The Overview of Cloud Manufacturing Technology Research www.ijres.org 9 | Page Fig.1 The operating principle of cloud manufacturing [16] 2.3 Architecture of cloud manufacturing In January 2010, based on a service-oriented cloud manufacturing system model, which is an oriented multi-user commercial operation model, Li Bohu et al. [10] proposed a cloud manufacturing service platform system structure. The system includes five layers: all kinds of physical resources will be connected with network in physical resources layer; physical resource connected with network will be virtualized and encapsulated into cloud services in virtual resource layer; cloud task management, data management, service management and other activities will be implemented in core resource layer; interfaces of application and management tools will be provided to some professional manufacturing applications in application interface layer; the portal which is used to access to the cloud manufacturing system and the man-machine interface will be provided to cloud manufacturing user in application layer. After more than a year, on the basis of existing literatures and new researches, academician Li Bohu [17] further discussed hierarchical architecture of the cloud manufacturing, including the resource layer, middleware layer, the core services layer, portal layer and application layer, and expanded the corresponding contents of each layer. In March 2010, Yang Haicheng [11] preliminarily put forward a system structure of 5 layers of cloud manufacturing. Physical resource layer includes computers, software, information resources, processing equipment and so on; the physical resources will be virtualized and formed a logical resource as a whole in logical resource layer; resource interface layer is mainly used to provide oriented-services and resource adapters; the abilities such as calculation, simulation, processing, testing, etc will be provided in service content layer; manufacturing problems layer involves new product development, complex problem solving, large-scale simulation, etc. He pointed out that many aspects problems of the system structure need to be researched. The above two kinds of cloud manufacturing architecture is earlier proposed in the research field of cloud manufacturing and recognized from all walks of life. It presents a basic train of thought for research workers in this field in the future and other representative cloud manufacturing architecture researches are shown in Table 1. Researchers Year Layer Nos. Hierarchical classification Object oriented Li Bohu et al. [17] 2010 5 physical resources, virtual resources, core resources, application interface, application overall system Li Haicheng [11] 2010 5 physical resources, logical resources, resource interfaces, service, manufacturing issues overall system Yin Chao et al. [18] 2011 9 basic support, platform integration operating environment, platform tools, resources, platform service components, service modules, business model, transaction, user mid-small enterprises cluster Zhan Decheng et al. [19] 2011 4 virtual manager, service software support platform, service platform, service standard set group enterprise cluster Liu Siyan et 2012 4 physical resources, logical services, integrated micro and
  • 4. The Overview of Cloud Manufacturing Technology Research www.ijres.org 10 | Page al. [20] services, terminal applications small enterprises Huang Biqing et al.[21] 2013 12 resource, integrated operation platform, basic support, durable service, engine, tool, service component, service module, business model, business, enterprise service bus, user mid-small enterprises cluster Yan Hongbo et al. [22] 2014 6 resources, access, services, core services, application interfaces, users overall system Xiang Zhen et al. [23] 2015 5 infrastructure as a service, platform as a service, software as a service, service management, the user to access numerical control processing enterprises Table 1 Overview of cloud manufacturing system architecture 2.4 Typical characteristics of cloud manufacturing The characteristics of cloud manufacturing were described and analyzed from different angles in Ref. [23- 27], shown in Table 2. In general, the characteristics of cloud manufacturing can be summarized as following: complexity, dispersibility, targeted, networked, dynamic nature and uncertainty, etc. Research perspectives Main viewpoints Proposer and time macroscopic perspective Oriented service and demand, uncertainty, user participation, transparency and integration, active, support multiple users, support payment according to the need of use, low threshold, outsourcing, agile, specialization, based on capacity sharing and transactions, knowledge- based, group innovation, green and low carbon manufacturing Tao Fei et al. (2011) [24] user interface generalization and naturalness, intelligentialize and mobility, virtualization and loose coupling, personalized and the whole lifecycle can be customized Ma Cuixia et al. (2011) [25] manufacturing mode manufacturing resources, self organization, cooperation, on-demand, etc. Meng Xiangxu et al. (2011) [26] manufacturing resources and capabilities On the basis of the digitization (common feature), physical association, virtualization, servitization, coordination, intelligentialize Li Bohu et al. (2012) [27] micro perspective massive resources, isomerism, complexity and coarse granularity, user highly participation and diversity, strong self-healing property Zhu Linan (2014) [28] Table 2 Typical characteristics of cloud manufacturing 2.5 Key technologies of cloud manufacturing The structure, operation, maintenance and management of cloud manufacturing are a complex systematic engineering, involving many theoretical and technical problems need to be solved urgently. The present researches mainly concentrate in five aspects [6,12-15,26,29], shown in Figure 2. Later, on the basis of the in- depth study of the key technologies related to cloud manufacturing, Li Bohu et al summarized a more complete cloud manufacturing technology system [10], including: overall technology, cloud manufacturing resource embedded and perceptive technology, the virtualization and servitization technology of cloud manufacturing resource and capacity, the virtualized cloud manufacturing service environment construction and management technology, the virtualized cloud manufacturing services environment operation technology, the virtualized cloud manufacturing service environment assessment techniques, the cloud manufacturing credible and safe manufacturing service technology, the cloud manufacturing general suitable human-computer interaction technology. The content of each technology was further expanded.
  • 5. The Overview of Cloud Manufacturing Technology Research www.ijres.org 11 | Page Key techs of cloud manufa cturing (CM) Model architecture standards and specifications The cloud tech Cloud services integrated management tech CM security tech CM business management mode and tech Multi-users, business operation, service-oriented CM architecture Manufacturing resources trading, sharing and interoperation model Related standard, protocol, specification, etc., as a cloud service access standards, cloud services description specifications, etc Participating in the bottom layer of CM physical device of intelligent embedded terminal access tech, mutual access tech of cloud computing Cloud terminal service definition encapsulation and release resources, the development of virtualization tech and corresponding tools Cloud request access and access to the CM platform techs, as well as technical support platform users using the CM services The internet of things tech CM services to provide model and promote, cloud users (including cloud end and cloud request end) management, authorization mechanism, etc Highly efficient, intelligent CM services search and dynamic matching tech Efficient and dynamic cloud service form, polymerization and storage methods CM tasks dynamically build and deploy, decomposition, resource service coordination scheduling optimization configuration method Cloud to provide access to resources and services management, such as the unified interface definition and management, management, etc CM terminal trusted access, publishing tech CM reliable operation tech, etc CM trusted network tech System and service reliability tech, etc Cloud terminal embedded trusted hardware CM model of enterprise business processes under dynamic structure, management and implementation tech Cloud service cost, pricing, bargaining and operation strategy, and the corresponding electronic payment tech, etc CM model parties (cloud provides end, cloud request end, operators) credit management mechanism and the implementation tech and so on Fig. 2 Study on key technologies of cloud manufacturing III. APPLICATION STATUS OF CLOUD MANUFACTURING At present, although the theory of cloud manufacturing is in the primary stage, the cloud manufacturing mode have been promoted and applied in many enterprises and institutions in China and abroad. 3.1 Application of foreign cloud manufacturing Western developed countries have carried out lots of work related to the cloud manufacturing and made a series of achievements. In 2000, the United States established a networked platform called MFG.COM, which has become the world's largest manufacturing industry trading platform, providing the global manufacturing partners fast and efficient service. By the end of 2012, there are nearly 20 million manufacturers provide services to consumers on this platform [30]. Local-Motors.com, which is the networked platform of the United States off-road racing car factory, adopts the way of service crowdsourcing, and all the individualized design and manufacturing process in the whole car production process are crowdsourced to small and medium-sized enterprises. Ponoko [31] is an on-demand production service provider. Its cloud platform used for product customization provides accessible manufacturing resources to the designers and realizes the condition of product development. Considering the cost of raw materials and the using time of production equipment, products are priced. In addition, manufacturing cloud project was launched by the EU seventh framework in August 2010. With the support of application--software as a service, the configurable manufacturing services will be provided to the users and product customization, which is multi-user oriented and web-based, will be realized [32]. 3.2 Application of domestic cloud manufacturing Domestic research and promotion work of cloud manufacturing service platform is mainly concentrated in group enterprises and small and medium-sized enterprises.
  • 6. The Overview of Cloud Manufacturing Technology Research www.ijres.org 12 | Page 3.2.1 Cloud manufacturing service platform for aerospace complex products Considering some characteristics such as the long development cycle of complex aerospace products, involved more discipline fields and the uneven distribution of the group's internal resources, Aerospace Science and Industry Corporation II Hospital and Beijing University of Aeronautics and Astronautics jointly set up a cloud manufacturing service platform for aerospace complex products [27,33]. At present, some prominent advantages such as high performance computing (more than 20 trillion times) resources have been accessed, multi-disciplinary and large-scale analysis software and related resources are stored (more than 300T), the high- end CNC machining equipments are equipped and the professional ability of cellular manufacturing system and various manufacturing stages, have achieved the integration of the group's manufacturing resources and capabilities, greatly reduced the cost and improved the group's resource utilization, informatization and competitiveness. 3.2.2 BISWIT cloud services platform [34] In order to realize the close collaboration of the external resources and core business such as enterprises manufacturing process and others in small and medium-sized enterprises, Enwei Collaborative Technology Co., Ltd. has developed a cloud manufacturing service platform called BISWIT, which has already provided more than 500 small and medium-sized enterprises cloud services for enterprise management. The users can obtain a series of tools support such as manufacturing resource registry, resource demand publishing, searching for resources supply and demand, resource capacity assessment, collaborative manufacturing management and transaction settlement management in the BISWIT. 3.2.3 Cloud manufacturing platform for mould industry The existing problems for mould industry such as independent research and development ability is insufficient, low proportion of technical personnel in most enterprises, the lack of sophisticated detection equipment, the enterprise management level is not high and lack of modern method and means for product development, Li Bo et al. [35] from Huazhong University of Science and Technology proposed a cloud manufacturing platform for supporting the collaboration of mould industries. This platform provides mould manufacturing enterprises company registry, intelligently searching for manufacturing service and capability, service trade, service evaluation and other functions, thus it is beneficial to integrate resources and abilities within the region, to improve the competition of the industry, to promote the manufacturing industry to a higher level development. In addition, according to the characteristics of Ningbo mould industry, Zhejiang University and other companies developed a set of cloud manufacturing service platform system, in which a variety of forms of enterprise alliance are established, to ensure the successful operation of the service platform and system, to help mould enterprise expand to the service industry, and expand to upstream and downstream direction of the industry development [36]. In addition, there are many researchers from other aspects research and develop the applications of cloud manufacturing platform. For example, Song Tingxin et al. [37] have developed a software system of cloud manufacturing service platform for small and medium-sized enterprises, validated in components manufacturing industry of car / motorcycle industry and in supply chain of steel industry. Through online and offline service, it effectively integrated manufacturing service resources of the industry and achieved the effective management of cloud manufacturing service. For the features of fault diagnosis, Li Qiang et al. [38] put forward a cloud manufacturing service platform, which is validated in Baotou steel seamless that it is effective for manufacturing service platform to diagnose faults. Gao Pei [39] proposed a cloud manufacturing design platform for personalized customization cranes. It realizes the high collaboration between personalized customization of the users and each service provider, shortens the period of design and production of crane product, improves the utilization ratio of resources and increase the income of the enterprises. IV. CONCLUSION AND OUTLOOK In this paper, the definition, system composition and operation principle, system architecture, typical characteristics, key technology and application status of cloud manufacturing is simply described and analyzed, which is aimed to pave the way for the subsequent research. As a new networked manufacturing mode, cloud manufacturing provides the manufacturing industry an effective means and support to further improve the level of networked, socialization, greenization, servitization and intelligentize. Therefore, whether it is from a theoretical or practical viewpoint, cloud manufacturing has great significance. Today, cloud manufacturing has left the clouds. In many manufacturing fields such as the mould manufacturing, 3D printing and product developing, it plays a huge role, but many scientific issues and key technologies need to be further researched in other aspects, such as cloud manufacturing business operation mode, the composition problem of cloud manufacturing services, cloud manufacturing intellectual property issues, cloud manufacturing information management, big data analyzing in the cloud manufacturing, cloud
  • 7. The Overview of Cloud Manufacturing Technology Research www.ijres.org 13 | Page manufacturing and 3D printing technology, cloud manufacturing safety and credible manufacturing and so on. In the future, with the cloud manufacturing mode becoming more and more complete, the cloud manufacturing will play an important role in social development. It will be forcing the productive service industry and manufacturing industry to create a new business model, promoting the strategic adjustment of economic structure of our country, and playing an important role in transforming China from a manufacturing of quantity to one of quality. REFERENCES [1] Li Jinhua. Manufacturing industry in China under the new international background: the paradoxes and its countermeasures[J]. Shanghai journal of economics,2010.4:3-10. [2] Notice about print and distribute “made in China 2025” by the state council [J]. Gazette of the State Council of the People’s Republic of China,2015.16:10-26. [3] Wang Yanan. Research on manufacturing industry's opportunity , challenge and development under integration of industrialization and informatization[J]. Journal of Beijing university of posts and telecommunications,2011.13(2):75-82. [4] DILLON T, CHEN W, CHANG E. Cloud computing: issues and challenges [C] / /Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications. Washington, D.C. , USA: IE EE, 2010: 27-32. [5] A TZO RI L, T ERA A, M ORABITO G. T he Internet of things: a survey [J]. Computer Networks, 2010, 54 ( 15 ) :2787-2805. [6] Li Bohu,Zhang Lin,Wang Shilong,et al. Cloud manufacturing: a new service-oriented networked manufacturing model[J]. Computer integrated manufacturing systems,2010,16(1):1-7+16. [7] Hou Chuang. Cloud manufacturing: can't be touched[J]. Manufacturing information engineering of China,2010(3.) [8] Jia Kai. Promoting cloud manufacturing needs inheritance and innovation[J]. Manufacturing information engineering of China,2010.24:28-29. [9] Li Bohu,Zhang Lin,Chai Xudong. Cloud manufacturing: cloud computing in manufacturing[R]. Beijing: China Cloud Computing Conference,2010(in Chinese). [10] Li Bohu,Zhang Lin,Chai Xudong. Introduction to cloud manufacturing[J]. ZTE Communications,2010.16(04):5-8. [11] Yang Haicheg. Cloud manufacturing is a manufacturing services[J]. Manufacture information engineering of China, 2010, 39(6): 22-23. [12] Li Chunquan,Shang Yuling,Hu Chunyang,et al. Research of structure and key technologies for cloud manufacturing[J]. Modular machine tool & automatic manufacturing technique,2011(cr7). [13] Zhang Lin,Luo Yongliang,Tao Fei,et al. Key technologies for the construction of manufacturing cloud[J]. Computer integrated manufacturing systems,2010.11:2510-2520. [14] Li Xuedong,Zhang Min,Chen Zhixin. Preliminary research on system and key technologies of cloud manufacturing[J].Gansu science and technology,2014.04:47-50. [15] Yao Xifan,Jin Hong,Xu Chuan,et al. Virtualization and servitization of cloud manufacturing resources[J]. Journal of South China university of technology(Natural Science Edition),2013.03:1-7. [16] Li Bohu,Zhang Lin,Chai Xudong. Cloud manufacturing:cloud computing in manufacturing[C]//Proceedings of China Cloud Computing Conference(CCCC). Beijing: Chinese Institute of Electronics,2010(in Chinese). [17] Li Bohu, Zhang Lin, Ren Lei, et al. Further discussion on cloud manufacturing [J]. Computer Integrated Manufacturing Systems,2011,17(3):449-457(in Chinese). [18] Yin Chao, Huang Biqing, Liu Fei, et al. Common key technology system of cloud manufacturing service platform for small and medium enterprise[J]. Computer integrated manufacturing systems,2011,17(3):495-503(in Chinese). [19] Zhan Dechen,Zhao Xibin,Wang Shungqiang,et al. Cloud manufacturing service platform for group enterprise oriented to manufacturing and management [J]. Computer Integrated Manufacturing Sysems.2011,17(3):487-494(in Chinese). [20] Liu Siyan,Ye Wenhua,Liao Wenhe. A platform of B2C schemed cloud manufacturing for Micro and small enterprises: iMachCloud[J]. Manufacturing information engineering of China,2012.05:14-16+21. [21] Huang B, Li C, Yin C, et al. Cloud manufacturing service platform for small-and medium-sized enterprise[J]. The International Journal of Advanced Manufacturing Technology,2013(4):1261-1272. [22] Yan Hongbo,Yu Qing,Li Qiang,et al. Cloud manufacturing service platform for non-standard research and development[J]. Machinery design & manufacture,2014.02:262-264. [23] [23] Xiang Zhen , Gao Hongli. Cloud manufacturing platform architecture of cNc processing plant based on SoA[J]. Manufacturing automation,2015.03:90-95. [24] Tao Fei,Zhang Lin,Luo Yongliang,et al. Typical characteristics of cloud manufacturing and several key issues of cloud service composition[J]. Computer integrated manufacturing system,2011.03:477-486. [25] Ma Cuixia,Ren Lei,Teng Dongxing,et al. Ubiquitous human-computer interaction in cloud manufacturing[J]. Computer Integrated Manufacturing Systems,2011,17(3);504-510 [26] Meng Xiangxu,Liu Shijun,Wu Lei,et al. Model and key technologies of cloud manufacturing[J]. Journal of Shandong university of technology,2011.05:13-20. [27] Li Bohu,Zhang Lin,Ren Lei,et al. Typical characteristics,technologies and applications of cloud manufacturing[J]. Computer integrated manufacturing system,2012.07:1345-1356. [28] Zhu Linan. Research on resource modeling and selection in cloud manufacturing[D]. Zhejiang university of technology,2014. [29] Wang Yunxia , Qiu Shenghai , Wang Zhiliang. A new manufacturing model for servitization——cloud manufacturing overview[J]. Modern manufacturing engineering,2013.03:124-128. [30] Wu D Z , Greer J M , Rosen D W , et al. Cloud manufacturing: strategic vision and state-of-the-art [J].Journal of Manufacturing Systems,2013(10):564-579. [31] How It Works. Ponoko[EB/OL].2012. http://www.ponoko.com/make-and-sell/how-it-works. [32] Ursula Rauschecker,Matthias Stöhr,Daniel Schel. Requirements and concept for manufacturing service management and execution platform for customizable products[R].ASME2012 International Manufacturing Science and Engineering Conference (MSEC2012).Indiana:Notre Dame,2012.
  • 8. The Overview of Cloud Manufacturing Technology Research www.ijres.org 14 | Page [33] Zhang Lin,Qu Hejian,Luo Yongliang,et al. Research and application of cloud manufacturing[J]. Advanced materials industry.2013(8):63-68. [34] Zhang Lin,Luo Yongliang,Tao Fei, et al. Cloud manufacturing: a new manufacturing paradigm[J].Enterprise Information Systems.2012. [35] Gu Xinjian,Huang Shenquan,Chen Jixi,et al. Cloud manufacturing service platform driven by mold manufacturing industry demand[J]. Computer integrated manufacturing system,2012.07:1650-1657. [36] Li Bo,Zhang Guojun,Shi Songxin. Mould industry cloud manufacturing platform supporting cooperation and its key technologies[J]. Computer integrated manufacturing system,2012.07:1620-1626. [37] Song Tingxin , Zhang Chenglei , Li Chenghai , et al. Cloud manufacturing service platform for small and medium enterprises[J].Computer integrated manufacturing system,2013.05:1147-1154. [38] Li Qiang,Yu Qing,Yan Hongbo,et al. Research and application of cloud manufacturing services platform of fault diagnosis[J]. Forging & stamping technology,2014.02:137-143. [39] Gao Fei , Wang Zongyan , Zheng Jiang , et al. Personalization oriented crane design platform[J].Journal of test and measurement technol,2015.01:87-92.