SlideShare a Scribd company logo
A Modeling Approach for Cloud Infrastructure Planning Considering
Dependability and Cost Requirements
Abstract:
Cloud computing is a model in which resources such as storage,
applications, and networking infrastructures can be offered as services over
the internet. Cloud applications are becoming even bigger and more
complex with a high availability requirement. This paper presents a
modeling strategy based on a hierarchical and heterogeneous modeling for
cloud infrastructure planning. This modeling strategy allows the selection
of cloud infrastructures according to dependability and cost requirements.
Additionally, a stochastic model generator for cloud infrastructure
planning provides automatic generation of dependability and cost models
for representing cloud infrastructures. A case study based on Moodle
hosted on a Eucalyptus platform is adopted to demonstrate the feasibility
of the proposed solution (modeling strategy and tooling).
Existing System:
This high availability can be provided through the allocation of different
redundancy mechanisms to components of the cloud infrastructures. As a
consequence, a major issue is related to the suggestion of a feasible IT
infrastructure according to dependability and cost requirements.
Dependability and cost modeling have been widely adopted as an essential
activity for improving infrastructure planning and reducing the services
cost stochastic simulation. The former captures conditions that make a
system fail (or to be working) in terms of structural relationships between
the system components. The latter corresponds to the system behavior
(failures and repair activities) by its states and event occurrence expressed
as labeled state transitions. Labels can be probabilities, rates or distribution
functions. The cost model is an equation that provides the costs of different
redundancy modules assigned to components of the cloud infrastructures.
Proposed System:
The major contribution of this paper is a modeling strategy based on a
hierarchical and heterogeneous modeling for cloud infrastructure
planning. Other important contribution are models based on state-space
models such as SPN and combinatorial models such as RBD for
representing cloud applications.
These heterogeneous models are hierarchically combined to depict the
dependencies between components of the cloud infrastructure. The
modeling approach allows the evaluation of cloud infrastructures with
different redundancy mechanisms concerning dependability and cost
requirements. Then, as further contribution, the modeling strategy allows
for the selection of cloud infrastructures according to this evaluation. The
last contribution is the stochastic model generator for cloud infrastructure
planning (SMG4CIP), that implements the modeling strategy.
Hardware Requirements:
• System : Pentium IV 2.4 GHz.
• Hard Disk : 40 GB.
• Floppy Drive : 1.44 Mb.
• Monitor : 15 VGA Colour.
• Mouse : Logitech.
• RAM : 256 Mb.
Software Requirements:
• Operating system : - Windows XP.
• Front End : - JSP
• Back End : - SQL Server
Software Requirements:
• Operating system : - Windows XP.
• Front End : - .Net
• Back End : - SQL Server

More Related Content

What's hot

Elastic resource utilization framework for high capacity and energy efficienc...
Elastic resource utilization framework for high capacity and energy efficienc...Elastic resource utilization framework for high capacity and energy efficienc...
Elastic resource utilization framework for high capacity and energy efficienc...
ieeepondy
 
Planet lab : cloud vs grid computing
Planet lab : cloud vs grid computingPlanet lab : cloud vs grid computing
Planet lab : cloud vs grid computing
Gaurav Singh
 
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
I3E Technologies
 
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
I3E Technologies
 
Stochastic modeling and performance analysis of migration enabled and error-p...
Stochastic modeling and performance analysis of migration enabled and error-p...Stochastic modeling and performance analysis of migration enabled and error-p...
Stochastic modeling and performance analysis of migration enabled and error-p...
ieeepondy
 
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVALEMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
I3E Technologies
 
Follow me cloud-when cloud services follow mobile users
Follow me cloud-when cloud services follow mobile usersFollow me cloud-when cloud services follow mobile users
Follow me cloud-when cloud services follow mobile users
Finalyearprojects Toall
 
An accumulative computation framework on MapReduce ppl2013
An accumulative computation framework on MapReduce ppl2013An accumulative computation framework on MapReduce ppl2013
An accumulative computation framework on MapReduce ppl2013
Yu Liu
 
Dotnet modeling and optimizing the performance- security tradeoff on d-ncs u...
Dotnet  modeling and optimizing the performance- security tradeoff on d-ncs u...Dotnet  modeling and optimizing the performance- security tradeoff on d-ncs u...
Dotnet modeling and optimizing the performance- security tradeoff on d-ncs u...Ecway Technologies
 
Graph based Clustering
Graph based ClusteringGraph based Clustering
Graph based Clustering
怡秀 林
 
Lalal
LalalLalal
Day 3 Conference Welcome by Erik Weaver
Day 3 Conference Welcome by Erik WeaverDay 3 Conference Welcome by Erik Weaver
Day 3 Conference Welcome by Erik Weaver
ETCenter
 
10
1010
11
1111
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Deep Multi-View Spatial-Temporal Network for Taxi Demand PredictionDeep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
ivaderivader
 

What's hot (15)

Elastic resource utilization framework for high capacity and energy efficienc...
Elastic resource utilization framework for high capacity and energy efficienc...Elastic resource utilization framework for high capacity and energy efficienc...
Elastic resource utilization framework for high capacity and energy efficienc...
 
Planet lab : cloud vs grid computing
Planet lab : cloud vs grid computingPlanet lab : cloud vs grid computing
Planet lab : cloud vs grid computing
 
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
SUBSPACE LEARNING AND IMPUTATION FOR STREAMING BIG DATA MATRICES AND TENSORS
 
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
ON TRAFFIC-AWARE PARTITION AND AGGREGATION IN MAPREDUCE FOR BIG DATA APPLICAT...
 
Stochastic modeling and performance analysis of migration enabled and error-p...
Stochastic modeling and performance analysis of migration enabled and error-p...Stochastic modeling and performance analysis of migration enabled and error-p...
Stochastic modeling and performance analysis of migration enabled and error-p...
 
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVALEMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
EMR: A SCALABLE GRAPH-BASED RANKING MODEL FOR CONTENT-BASED IMAGE RETRIEVAL
 
Follow me cloud-when cloud services follow mobile users
Follow me cloud-when cloud services follow mobile usersFollow me cloud-when cloud services follow mobile users
Follow me cloud-when cloud services follow mobile users
 
An accumulative computation framework on MapReduce ppl2013
An accumulative computation framework on MapReduce ppl2013An accumulative computation framework on MapReduce ppl2013
An accumulative computation framework on MapReduce ppl2013
 
Dotnet modeling and optimizing the performance- security tradeoff on d-ncs u...
Dotnet  modeling and optimizing the performance- security tradeoff on d-ncs u...Dotnet  modeling and optimizing the performance- security tradeoff on d-ncs u...
Dotnet modeling and optimizing the performance- security tradeoff on d-ncs u...
 
Graph based Clustering
Graph based ClusteringGraph based Clustering
Graph based Clustering
 
Lalal
LalalLalal
Lalal
 
Day 3 Conference Welcome by Erik Weaver
Day 3 Conference Welcome by Erik WeaverDay 3 Conference Welcome by Erik Weaver
Day 3 Conference Welcome by Erik Weaver
 
10
1010
10
 
11
1111
11
 
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Deep Multi-View Spatial-Temporal Network for Taxi Demand PredictionDeep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
 

Similar to A modeling approach for cloud infrastructure planning considering dependability and cost requirements

Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
Editor IJLRES
 
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
IEEEFINALYEARSTUDENTPROJECT
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEEGLOBALSOFTSTUDENTPROJECTS
 
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
IEEEFINALSEMSTUDENTPROJECTS
 
Multicloud Deployment of Computing Clusters for Loosely Coupled Multi Task C...
Multicloud Deployment of Computing Clusters for Loosely  Coupled Multi Task C...Multicloud Deployment of Computing Clusters for Loosely  Coupled Multi Task C...
Multicloud Deployment of Computing Clusters for Loosely Coupled Multi Task C...
IOSR Journals
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
IJERD Editor
 
Cloud Computing: A Perspective on Next Basic Utility in IT World
Cloud Computing: A Perspective on Next Basic Utility in IT World Cloud Computing: A Perspective on Next Basic Utility in IT World
Cloud Computing: A Perspective on Next Basic Utility in IT World
IRJET Journal
 
Development of a Suitable Load Balancing Strategy In Case Of a Cloud Computi...
Development of a Suitable Load Balancing Strategy In Case Of a  Cloud Computi...Development of a Suitable Load Balancing Strategy In Case Of a  Cloud Computi...
Development of a Suitable Load Balancing Strategy In Case Of a Cloud Computi...
IJMER
 
B03410609
B03410609B03410609
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHMIMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
Associate Professor in VSB Coimbatore
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
Resource usage optimization in cloud based networks
Resource usage optimization in cloud based networksResource usage optimization in cloud based networks
Resource usage optimization in cloud based networks
Dimo Iliev
 
Latest Research Topics on Cloud Computing
Latest Research Topics on Cloud ComputingLatest Research Topics on Cloud Computing
Latest Research Topics on Cloud Computing
Thesis Scientist Private Limited
 
JPJ1403 A Stochastic Model To Investigate Data Center Performance And QoS I...
JPJ1403   A Stochastic Model To Investigate Data Center Performance And QoS I...JPJ1403   A Stochastic Model To Investigate Data Center Performance And QoS I...
JPJ1403 A Stochastic Model To Investigate Data Center Performance And QoS I...
chennaijp
 
TERM PAPER presentation (2).pptx
TERM PAPER presentation (2).pptxTERM PAPER presentation (2).pptx
TERM PAPER presentation (2).pptx
KalashShandilya1
 
A stochastic model to investigate data center performance and qos in iaas clo...
A stochastic model to investigate data center performance and qos in iaas clo...A stochastic model to investigate data center performance and qos in iaas clo...
A stochastic model to investigate data center performance and qos in iaas clo...
Papitha Velumani
 
Cloud sim report
Cloud sim reportCloud sim report
Cloud sim report
Jiachen Yang
 
Psdot 1 optimization of resource provisioning cost in cloud computing
Psdot 1 optimization of resource provisioning cost in cloud computingPsdot 1 optimization of resource provisioning cost in cloud computing
Psdot 1 optimization of resource provisioning cost in cloud computingZTech Proje
 
Cloud Computing IEEE 2014 Projects
Cloud Computing IEEE 2014 ProjectsCloud Computing IEEE 2014 Projects
Cloud Computing IEEE 2014 Projects
Vijay Karan
 

Similar to A modeling approach for cloud infrastructure planning considering dependability and cost requirements (20)

Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cl...
 
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
 
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
2014 IEEE JAVA CLOUD COMPUTING PROJECT A stochastic model to investigate data...
 
Multicloud Deployment of Computing Clusters for Loosely Coupled Multi Task C...
Multicloud Deployment of Computing Clusters for Loosely  Coupled Multi Task C...Multicloud Deployment of Computing Clusters for Loosely  Coupled Multi Task C...
Multicloud Deployment of Computing Clusters for Loosely Coupled Multi Task C...
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Cloud Computing: A Perspective on Next Basic Utility in IT World
Cloud Computing: A Perspective on Next Basic Utility in IT World Cloud Computing: A Perspective on Next Basic Utility in IT World
Cloud Computing: A Perspective on Next Basic Utility in IT World
 
Development of a Suitable Load Balancing Strategy In Case Of a Cloud Computi...
Development of a Suitable Load Balancing Strategy In Case Of a  Cloud Computi...Development of a Suitable Load Balancing Strategy In Case Of a  Cloud Computi...
Development of a Suitable Load Balancing Strategy In Case Of a Cloud Computi...
 
B03410609
B03410609B03410609
B03410609
 
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHMIMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
IMPROVEMENT OF ENERGY EFFICIENCY IN CLOUD COMPUTING BY LOAD BALANCING ALGORITHM
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Scheduling in CCE
Scheduling in CCEScheduling in CCE
Scheduling in CCE
 
Resource usage optimization in cloud based networks
Resource usage optimization in cloud based networksResource usage optimization in cloud based networks
Resource usage optimization in cloud based networks
 
Latest Research Topics on Cloud Computing
Latest Research Topics on Cloud ComputingLatest Research Topics on Cloud Computing
Latest Research Topics on Cloud Computing
 
JPJ1403 A Stochastic Model To Investigate Data Center Performance And QoS I...
JPJ1403   A Stochastic Model To Investigate Data Center Performance And QoS I...JPJ1403   A Stochastic Model To Investigate Data Center Performance And QoS I...
JPJ1403 A Stochastic Model To Investigate Data Center Performance And QoS I...
 
TERM PAPER presentation (2).pptx
TERM PAPER presentation (2).pptxTERM PAPER presentation (2).pptx
TERM PAPER presentation (2).pptx
 
A stochastic model to investigate data center performance and qos in iaas clo...
A stochastic model to investigate data center performance and qos in iaas clo...A stochastic model to investigate data center performance and qos in iaas clo...
A stochastic model to investigate data center performance and qos in iaas clo...
 
Cloud sim report
Cloud sim reportCloud sim report
Cloud sim report
 
Psdot 1 optimization of resource provisioning cost in cloud computing
Psdot 1 optimization of resource provisioning cost in cloud computingPsdot 1 optimization of resource provisioning cost in cloud computing
Psdot 1 optimization of resource provisioning cost in cloud computing
 
Cloud Computing IEEE 2014 Projects
Cloud Computing IEEE 2014 ProjectsCloud Computing IEEE 2014 Projects
Cloud Computing IEEE 2014 Projects
 

More from ieeepondy

Demand aware network function placement
Demand aware network function placementDemand aware network function placement
Demand aware network function placement
ieeepondy
 
Service description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forwardService description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forward
ieeepondy
 
Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...
ieeepondy
 
Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...
ieeepondy
 
Standards for hybrid clouds
Standards for hybrid cloudsStandards for hybrid clouds
Standards for hybrid clouds
ieeepondy
 
Rfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configurationRfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configuration
ieeepondy
 
Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...
ieeepondy
 
Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...
ieeepondy
 
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
ieeepondy
 
Scalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of thingsScalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of things
ieeepondy
 
Scalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory dataScalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory data
ieeepondy
 
Robust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centersRobust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centers
ieeepondy
 
Privacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learningPrivacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learning
ieeepondy
 
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
ieeepondy
 
Protection of big data privacy
Protection of big data privacyProtection of big data privacy
Protection of big data privacy
ieeepondy
 
Power optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ranPower optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ran
ieeepondy
 
Performance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auctionPerformance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auction
ieeepondy
 
Performance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instancesPerformance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instances
ieeepondy
 
Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...
ieeepondy
 
Predictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacentersPredictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacenters
ieeepondy
 

More from ieeepondy (20)

Demand aware network function placement
Demand aware network function placementDemand aware network function placement
Demand aware network function placement
 
Service description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forwardService description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forward
 
Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...
 
Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...
 
Standards for hybrid clouds
Standards for hybrid cloudsStandards for hybrid clouds
Standards for hybrid clouds
 
Rfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configurationRfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configuration
 
Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...
 
Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...
 
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
 
Scalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of thingsScalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of things
 
Scalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory dataScalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory data
 
Robust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centersRobust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centers
 
Privacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learningPrivacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learning
 
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
 
Protection of big data privacy
Protection of big data privacyProtection of big data privacy
Protection of big data privacy
 
Power optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ranPower optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ran
 
Performance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auctionPerformance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auction
 
Performance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instancesPerformance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instances
 
Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...
 
Predictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacentersPredictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacenters
 

Recently uploaded

Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
vaibhavrinwa19
 
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Ashish Kohli
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
Sandy Millin
 
Group Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana BuscigliopptxGroup Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana Buscigliopptx
ArianaBusciglio
 
Pride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School DistrictPride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School District
David Douglas School District
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
Nguyen Thanh Tu Collection
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
Academy of Science of South Africa
 
World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024
ak6969907
 
Digital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Investigating Pavilion DesignsDigital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Investigating Pavilion Designs
chanes7
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
Levi Shapiro
 
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
IreneSebastianRueco1
 
Top five deadliest dog breeds in America
Top five deadliest dog breeds in AmericaTop five deadliest dog breeds in America
Top five deadliest dog breeds in America
Bisnar Chase Personal Injury Attorneys
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
taiba qazi
 
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptxChapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Mohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
Thiyagu K
 
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Dr. Vinod Kumar Kanvaria
 
The basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptxThe basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptx
heathfieldcps1
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 

Recently uploaded (20)

Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
 
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
Aficamten in HCM (SEQUOIA HCM TRIAL 2024)
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
 
Group Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana BuscigliopptxGroup Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana Buscigliopptx
 
Pride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School DistrictPride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School District
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
 
World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024World environment day ppt For 5 June 2024
World environment day ppt For 5 June 2024
 
Digital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Investigating Pavilion DesignsDigital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Investigating Pavilion Designs
 
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...
 
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
 
Top five deadliest dog breeds in America
Top five deadliest dog breeds in AmericaTop five deadliest dog breeds in America
Top five deadliest dog breeds in America
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
 
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptxChapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
 
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
 
The basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptxThe basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptx
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 

A modeling approach for cloud infrastructure planning considering dependability and cost requirements

  • 1. A Modeling Approach for Cloud Infrastructure Planning Considering Dependability and Cost Requirements Abstract: Cloud computing is a model in which resources such as storage, applications, and networking infrastructures can be offered as services over the internet. Cloud applications are becoming even bigger and more complex with a high availability requirement. This paper presents a modeling strategy based on a hierarchical and heterogeneous modeling for cloud infrastructure planning. This modeling strategy allows the selection of cloud infrastructures according to dependability and cost requirements. Additionally, a stochastic model generator for cloud infrastructure planning provides automatic generation of dependability and cost models for representing cloud infrastructures. A case study based on Moodle hosted on a Eucalyptus platform is adopted to demonstrate the feasibility of the proposed solution (modeling strategy and tooling). Existing System: This high availability can be provided through the allocation of different redundancy mechanisms to components of the cloud infrastructures. As a consequence, a major issue is related to the suggestion of a feasible IT infrastructure according to dependability and cost requirements.
  • 2. Dependability and cost modeling have been widely adopted as an essential activity for improving infrastructure planning and reducing the services cost stochastic simulation. The former captures conditions that make a system fail (or to be working) in terms of structural relationships between the system components. The latter corresponds to the system behavior (failures and repair activities) by its states and event occurrence expressed as labeled state transitions. Labels can be probabilities, rates or distribution functions. The cost model is an equation that provides the costs of different redundancy modules assigned to components of the cloud infrastructures. Proposed System: The major contribution of this paper is a modeling strategy based on a hierarchical and heterogeneous modeling for cloud infrastructure planning. Other important contribution are models based on state-space models such as SPN and combinatorial models such as RBD for representing cloud applications. These heterogeneous models are hierarchically combined to depict the dependencies between components of the cloud infrastructure. The modeling approach allows the evaluation of cloud infrastructures with different redundancy mechanisms concerning dependability and cost requirements. Then, as further contribution, the modeling strategy allows for the selection of cloud infrastructures according to this evaluation. The last contribution is the stochastic model generator for cloud infrastructure planning (SMG4CIP), that implements the modeling strategy. Hardware Requirements: • System : Pentium IV 2.4 GHz. • Hard Disk : 40 GB.
  • 3. • Floppy Drive : 1.44 Mb. • Monitor : 15 VGA Colour. • Mouse : Logitech. • RAM : 256 Mb. Software Requirements: • Operating system : - Windows XP. • Front End : - JSP • Back End : - SQL Server Software Requirements: • Operating system : - Windows XP. • Front End : - .Net • Back End : - SQL Server