SlideShare a Scribd company logo
1 of 17
Energy Efficiency in Cloud Software
Architectures
Giuseppe Procaccianti
Patricia Lago
Grace A. Lewis
A common statement

“Cloud computing is
energy efficient...”

Energy Efficiency in Cloud Software Architectures
Cloud as a Nation
...but how much,
exactly?

Energy Efficiency in Cloud Software Architectures
Our approach
We analyze Software

Cloud Service

Energy Efficiency in Cloud Software Architectures

Architectures to
study their influence on
Energy Efficiency.
Study Design

Systematic Literature Review (SLR)
● Google Scholar
● 149 hits
● 26 primary studies

Energy Efficiency in Cloud Software Architectures
Study Design

Inclusion/Exclusion
● A study that directly proposes software
architectures, architectural styles or
strategies.
● A study that does not aim at optimizing the
EE of the cloud computing infrastructure.

Energy Efficiency in Cloud Software Architectures
Analysis

Coding process

● Strategies
● Techniques
● Components

Energy Efficiency in Cloud Software Architectures
Strategies

1. Energy Monitoring
(Metering)

Energy Efficiency in Cloud Software Architectures
Strategies

2. Self Adaptation
(Scaling)

Energy Efficiency in Cloud Software Architectures
Strategies

3. Cloud Federation
(Energy Broker)

Energy Efficiency in Cloud Software Architectures
Strategies

Energy Efficiency in Cloud Software Architectures
Strategies - Combination

Energy Efficiency in Cloud Software Architectures
Techniques

Energy Efficiency in Cloud Software Architectures
Components

Energy Efficiency in Cloud Software Architectures
Conclusions
● Energy Efficiency as an architectural concern

● Dependencies and assumptions

● Trade-off between EE and other system qualities

Energy Efficiency in Cloud Software Architectures
What’s next?

Early design-level decision-making
support for energy efficient software

Evaluation of the

sustainability

impact of Cloud-based software

Energy Efficiency in Cloud Software Architectures
Thank you!

Energy Efficiency in Cloud Software Architectures

More Related Content

What's hot

A rough set-based incremental approach for updating approximations under dyna...
A rough set-based incremental approach for updating approximations under dyna...A rough set-based incremental approach for updating approximations under dyna...
A rough set-based incremental approach for updating approximations under dyna...
Ecway Technologies
 
Cloud nima afraz
Cloud nima afrazCloud nima afraz
Cloud nima afraz
Nima Afraz
 

What's hot (11)

Pilio 1-pager_lowres
Pilio 1-pager_lowresPilio 1-pager_lowres
Pilio 1-pager_lowres
 
A rough set-based incremental approach for updating approximations under dyna...
A rough set-based incremental approach for updating approximations under dyna...A rough set-based incremental approach for updating approximations under dyna...
A rough set-based incremental approach for updating approximations under dyna...
 
Eaton & US Dept of Energy collaboration at National Renewable Energy Lab
Eaton & US Dept of Energy collaboration at National Renewable Energy LabEaton & US Dept of Energy collaboration at National Renewable Energy Lab
Eaton & US Dept of Energy collaboration at National Renewable Energy Lab
 
Presented by Ahmed Abdulhakim Al-Absi - Scaling map reduce applications acro...
Presented by Ahmed Abdulhakim Al-Absi -  Scaling map reduce applications acro...Presented by Ahmed Abdulhakim Al-Absi -  Scaling map reduce applications acro...
Presented by Ahmed Abdulhakim Al-Absi - Scaling map reduce applications acro...
 
Master Thesis Ns2 Ns3 Comparison Projects
Master Thesis Ns2 Ns3 Comparison ProjectsMaster Thesis Ns2 Ns3 Comparison Projects
Master Thesis Ns2 Ns3 Comparison Projects
 
Ahmed Absi slides bigbwa
Ahmed Absi slides  bigbwaAhmed Absi slides  bigbwa
Ahmed Absi slides bigbwa
 
Executive Level Tracking for Agile Projects
Executive Level Tracking for Agile ProjectsExecutive Level Tracking for Agile Projects
Executive Level Tracking for Agile Projects
 
Rosaic: A Round-wise Fair Scheduling Approach for Mobile Clouds Based on Task...
Rosaic: A Round-wise Fair Scheduling Approach for Mobile Clouds Based on Task...Rosaic: A Round-wise Fair Scheduling Approach for Mobile Clouds Based on Task...
Rosaic: A Round-wise Fair Scheduling Approach for Mobile Clouds Based on Task...
 
Cloud nima afraz
Cloud nima afrazCloud nima afraz
Cloud nima afraz
 
AOP Summit 2012: Cooking with data
AOP Summit 2012: Cooking with dataAOP Summit 2012: Cooking with data
AOP Summit 2012: Cooking with data
 
del2infinity whitepaper wind
del2infinity whitepaper winddel2infinity whitepaper wind
del2infinity whitepaper wind
 

Viewers also liked

Viewers also liked (13)

SEIT 2013: A Categorization of Green Practices used by Dutch data centers
SEIT 2013: A Categorization of Green Practices used by Dutch data centersSEIT 2013: A Categorization of Green Practices used by Dutch data centers
SEIT 2013: A Categorization of Green Practices used by Dutch data centers
 
2014 st josephs geelong spec maths
2014 st josephs geelong spec maths2014 st josephs geelong spec maths
2014 st josephs geelong spec maths
 
Energy Efficiency of ORM Approaches
Energy Efficiency of ORM ApproachesEnergy Efficiency of ORM Approaches
Energy Efficiency of ORM Approaches
 
St Josephs Geelong Specialist Maths Lecture
St Josephs Geelong Specialist Maths LectureSt Josephs Geelong Specialist Maths Lecture
St Josephs Geelong Specialist Maths Lecture
 
St Josephs Geelong 2014 Physics Lecture
St Josephs Geelong 2014 Physics LectureSt Josephs Geelong 2014 Physics Lecture
St Josephs Geelong 2014 Physics Lecture
 
Visualbasic2010
Visualbasic2010Visualbasic2010
Visualbasic2010
 
2014 st josephs geelong physics lecture
2014 st josephs geelong physics lecture2014 st josephs geelong physics lecture
2014 st josephs geelong physics lecture
 
Dreamwever cs3
Dreamwever cs3Dreamwever cs3
Dreamwever cs3
 
Delegating Data Management to the Cloud: A Case Study in a Telecommunications...
Delegating Data Management to the Cloud: A Case Study in a Telecommunications...Delegating Data Management to the Cloud: A Case Study in a Telecommunications...
Delegating Data Management to the Cloud: A Case Study in a Telecommunications...
 
Adobe flash-คู่มือ-สำหรับครู
Adobe flash-คู่มือ-สำหรับครูAdobe flash-คู่มือ-สำหรับครู
Adobe flash-คู่มือ-สำหรับครู
 
The Green Lab - [07-A] Data Analysis
The Green Lab - [07-A] Data AnalysisThe Green Lab - [07-A] Data Analysis
The Green Lab - [07-A] Data Analysis
 
The Green Lab - [12-A] Data visualization in R
The Green Lab - [12-A] Data visualization in RThe Green Lab - [12-A] Data visualization in R
The Green Lab - [12-A] Data visualization in R
 
The Green Lab - [11-A] Data Visualization
The Green Lab - [11-A] Data VisualizationThe Green Lab - [11-A] Data Visualization
The Green Lab - [11-A] Data Visualization
 

Similar to Energy Efficiency in Cloud Software Architectures - ICT.OPEN 2013

Anchor : A Versatile and Efficient Framework for Resource Management in the C...
Anchor : A Versatile and Efficient Framework for Resource Management in the C...Anchor : A Versatile and Efficient Framework for Resource Management in the C...
Anchor : A Versatile and Efficient Framework for Resource Management in the C...
Anita Kadam
 
A Survey of Machine Learning Methods Applied to Computer ...
A Survey of Machine Learning Methods Applied to Computer ...A Survey of Machine Learning Methods Applied to Computer ...
A Survey of Machine Learning Methods Applied to Computer ...
butest
 
Documento11propuesta
Documento11propuestaDocumento11propuesta
Documento11propuesta
Oscar Trenado
 
Enterprise performance engineering solutions
Enterprise performance engineering solutionsEnterprise performance engineering solutions
Enterprise performance engineering solutions
Infosys
 
A survey paper on an improved scheduling algorithm for task offloading on cloud
A survey paper on an improved scheduling algorithm for task offloading on cloudA survey paper on an improved scheduling algorithm for task offloading on cloud
A survey paper on an improved scheduling algorithm for task offloading on cloud
Aditya Tornekar
 
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
 

Similar to Energy Efficiency in Cloud Software Architectures - ICT.OPEN 2013 (20)

Anchor : A Versatile and Efficient Framework for Resource Management in the C...
Anchor : A Versatile and Efficient Framework for Resource Management in the C...Anchor : A Versatile and Efficient Framework for Resource Management in the C...
Anchor : A Versatile and Efficient Framework for Resource Management in the C...
 
Aw26312325
Aw26312325Aw26312325
Aw26312325
 
IRJET- An Energy-Saving Task Scheduling Strategy based on Vacation Queuing & ...
IRJET- An Energy-Saving Task Scheduling Strategy based on Vacation Queuing & ...IRJET- An Energy-Saving Task Scheduling Strategy based on Vacation Queuing & ...
IRJET- An Energy-Saving Task Scheduling Strategy based on Vacation Queuing & ...
 
Upslis faculty tenure lecture presentation
Upslis faculty tenure lecture presentationUpslis faculty tenure lecture presentation
Upslis faculty tenure lecture presentation
 
Hybrid Task Scheduling Approach using Gravitational and ACO Search Algorithm
Hybrid Task Scheduling Approach using Gravitational and ACO Search AlgorithmHybrid Task Scheduling Approach using Gravitational and ACO Search Algorithm
Hybrid Task Scheduling Approach using Gravitational and ACO Search Algorithm
 
Agile Practices and Cloud Computing in Software Development
Agile Practices and Cloud Computing in Software DevelopmentAgile Practices and Cloud Computing in Software Development
Agile Practices and Cloud Computing in Software Development
 
cloud
cloudcloud
cloud
 
A Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud ComputingA Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud Computing
 
A Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud ComputingA Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud Computing
 
A Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud ComputingA Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud Computing
 
A Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud ComputingA Review on Scheduling in Cloud Computing
A Review on Scheduling in Cloud Computing
 
A Survey of Machine Learning Methods Applied to Computer ...
A Survey of Machine Learning Methods Applied to Computer ...A Survey of Machine Learning Methods Applied to Computer ...
A Survey of Machine Learning Methods Applied to Computer ...
 
IRJET- Analysis of Software Cost Estimation Techniques
IRJET- Analysis of Software Cost Estimation TechniquesIRJET- Analysis of Software Cost Estimation Techniques
IRJET- Analysis of Software Cost Estimation Techniques
 
Documento11propuesta
Documento11propuestaDocumento11propuesta
Documento11propuesta
 
Let's Talk a Bit About: Green Software
Let's Talk a Bit About: Green SoftwareLet's Talk a Bit About: Green Software
Let's Talk a Bit About: Green Software
 
Keynote: Elastic Observability evolution and vision
  Keynote: Elastic Observability evolution and vision  Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and vision
 
2010 Complex Systems Engineering for the Global Information Grid
2010 Complex Systems Engineering for the Global Information Grid2010 Complex Systems Engineering for the Global Information Grid
2010 Complex Systems Engineering for the Global Information Grid
 
Enterprise performance engineering solutions
Enterprise performance engineering solutionsEnterprise performance engineering solutions
Enterprise performance engineering solutions
 
A survey paper on an improved scheduling algorithm for task offloading on cloud
A survey paper on an improved scheduling algorithm for task offloading on cloudA survey paper on an improved scheduling algorithm for task offloading on cloud
A survey paper on an improved scheduling algorithm for task offloading on cloud
 
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...
 

Recently uploaded

Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Recently uploaded (20)

The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 

Energy Efficiency in Cloud Software Architectures - ICT.OPEN 2013