This document proposes models for managing the life cycle and evolution of IoT systems in smart cities. It presents a three stage model of IoT development from technology-centered to people-centered to evolution-by-design. A layered model shows the complexity from hardware to sustainability. A 3D model frames evolution support in time and space dimensions. Examples show cross-boundary learning and time-dimensional flexible additions. The proposed evolution-by-design approach aims to empower dynamic evolution, but detailed impact studies are future work.
A Dimensional Model of Service Design Toward Utilizing Public Transportation ...Toshihiko Yamakami
A Dimensional Model of Service Design Toward Utilizing Public Transportation Open Data
(presentation for ICSESS2017, Beijng, China)
[version history]
a1711talk-icsess-251-public-transportation-open-data-service-design-171121.pdf
Singularity Literacy: Civic Skill Shift from Workplace to StudyplaceToshihiko Yamakami
Singularity Literacy: Civic Skill Shift from Workplace to Studyplace
a presentation for ISCIT-2018, Bangkok, Thailand, September 2018
A1809talk iscit-singularity-literacy-studyplace-181002a.pdf
A Dimensional Model of Service Design Toward Utilizing Public Transportation ...Toshihiko Yamakami
A Dimensional Model of Service Design Toward Utilizing Public Transportation Open Data
(presentation for ICSESS2017, Beijng, China)
[version history]
a1711talk-icsess-251-public-transportation-open-data-service-design-171121.pdf
Singularity Literacy: Civic Skill Shift from Workplace to StudyplaceToshihiko Yamakami
Singularity Literacy: Civic Skill Shift from Workplace to Studyplace
a presentation for ISCIT-2018, Bangkok, Thailand, September 2018
A1809talk iscit-singularity-literacy-studyplace-181002a.pdf
A Visualization Framework to Empower Small and Medium-Sized Enterprises in Op...Toshihiko Yamakami
A Visualization Framework to Empower Small and Medium-Sized Enterprises in Open Innovation
(ICSSSM2018, Hangzhou, China, July 2018)
a1807talk-icsssm-a-ted-visualization-180719b.pdf
Cloud Computing Innovation Council for India - concept paperShrinath V
This document is the latest concept note of the cloud innovation council of India.
To contribute to this effort, apply to a working group here: https://docs.google.com/forms/d/1FFsXM5l4tHmlHPm5T1UuVmfCq8ixSzMzT0vrq-EAsQU/viewform
Reinforcement learning is the next revolution in artificial intelligence (AI). As a feedback-driven and agent-based learning technology stack that is suitable for dynamic environments, reinforcement learning methodologies leverage self-learning capabilities and multi-agent potential to address issues that are unaddressed by other AI techniques. In contrast, other machine learning, AI techniques like supervised learning and unsupervised learning are limited to handling one task at a given time.
With the advent of Artificial General Intelligence (AGI), reinforcement learning becomes important in addressing other challenges like multi-tasking of intelligent applications across different ecosystems. The technology appears set to drive the adoption of AGI technologies, with companies futureproofing their AGI roadmaps by leveraging reinforcement learning techniques.
This report provides an analysis of the startups focused on reinforcement learning techniques across industries. To purchase the complete report visit https://www.researchonglobalmarkets.com/reinforcement-learning-startup-ecosystem-analysis.html.
Netscribes offers customizations to this report depending on your specific needs. To request a customized report, contact info@netscribes.com.
To purchase the full report, write to us at info@netscribes.com
Karim Baina Society 5.0/Industry5.0 15072021Karim Baïna
Ma Conférence invitée à la Plénière de la conférence "BML'21: 2nd International Conference on Big Data, Modelling and Machine Learning 15-16 July, 2021 ENSA Kenitra, Morocco."
par un keynote invité intitulé "Society/Industry 5.0 - Paradigm Shift Accelerated by COVID-19 Pandemic, beyond Technological Economy and Society".
مساهمتي في " الموتمر العالمي حول البيانات الضخمة، النمذجة، التعلم الالي، 15-16 يوليوز 2021، المدرسة الوطنية للعلوم التطبيقية بالقنيطرة، المغرب" بمداخلة مستضافة عنوانها "مجتمع الجيل الخامس / صناعة الجيل الخامس الطفرة النوعية ودور الأزمة الصحية في تسريعها
Cloud Computing Role in Information technologyKHakash
Simply put, cloud computing is the delivery of computing services—including servers, storage, databases, networking, software, analytics, and intelligence—over the Internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale.
Information technology (IT) is part of the value chain and corporate strategy of companies (PORTER, 1998). This area has been highlighted by its rapid development being responsible for several technological innovations, which affect the strategic positioning of companies. In the 1970s the computing model based on both proprietary technology and high cost large computers, known as mainframes, contributed to the formation of oligopolies in companies providing IT services which provided data processing to consumer companies.
With some experts predicting that 3D printing will have more impact on economies and society than the internet, manufacturing industries are expected to look for opportunities for the early adoption of this game changing, innovative, technology. However, a recent report by Ipsos Business Consulting and VNU Exhibitions Asia suggests that manufacturers in China are adopting 3D printing technology at a much slower pace than anticipated.
Contact our China team to find out more. Email: china.bc@ipsos.com
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...Ionel GRECESCU
Historically, Product Lifecycle Management vendors have supported AEC solutions while Enterprise Resource Planning vendors have been focusing on the EPC side of the AEC/EPC ecosystem.
It is time to adopt a holistic approach to Construction Lifecycle and both, PLM and ERP vendors, must provide new technologies and solutions to promote efficient collaboration between Construction disciplines and streamline Business Practices that result in increased profitability and significant savings for their customers.
Construction Lifecycle Management promotes new ways of thinking and doing business, aiming to achieve Lean by delivering an innovative Construction Process Integration framework to manage holistically all the phases of the Lifecycle of a Capital Asset: design, build, operate and retirement.
Karim Baïna (ENSIAS) Cloud research opportunitiesKarim Baïna
research opportunities on cloud computing : Karim Baïna presentation at « Les Journées Technologies du Cloud Computing », UCAM, Marrakesh, April 20 & 23, 2012, EA for cloud transition, cloud interoperability, SOA for cloud, cloud-government (c-gov).
Karim Baïna, Alqulasadi research team on enterprise architecture, ENSIAS
these slides on slideshare : http://bit.ly/RnbBoN
inside youtube video : http://youtu.be/HPHx22dtJUw
Smart SE: Recurrent Education Program of IoT and AI for BusinessHironori Washizaki
Hironori Washizaki, "Smart SE: Recurrent Education Program of IoT and AI for Business," 2021 IEEE International Conference on Educational Technology (ICET), Keynote, Online, June 20, 2021.
Separation of Organic User Interfaces: Envisioning the Diversity of Programma...Felix Epp
Emerging technologies in nanotechnology, material science and mi- cro-robotics will make Programmable Matter possible. This creates the vision of transformable user interfaces as the successor of today’s user interfaces. This theoretical work discusses the new concepts in creating these interfaces. Instead of creating a singular device for the various use-cases and contents, future inter- faces will focus more on representing the underlying content and mental models than on a certain technique. This will lead to a vast variety of physical devices each representing one virtual entity and forming the overall user interaction in combination with each other. The concept of TiID – Time Interface Device – exemplifies such a device by including all time dependent actions and attributes in one device.
Understanding the IoT Connectivity Landscape – A Contemporary M2M Radio Techn...Ericsson
This article addresses the market-changing phenomenon of the Internet of Things (IoT), which relies on the underlying paradigm of machine-to-machine (M2M) communications to integrate a plethora of various sensors, actuators, and smart meters across a wide spectrum of businesses.
Inventing Things tTht Matter to the World; Inventing Things tht that Matter to the WOrld; Inventing Things That Matter to the WOrld; Inventing Things That Matter to the World (correct)
A Visualization Framework to Empower Small and Medium-Sized Enterprises in Op...Toshihiko Yamakami
A Visualization Framework to Empower Small and Medium-Sized Enterprises in Open Innovation
(ICSSSM2018, Hangzhou, China, July 2018)
a1807talk-icsssm-a-ted-visualization-180719b.pdf
Cloud Computing Innovation Council for India - concept paperShrinath V
This document is the latest concept note of the cloud innovation council of India.
To contribute to this effort, apply to a working group here: https://docs.google.com/forms/d/1FFsXM5l4tHmlHPm5T1UuVmfCq8ixSzMzT0vrq-EAsQU/viewform
Reinforcement learning is the next revolution in artificial intelligence (AI). As a feedback-driven and agent-based learning technology stack that is suitable for dynamic environments, reinforcement learning methodologies leverage self-learning capabilities and multi-agent potential to address issues that are unaddressed by other AI techniques. In contrast, other machine learning, AI techniques like supervised learning and unsupervised learning are limited to handling one task at a given time.
With the advent of Artificial General Intelligence (AGI), reinforcement learning becomes important in addressing other challenges like multi-tasking of intelligent applications across different ecosystems. The technology appears set to drive the adoption of AGI technologies, with companies futureproofing their AGI roadmaps by leveraging reinforcement learning techniques.
This report provides an analysis of the startups focused on reinforcement learning techniques across industries. To purchase the complete report visit https://www.researchonglobalmarkets.com/reinforcement-learning-startup-ecosystem-analysis.html.
Netscribes offers customizations to this report depending on your specific needs. To request a customized report, contact info@netscribes.com.
To purchase the full report, write to us at info@netscribes.com
Karim Baina Society 5.0/Industry5.0 15072021Karim Baïna
Ma Conférence invitée à la Plénière de la conférence "BML'21: 2nd International Conference on Big Data, Modelling and Machine Learning 15-16 July, 2021 ENSA Kenitra, Morocco."
par un keynote invité intitulé "Society/Industry 5.0 - Paradigm Shift Accelerated by COVID-19 Pandemic, beyond Technological Economy and Society".
مساهمتي في " الموتمر العالمي حول البيانات الضخمة، النمذجة، التعلم الالي، 15-16 يوليوز 2021، المدرسة الوطنية للعلوم التطبيقية بالقنيطرة، المغرب" بمداخلة مستضافة عنوانها "مجتمع الجيل الخامس / صناعة الجيل الخامس الطفرة النوعية ودور الأزمة الصحية في تسريعها
Cloud Computing Role in Information technologyKHakash
Simply put, cloud computing is the delivery of computing services—including servers, storage, databases, networking, software, analytics, and intelligence—over the Internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale.
Information technology (IT) is part of the value chain and corporate strategy of companies (PORTER, 1998). This area has been highlighted by its rapid development being responsible for several technological innovations, which affect the strategic positioning of companies. In the 1970s the computing model based on both proprietary technology and high cost large computers, known as mainframes, contributed to the formation of oligopolies in companies providing IT services which provided data processing to consumer companies.
With some experts predicting that 3D printing will have more impact on economies and society than the internet, manufacturing industries are expected to look for opportunities for the early adoption of this game changing, innovative, technology. However, a recent report by Ipsos Business Consulting and VNU Exhibitions Asia suggests that manufacturers in China are adopting 3D printing technology at a much slower pace than anticipated.
Contact our China team to find out more. Email: china.bc@ipsos.com
Whitepaper: "Construction Lifecycle Management – a necessary business strateg...Ionel GRECESCU
Historically, Product Lifecycle Management vendors have supported AEC solutions while Enterprise Resource Planning vendors have been focusing on the EPC side of the AEC/EPC ecosystem.
It is time to adopt a holistic approach to Construction Lifecycle and both, PLM and ERP vendors, must provide new technologies and solutions to promote efficient collaboration between Construction disciplines and streamline Business Practices that result in increased profitability and significant savings for their customers.
Construction Lifecycle Management promotes new ways of thinking and doing business, aiming to achieve Lean by delivering an innovative Construction Process Integration framework to manage holistically all the phases of the Lifecycle of a Capital Asset: design, build, operate and retirement.
Karim Baïna (ENSIAS) Cloud research opportunitiesKarim Baïna
research opportunities on cloud computing : Karim Baïna presentation at « Les Journées Technologies du Cloud Computing », UCAM, Marrakesh, April 20 & 23, 2012, EA for cloud transition, cloud interoperability, SOA for cloud, cloud-government (c-gov).
Karim Baïna, Alqulasadi research team on enterprise architecture, ENSIAS
these slides on slideshare : http://bit.ly/RnbBoN
inside youtube video : http://youtu.be/HPHx22dtJUw
Smart SE: Recurrent Education Program of IoT and AI for BusinessHironori Washizaki
Hironori Washizaki, "Smart SE: Recurrent Education Program of IoT and AI for Business," 2021 IEEE International Conference on Educational Technology (ICET), Keynote, Online, June 20, 2021.
Separation of Organic User Interfaces: Envisioning the Diversity of Programma...Felix Epp
Emerging technologies in nanotechnology, material science and mi- cro-robotics will make Programmable Matter possible. This creates the vision of transformable user interfaces as the successor of today’s user interfaces. This theoretical work discusses the new concepts in creating these interfaces. Instead of creating a singular device for the various use-cases and contents, future inter- faces will focus more on representing the underlying content and mental models than on a certain technique. This will lead to a vast variety of physical devices each representing one virtual entity and forming the overall user interaction in combination with each other. The concept of TiID – Time Interface Device – exemplifies such a device by including all time dependent actions and attributes in one device.
Understanding the IoT Connectivity Landscape – A Contemporary M2M Radio Techn...Ericsson
This article addresses the market-changing phenomenon of the Internet of Things (IoT), which relies on the underlying paradigm of machine-to-machine (M2M) communications to integrate a plethora of various sensors, actuators, and smart meters across a wide spectrum of businesses.
Inventing Things tTht Matter to the World; Inventing Things tht that Matter to the WOrld; Inventing Things That Matter to the WOrld; Inventing Things That Matter to the World (correct)
the evolving enterprise architecture: a digital transformation perspective is a paper describing the role of IoT in the enterprises and how the EA is related to that.
Tools and Techniques for Designing, Implementing, & Evaluating Ubiquitous Com...ijceronline
Interactive systems in the mobile, ubiquitous and virtual environments are at a stage of development where designers and developers are keen to find out more about design, use, and usability of these systems. Ubiquitous Computing is the design, implementation and usability that highlight the theories, techniques, tools and best practices in these environments. This paper shows that usable and useful systems that can be achieved in ways that will improve usability to enhance user experience. Research on the usability issues for young children, teenagers, adults and the elderly is presented with different techniques for the mobile, ubiquitous and virtual environments. Interactive frameworks in the portable, omnipresent, and virtual situations are at a phase of advancement where creators and engineers are quick to discover more about the outline, use, and ease of use of these frameworks. The objective of this research paper is to assess the tools and techniques for designing, implementing, and evaluating ubiquitous computing systems used by developers so as to formulate practical solutions that address the functionality of these systems. Ideal systems ensure that designers are able to develop and predict usability of systems at all the stages of virtual environments. This is particularly essential as it increases the experience of the users. This requires one to use the best tool and techniques backed by theories to practice the same. However this varies across different fields such as ubiquitous and mobile environments. In addition all the computing tools have to share visionary tools that allow them to network while at the same time they are processing and distinctively modeling the user interface. Some of the main methods that are used for smart devices include tools such as tabs, boards and pads. Various tools are usually used in the design of the works of the computer. The need to select appropriate techniques that will allow for the efficient use of the chosen techniques for the devices is thus a necessity. This implies that the selection of such tools should be based on set out effective techniques that have been tested so that the required output is achieved.
A Bibliometric Review of the Evolution of Building Information Modeling (BIM)...Khaled gharib
Building Information Modeling (BIM) is a powerful tool that
allows architects, engineers, and construction professionals to
create detailed 3D models of buildings, which contain a wealth
data about the physical characteristics and attributes of the
project, one of the key benefits that it allows stakeholders to
visualize the project in great detail, which can help identify
potential problems or inefficiencies before construction even
begins. However, BIM data is static and does not reflect
changes or updates that occur after construction is complete.
As the construction industry continues to modernize, Building
Information Modeling (BIM) has become a staple in the design
and construction phases of a project. The widespread adoption
of Building Information Modeling (BIM) and the recent
emergence of Internet of Things (IoT) applications offer several
new insights and decision-making capabilities throughout the
life cycle of the built environment. In recent years, the ability of
real-time connectivity to online sensors deployed in an
environment has led to the emergence of the concept of the
Digital Twin of the built environment. This is where the concept
of the digital twin has emerged to revolutionize the way
buildings are managed and operated throughout their entire
lifecycle. A digital twin is a virtual replica of a physical asset or
system that incorporates real-time data from sensors and other
sources, by connecting BIM models to IoT sensors and other
data sources, it is possible to create a dynamic digital twin that
can provide real-time insights into the performance and
condition of a building. Overall, the integration of BIM and IoT
into digital twins offers a powerful tool for designers, engineers,
and building managers to optimize the performance and
efficiency of buildings. This paper conduct a bibliometric review
over the evolution of BIM to DT, examining the benefits of each
technology and how Digital Twin expand on the capabilities of
BIM. The paper also will discuss Digital Twin and BIM in the
industry, discussing real-world applications and the tangible
benefits that organizations have experienced. Ultimately, this
paper highlights the importance of embracing new
technologies like Digital Twins to achieve optimal efficiency and
cost savings in the building industry
The IoT Methodology aims to provide a loosely structured ecosystem of mutual value for all who participate, driven by sharing, collaboration, community and learning. An ecosystem made up of tools, design patterns, architecture references and guidelines to build IoT solutions.
In the spirit of the World Wide Web and Open Source communities across the globe, a new collaborative effort must be taken to make the Internet of Things a reality.
It’s alive, it grows, it expands, it has no end date or budget restriction.
MKT 230 Module Two Creating Print Advertisements Assignm.docxraju957290
MKT 230: Module Two: Creating Print Advertisements Assignment
For this assignment, you will be creating print advertisements to promote any fashion retailer of your choice. These print advertisements
should be your own creation and not copied from any existing advertisements. You are required to create two print advertisements for
the same retailer. However, the advertisements must be unique (you cannot use the same images, headline, or sub-headline for both
advertisements). The following information should be included in each ad:
The brand/product name, slogan, headline, and body copy
Images of the products and supporting images
Images can be done on the computer, by hand, or a combination of the two
Something that will catch the attention of your target audience!
This image provided below includes all the required components of a print advertisement. However, feel free to be creative with your
layout.
Headline
Sub-headline (optional)
Body Copy: includes product selling points, slogan, and additional
information that would help to sell the product.
Represents an illustration
Creating Print Advertisements Rubric
Instructor Feedback: This activity uses an integrated rubric in Blackboard. Students can view instructor feedback in the Grade Center. For more information,
review these instructions.
Critical Elements Exemplary (100%) Proficient (85%) Needs Improvement (55%) Not Evident (0%) Value
Main Elements Includes all of the main
elements and requirements
Includes most of the main
elements and requirements
Includes some of the main
elements and requirements
Does not include any of the
main elements and
requirements
25
Integration and
Application
All of the course concepts are
correctly applied
Most of the course concepts are
correctly applied
Some of the course concepts
are correctly applied
Does not correctly apply any
of the course concepts
25
Creative Thinking Synthesizes ideas or expertise
in original ways demonstrating
a high degree of innovation,
divergent thinking, and risk
taking
Synthesizes ideas or expertise in
original ways demonstrating a
moderate degree of innovation,
divergent thinking, and risk
taking
Synthesizes ideas or
expertise in original ways
demonstrating a minimal
degree of innovation,
divergent thinking, and risk
taking
Does not synthesize ideas or
expertise in original ways and
does not demonstrate
innovation, divergent
thinking, and risk taking
25
Integrative Learning Makes simple connections
among ideas and experiences
to effectively synthesize and
transfer learning to new,
complex situations
Makes simple connections among
ideas and experiences to
synthesize and transfer learning
to new, complex situations
Makes simple connections
among ideas and
experiences to synthesize
learning
Is not able to make simple ...
In this presentation, I highlighted the significance of adopting development methods for the successful development of IoT-based systems. By adopting systematic development methods, we can ensure that IoT systems are built with a structured approach, minimizing risks and enhancing overall reliability. I discussed the benefits of utilizing development methods, such as improved project management, streamlined development processes, and the ability to consistently deliver high-quality IoT solutions.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Theoretical work submitted to the Journal should be original in its motivation or modeling structure. Empirical analysis should be based on a theoretical framework and should be capable of replication. It is expected that all materials required for replication (including computer programs and data sets) should be available upon request to the authors.
A Survey of Building Robust Business Models in Pervasive ComputingOsama M. Khaled
Pervasive computing is one of the most challenging and difficult computing domains nowadays. It includes many architectural challenges like context awareness, adaptability, mobility, availability, and scalability. There are currently few approaches which provide methodologies to build suitable architectural models that are more suited to the nature of the pervasive domain. This area still needs a lot of enhancements in order to let the software business analyst (BA) cognitively handle pervasive applications by using suitable tasks and tools. Accordingly, any proposed research topic that would attempt to define a development methodology can greatly help BAs in modeling pervasive applications with high efficiency. In this survey paper we address some of the most significant and current software engineering practices that are proving to be most effective in building pervasive systems.
For citation:
Osama M. Khaled and Hoda M. Hosny. A Survey of Building Robust Business Models in Pervasive Computing. An accepted paper in the 2014 World Congress in Computer Science Computer Engineering and Applied Computing
Whitepaper - IoT Maturity Model (IoTMM)Pablo Junco
This maturity model is a response to an underlying issue encountered in Microsoft Services’ experiences working with large and global organizations on their IoT deployments.
Software Architecture and the role of the Architect has been discussed and deliberated in detail. Architecture still plays major role in success of projects. While the fundamentals remain strong, how architects can contribute in teams success while in agile is an ongoing journey. As the team member endowed with skills and wisdom acquired over the experience frame, we argue Architects are best positioned to prepare a road-map of architectural aspects and participate in planning together with product owners and release owners thus enabling a more meaningful planning and guidance system. Based on Risk and Cost Based Architecture concept by Eltjo Poort and based on CAFFEA framework by Jan Bosch and team, we applied it in projects which led to seeing it as a six stepped approach described in the slides.
SECURETI: ADVANCED SDLC AND PROJECT MANAGEMENT TOOL FOR TI(PHILIPPINES)ijcsit
There are essential security considerations in the systems used by semiconductor companies like TI. Along
with other semiconductor companies, TI has recognized that IT security is highly crucial during web
application developers' system development life cycle (SDLC). The challenges faced by TI web developers
were consolidated via questionnaires starting with how risk management and secure coding can be
reinforced in SDLC; and how to achieve IT Security, PM and SDLC initiatives by developing a prototype
which was evaluated considering the aforementioned goals. This study aimed to practice NIST strategies
by integrating risk management checkpoints in the SDLC; enforce secure coding using static code analysis
tool by developing a prototype application mapped with IT Security goals, project management and SDLC
initiatives and evaluation of the impact of the proposed solution. This paper discussed how SecureTI was
able to satisfy IT Security requirements in the SDLC and PM phases.
There are essential security considerations in the systems used by semiconductor companies like TI. Along
with other semiconductor companies, TI has recognized that IT security is highly crucial during web
application developers' system development life cycle (SDLC). The challenges faced by TI web developers
were consolidated via questionnaires starting with how risk management and secure coding can be
reinforced in SDLC; and how to achieve IT Security, PM and SDLC initiatives by developing a prototype
which was evaluated considering the aforementioned goals. This study aimed to practice NIST strategies
by integrating risk management checkpoints in the SDLC; enforce secure coding using static code analysis
tool by developing a prototype application mapped with IT Security goals, project management and SDLC
initiatives and evaluation of the impact of the proposed solution. This paper discussed how SecureTI was
able to satisfy IT Security requirements in the SDLC and PM phases.
Toward Interactive People Analytics: A New Approach to Leverage Organizationa...Toshihiko Yamakami
Toward Interactive People Analytics: A New Approach to Leverage Organizational Engagement (KICSS2019 presentation)
with version A1911talk kicss-interactive-people-analytics-191121c
at Ho-Chi-Minh City, Vietnam 2019/11/21 (https://kicss2019.hoasen.edu.vn/)
An Experimental Implementation of an Edge-based AI Engine with Edge-Cloud Co...Toshihiko Yamakami
An Experimental Implementation of an Edge-based AI Engine with Edge-Cloud Coordination
a presentation for ISCIT2018, Bangkok, Sep 2018.
a1809talk iscit-edge-ai-dev-env-181002a.pdf
A Dynamism View Model of Convergence and Divergence of IoT StandardizationToshihiko Yamakami
A Dynamism View Model of
Convergence and Divergence of IoT Standardization [HETNET2018 (Workshop of NBiS2018) presentation]
(A1809talk hetnet-iot-dynamism-std-diverge-converge-180908a.pdf)
Device Stand-by Management Scheme of IoT: A Framework for Dealing with Real-w...Toshihiko Yamakami
Device Stand-by Management Scheme of IoT: A Framework for Dealing with Real-world Device Fault Risk In City Platform as a Service
(IMIS2018, Matsue, Japan)
A1807talk imis-task-standby-initiation-180705a
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
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Outline
Background
Related Work
Research Method
Model
Stage Model of Smart IoT (3rd stage: Evolution-by-Design)
Layer Model of Complexity of Smart IoT
3-Dimensional Model of Smart IoT for Evolution-by-Design
Examples of Dimensional Design
Examples of Space-Dimensional Support of Evolution
Examples of Time-Dimentional Support of Evolution
Discussion
Advantages of the Proposed Model
Limitations
Conclusion
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 2 / 21
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Background
Research Purpose
The aim of this research is to develop a licecycle management
framework of smart IoT in order to deal with the interactions of diverse
components of smart IoT systems in time and space dimensions.
Backgrounds
IoT consists of multi-disciplinary integration of hardware, software,
deployment, usability, operation, maintenance, adoption and
ecosystems.
Drawing a beautiful drawing of the final ideal future does not guarantee
the healthy growth of a smart city. A city is an ecosystem that deals
with security, lives, communities, desires, culture, businesses, plans,
coordination, enforcement, and interactions.
A framework to deal with “living things” to evolve is necessary.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 3 / 21
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Related Studies
a) IoT integration
[daSilva:2016] automating deployment of heterogeneous IoT devices
[Joy16] integration of GPS-enabled IoT devices and a privacy protection
module
[Rosenkranz15] continuous integration of open IoT software and networks
and embedded software
b) high-level management of smart cities
[Zomer15] integration of three world views of different stakeholders of a
smart city
[Cohen14] policy and trust issues in Smart Cities IT infrastructure
[Amaba14] integration of multi-disciplinary skills to truly develop Smart Cities
c) life-cycle management of IoT systems
[Neto16] authentication and access control mechanism throughout IoT
life-cycle
[Moore16] three-tiered DevOps model for high-level management of
city-scale IoT integration
The originality of this paper lies in its identification of a dimensional
framework for life-cycle management of smart IoT systems.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 4 / 21
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Research Method
analyze interactions of different components of IoT systems,
analyze the life-cycle management of smart IoT systems,
present a model to deal with the long-term evolution management of
smart IoT systems
present design based on the proposed model to deal with
time-dimensional and space-dimensional evolution of smart IoT
systems.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 5 / 21
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Overview of CPaaS.io
Smart City Innovation is the goal of the CPaaS.io joint R&D project
between Europe and Japan starting from 2016.
To achieve this, the CPaaS.io platform combines the capabilities of
the Internet of Things (IoT), big data analytics and cloud service
provisioning with Open Government Data and Linked Data
approaches.
CPaaS.io hosts multiple projects in different cities in Europe and
Japan, e.g. Utrecht, Amsterdam, Tokyo, Sapporo, and Yokosuka.
URL: https://cpaas.bfh.ch/ CPaaS.io – City Platform as a Service
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 6 / 21
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Description and Challenges for Each Stage
Stage Description Challenges
Technology-
centered
Technology-centered ap-
proach to focus technol-
ogy components to deal
with issues.
Social factors like trust, adoption, community
support, education and policies impact contri-
bution of IoT systems. For inclusion of enter-
prise stakeholders, business models and ecosys-
tems are also critical. Long-term sustainable
operation and maintenance also impact the
success in a long span of time.
People-
centered
Introduction and accep-
tance are managed by
people-centered approach
such as participatory de-
sign. Education and com-
munity support also con-
tribute the long-life of IoT
systems.
Complexity of today’s IoT is overwhelming to
many existing institution in a technological, op-
erational, and ecosystem-level. Also, long-term
evolution of large-scale IoT systems is beyond
the grasp of any ordinary people.
Evolution by
design
Evolution is captured by-
design to enhance feed-
back loop of multiple
stakeholders and scenes.
By-design components depend on contexts and
are no silver bullet. Also, long-term evolution
of IoT systems is largely unexplored field and
difficult to be empowered by any practical ex-
isting frameworks.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 8 / 21
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Layer Model of Complexity of Smart IoT
Hardware Software Integration
Deployment Operation Maintenance
Usability Introduction Acceptance
Business Models Eco-Systems Value Systems
Development
Realization
User Behavior
Sustainability
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 9 / 21
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Examples of Intra-layer Interaction
Components Interactions
Hardware,
Software
Hardware impacts detect-ability, availability, reliability, and per-
formance of software. Software impacts battery life, heat, and
duration of hardware.
Hardware,
Integration
Hardware impacts every aspects of integration. Integration im-
pacts reliability, inter-workability, security and maintainability of
hardware.
Software, In-
tegration
Software impacts every aspect of integration. Integration impacts
functionality, performance, security, availability, reliability, and ex-
tensibility of software.
Deployment,
Operation
Deployment impacts configurability, reliability, security of opera-
tion. Operation impacts requirements of deployment.
Deployment,
Maintenance
Deployment impacts maintainability and time to repair. Mainte-
nance impacts requirements of deployment.
Usability, In-
troduction
Usability is one of key factors for introduction. Introduction sets
the early stage expectation of usability.
Introduction,
Acceptance
Usability is the entry point of acceptance and determines the initial
attitude of acceptance. Acceptance impacts introduction of further
features.
Business Business models impact frameworks of potential eco-systems.Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 10 / 21
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Examples of Inter-layer Interactions of Smart IoT
Layers Interaction
Development, Real-
ization
Aspects of development impacts requirements of realization. Con-
texts and processes of realization provide requirements of develop-
ment.
Development, Sus-
tainability
Quality of development influences sustainability. Sustainability im-
pacts supports of continuing development.
Development, User
behavior
Quality of development impacts every component of user behavior.
User behavior provides requirements of development.
User behavior, Sus-
tainability
User behavior determines sustainability. Sustainability influences ad-
ditional supports of development and realization, which in turn im-
pact user behavior.
Realization, Sustain-
ability
Quality of realization impacts sustainability. Sustainability influences
continuing supports of continuing realization.
Realization, User be-
havior
Quality of realization impacts every component of user behavior.
User behavior provides requirements of realization.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 11 / 21
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3-Dimensional Model of Smart IoT for Evolution-by-Design
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6
+
Implementation,
integration, and
Operation of
each IoT system
Time-dimensional support
for IoT Life-cycle Management
Space-dimensional support
for cross-boundary integration,
operation, and learning
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 12 / 21
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Example of Time-dimensional Support of Evolution
[Smart IoT Time-dimensional support:
Supporting heterogeneous organizations and processes in an add-on-based manner
[People: confirmation,
communication, safety]
- stamp communication (chat))
- entry/exit monitoring (BLE)
- outdoor vital health monitoring
- barcode login (mobility platform)
[Things: management, update,
locating]
- monitoring, reporting, activation
firmware update(LwM2M)
- location confirmation(BLE)
- video monitoring at edge (edge engine)
[Information: sharing,
display, matching]
- information sharing(sensor-linked chat)
- context-aware digital signage
- on-demand learning
(browser-based education)
- notification beacon
[Process: management,
recording]
- transaction logging (easy-to-use logging)
- sharing of facilities, vehicles,
heavy equipment (matching platform)
- vehicle route management
(mobility platform)
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 16 / 21
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Comparison of Approaches
Approach Pros Cons
Top-down
approach
It is concept-driven and fits well
when the given framework of the
design is aligned to the real world
in a long-term manner.
It is fragile for long-term evo-
lution of real-world IoT. It does
not work well when the intuitive
design does not deal with the
whole complexity.
Bottom-up
approach
It fits well as far as each compo-
nent fits the real-world reality. It
can deal with the reality when each
instance fits the targeted niche.
It does not work well when
each part of instance does not
deal with interactions of differ-
ent components well.
Abstraction
approach
It fits well when abstraction
works well in a hardware-agnostic,
network-agnostic, and data-
agnostic manner.
It does not work well when ab-
straction requires much over-
head in the deployment of
niche-fit IoT.
Evolution-
by-design
approach
It fits well when the dynamic as-
pects of cross-boundary and long-
term evolution is covered by the el-
ements of evolution support.
It does not work well when the
cross-boundary and long-term
evolution factors does not con-
tribute the holistic characteris-
tics of smart IoT.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 17 / 21
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Advantages of the Proposed Approach
The proposed layered view model of complexity of IoT presents a
stepping stone to awareness of complexity. It can be used for a
checklist of component and interactions in order to prepare to deal
with complexity.
The proposed concept of evolution-by-design provides a methodology
to empower dynamic evolution of smart IoT systems with awareness of
additional dimensions of life-cycle support: a time-dimensional and a
space-dimensional support.
The proposed life-cycle management model of IoT provides a
foundation to leverage the open loop of dynamic evolution of IoT in a
sustainable large-scale IoT ecosystem such as a smart city.
Design examples described in this paper provides a guidance of
surrounding support for IoT life-cycle management when multiple
heterogeneous stakeholders are involved which is a common case of
smart cities.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 18 / 21
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Limitations
This research is qualitative and exploratory. Detailed study of intra-layer and
inter-layer interactions in the real-world case studies are not covered in this
paper. Quantitative analysis of intra-layer and inter-layer interactions
remains for future study.
Detailed impact analysis of evolution-by-design is not performed in this
paper. Quantitative measures to evaluate influence of an evolution-by-design
approach are not studied in this paper.
Real deployment of an smart-IoT model-based design and its impacts are not
investigated in this paper. Comparison of the proposed method based on the
real-world cases is not performed in this paper.
Long-term evaluation of the proposed method requires investigation of
multi-faceted and multi-disciplinary analysis. Collecting hard-evidence of
feedback and cross-boundary aspects of smart IoT remain for for future
study.
Social, Cross-cultural, cross-regional, and infra-structure-dependent factors
are not examined in this paper. Inter-dimensional factors in the proposed
smart IoT model are not a part of this research.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 19 / 21
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Conclusion
Combined power of embedded computing, sensors, wireless communications,
clouds, data mining, and artificial intelligence is starting to realize total
digital transformation of real world scenes.
Hardware, software, deployment, operation, maintenance, adoption, and
ecosystems require time-consuming efforts to deal with the real-world by the
unprecedented complexity.
In this paper, the author discusses the complexity of smart IoT and presents
a layered view model of IoT complexity. Then, the author presents
importance of life-cycle support of IoT. From this perspective, the author
proposes a 3-dimensional model of smart IoT support including
evolution-by-design support. Finally, the author presents time-dimensional
and space-dimensional support of IoT evolution.
The proposed method is a stepping stone toward the shift of instance
implementation to whole process of evolution of smart IoT.
Toshihiko Yamakami (ACCESS Confidential)An Evolution-by-design Approach: Toward Multi-disciplinary Life-cycle Management of IoT2017/10 20 / 21