SlideShare a Scribd company logo
Cost and Energy Reduction Evaluation
    for ARM Based Web Servers

         Olle Svanfeldt-Winter, Sébastien Lafond, Johan Lilius

                                 Sébastien Lafond
                                 sebastien.lafond@abo.fi




  13.12.2011        Åbo Akademi University - Department of Information Technologies   1
Outlines
Motivations
Energy consumption
Total energy consumption
Energy propositional computing
Data Centers Costs
Evaluated HW
Benchmarks
Results
Conclusion

  13.12.2011   Åbo Akademi University - Department of Information Technologies         2
Motivations
Energy consumption of data centers is both an
economical and environmental issue
– important impact on the possibility to construct or
  expend data centres
– cooling infrastructures are expensive


Models for data centre costs exists
– It is possible to determine the relationship between the
  total cost of a data center and the energy consumption of
  its server




  13.12.2011   Åbo Akademi University - Department of Information Technologies   3
Energy consumption
The two main metrics are:
               TotalFacilityPower
– PUE =        ITequipmentPower
                  1
– DCiE =             ×100
                 PUE

Both express the energy efficient of the data center

But at the end the total energy consumption matters
– this is what you will pay for every month
– infrastructure design based on the maximum power
  dissipation of the data center


  13.12.2011         Åbo Akademi University - Department of Information Technologies   4
Total energy consumption
  According to [1] the processors in a typical server
  contributed to:
    – 45% of the total power dissipation at peak
      performance
    – 27% when idle

  Power dissipation is application specific, but on
  average the dissipation is 72% of the peak power
  Google server containers are reported to house
  1160 servers and dissipate 250KW each.

[1] L. Barroso and U. Holzle, “The case for energy-proportional computing,” Computer,
vol. 40, no. 12, pp. 33–37, December 2007.
       13.12.2011        Åbo Akademi University - Department of Information Technologies   5
Energy propositional computing
Ideally the energy consumption of data centers
should be proportional to the required performance
– this is unfortunately far from being true
– energy efficiency is best at peak performance
– however typical servers operate most of
   the time at 10 to 50% of their capacity

Using low-end and cheaper processors might be an
answer for better energy proportionality
– increase the granularity of power management steps


  13.12.2011      Åbo Akademi University - Department of Information Technologies   6
Data Centers Costs
    Based on Hamilton analysis [1,2]

                                                                                  • $0,07 per KWh
                                                                                  • 80% average load usage
                                                                                  • 50k servers
                                                                                  • 165 W per server
                                                                                  • 5% cost of money




 • 10 year amortization time
 • 4 year amortization time for the network
 • 3 year amortization time for the server


[1] J. Hamilton, “Cooperative expendable micro-slice servers (cems): Low cost, low power servers for internet-scale
services,” in Proceedings of CIDR 09, January 2009.
[2] “Overall data center costs. http://perspectives.mvdirona.com/2010/09/18/overalldatacentercosts.aspx,” James
Hamilton, September 2010

         13.12.2011               Åbo Akademi University - Department of Information Technologies                 7
Evaluated HW
Versatile Express
– Quad-core Cortex A9
– 1GB DDR2
– 400Mhz


Tegra 250
– Dual-core Cortex-A9
– 1GB DDR2
– 1Ghz



  13.12.2011   Åbo Akademi University - Department of Information Technologies   8
Benchmarks
Autobench and Apache 2 HTTP server
– static web pages


SPECweb2005
– more demanding web services

Erlang
– micro benchmarks
– real world SIP proxy


  13.12.2011   Åbo Akademi University - Department of Information Technologies   9
Results
Apache




 13.12.2011   Åbo Akademi University - Department of Information Technologies       10
Results
SPECweb2005




 13.12.2011   Åbo Akademi University - Department of Information Technologies       11
Results
Erlang




                       Calls per dissipated Watt
  13.12.2011   Åbo Akademi University - Department of Information Technologies       12
Conclusion
The performance of 2 ARMv7 based ARM cortex-A9
was measured and evaluated and compared to Xeon
processors

Measurements show that the Cortex A9 can be up
to
– 11 times more efficient with the Apache server
     • Enabling a 12,7% total cost saving
– 3.6 times more efficient with Erlang base SIP proxy
     • Enabling a 10% total cost saving
– 2.9 times mote efficient with the SPECweb2005
     • Enabling a 9% total cost saving
  13.12.2011      Åbo Akademi University - Department of Information Technologies   13
Questions ?

13.12.2011   Åbo Akademi University - Department of Information Technologies   14

More Related Content

Viewers also liked

Achilddiesofextremepoverty 090505012736-phpapp02
Achilddiesofextremepoverty 090505012736-phpapp02Achilddiesofextremepoverty 090505012736-phpapp02
Achilddiesofextremepoverty 090505012736-phpapp02
abhishek1606
 
рекомендации по презентации
рекомендации по презентациирекомендации по презентации
рекомендации по презентацииMeritSirus
 
Practica 1 info cientifica
Practica 1 info cientificaPractica 1 info cientifica
Practica 1 info cientifica
paumurgui777
 
Restaurant 7 Portes in "La Vanguardia" neswpaper
Restaurant 7 Portes in "La Vanguardia" neswpaperRestaurant 7 Portes in "La Vanguardia" neswpaper
Restaurant 7 Portes in "La Vanguardia" neswpaper
7Portes
 
Christianity Keynote
Christianity Keynote Christianity Keynote
Christianity Keynote
17woodg
 
2011 CMA Compensation Survey
2011 CMA Compensation Survey2011 CMA Compensation Survey
2011 CMA Compensation Survey
Council of Manufacturing Associations
 
Association Affinity Programs & Non-Dues Revenue
Association Affinity Programs & Non-Dues RevenueAssociation Affinity Programs & Non-Dues Revenue
Association Affinity Programs & Non-Dues Revenue
Council of Manufacturing Associations
 
Technology & Education
Technology & EducationTechnology & Education
Technology & Educationkeierlebta
 
Merge&acquisition
Merge&acquisitionMerge&acquisition
Merge&acquisitionlukic83
 
The CMA2013WLC Recap
The CMA2013WLC RecapThe CMA2013WLC Recap
Records eNotebook
Records eNotebookRecords eNotebook
Records eNotebookClaretcarat
 
Automatic liquid level control of tank system
Automatic liquid level control of tank systemAutomatic liquid level control of tank system
Automatic liquid level control of tank systemFatahillah Ata
 
Man goes smooth
Man goes smoothMan goes smooth
Man goes smooth
Liisa Loponen
 
Sales Day Yakhroma January 25, 2014
Sales Day Yakhroma January 25, 2014Sales Day Yakhroma January 25, 2014
Sales Day Yakhroma January 25, 2014
Андрей Дорофеев
 

Viewers also liked (20)

Achilddiesofextremepoverty 090505012736-phpapp02
Achilddiesofextremepoverty 090505012736-phpapp02Achilddiesofextremepoverty 090505012736-phpapp02
Achilddiesofextremepoverty 090505012736-phpapp02
 
Nait
NaitNait
Nait
 
Computer
ComputerComputer
Computer
 
рекомендации по презентации
рекомендации по презентациирекомендации по презентации
рекомендации по презентации
 
Club25
Club25Club25
Club25
 
Practica 1 info cientifica
Practica 1 info cientificaPractica 1 info cientifica
Practica 1 info cientifica
 
Restaurant 7 Portes in "La Vanguardia" neswpaper
Restaurant 7 Portes in "La Vanguardia" neswpaperRestaurant 7 Portes in "La Vanguardia" neswpaper
Restaurant 7 Portes in "La Vanguardia" neswpaper
 
P4234335465757868
P4234335465757868P4234335465757868
P4234335465757868
 
Christianity Keynote
Christianity Keynote Christianity Keynote
Christianity Keynote
 
2011 CMA Compensation Survey
2011 CMA Compensation Survey2011 CMA Compensation Survey
2011 CMA Compensation Survey
 
Association Affinity Programs & Non-Dues Revenue
Association Affinity Programs & Non-Dues RevenueAssociation Affinity Programs & Non-Dues Revenue
Association Affinity Programs & Non-Dues Revenue
 
The Ant
The AntThe Ant
The Ant
 
Technology & Education
Technology & EducationTechnology & Education
Technology & Education
 
Merge&acquisition
Merge&acquisitionMerge&acquisition
Merge&acquisition
 
The CMA2013WLC Recap
The CMA2013WLC RecapThe CMA2013WLC Recap
The CMA2013WLC Recap
 
Records eNotebook
Records eNotebookRecords eNotebook
Records eNotebook
 
Automatic liquid level control of tank system
Automatic liquid level control of tank systemAutomatic liquid level control of tank system
Automatic liquid level control of tank system
 
Lambton college
Lambton collegeLambton college
Lambton college
 
Man goes smooth
Man goes smoothMan goes smooth
Man goes smooth
 
Sales Day Yakhroma January 25, 2014
Sales Day Yakhroma January 25, 2014Sales Day Yakhroma January 25, 2014
Sales Day Yakhroma January 25, 2014
 

Similar to Cost and Energy Reduction Evaluation for ARM Based Web Servers

E source energy managers conf 4 24-13-final
E source energy managers conf 4 24-13-finalE source energy managers conf 4 24-13-final
E source energy managers conf 4 24-13-finaljosh whitney
 
The LightConnectTM Fabric V-POD Data Center Architecture
The LightConnectTM Fabric V-POD Data Center ArchitectureThe LightConnectTM Fabric V-POD Data Center Architecture
The LightConnectTM Fabric V-POD Data Center Architecture
CALIENT Technologies
 
The VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
The VPOD: Breakthrough Operational Efficiency Improvement For Data CentersThe VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
The VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
CALIENT Technologies
 
Performance and Energy evaluation
Performance and Energy evaluationPerformance and Energy evaluation
Performance and Energy evaluation
GIORGOS STAMELOS
 
Implementing energy efficient data centers
Implementing energy efficient  data centersImplementing energy efficient  data centers
Implementing energy efficient data centers
Schneider Electric India
 
Green computing
Green computingGreen computing
Green computing
Ketan Hulaji
 
Can the Cloud Be Green?
Can the Cloud Be Green?Can the Cloud Be Green?
Can the Cloud Be Green?
Peter May-Ostendorp
 
The Cloud & Its Impact on IT
The Cloud & Its Impact on ITThe Cloud & Its Impact on IT
The Cloud & Its Impact on IT
Anand Haridass
 
Green Plum IIIT- Allahabad
Green Plum IIIT- Allahabad Green Plum IIIT- Allahabad
Green Plum IIIT- Allahabad
IIIT ALLAHABAD
 
C017631521
C017631521C017631521
C017631521
IOSR Journals
 
Review on Green Networking Solutions
Review on Green Networking SolutionsReview on Green Networking Solutions
Review on Green Networking Solutions
iosrjce
 
An optimization framework for mobile data collection in energy harvesting wir...
An optimization framework for mobile data collection in energy harvesting wir...An optimization framework for mobile data collection in energy harvesting wir...
An optimization framework for mobile data collection in energy harvesting wir...
Finalyearprojects Toall
 
An energy, memory, and performance analysis
An energy, memory, and performance analysisAn energy, memory, and performance analysis
An energy, memory, and performance analysisElisabeth Stahl
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
Pbvn Prasad
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
JauwadSyed
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
JauwadSyed
 
QoE-Aware Traffic Steering using OpenFlow
QoE-Aware Traffic Steering using OpenFlowQoE-Aware Traffic Steering using OpenFlow
QoE-Aware Traffic Steering using OpenFlow
US-Ignite
 
Siemon Carrie Higbie
Siemon Carrie HigbieSiemon Carrie Higbie
Siemon Carrie Higbie
wlambert_2001
 
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUDG-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
Alfiya Mahmood
 

Similar to Cost and Energy Reduction Evaluation for ARM Based Web Servers (20)

E source energy managers conf 4 24-13-final
E source energy managers conf 4 24-13-finalE source energy managers conf 4 24-13-final
E source energy managers conf 4 24-13-final
 
Umit hw6
Umit hw6Umit hw6
Umit hw6
 
The LightConnectTM Fabric V-POD Data Center Architecture
The LightConnectTM Fabric V-POD Data Center ArchitectureThe LightConnectTM Fabric V-POD Data Center Architecture
The LightConnectTM Fabric V-POD Data Center Architecture
 
The VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
The VPOD: Breakthrough Operational Efficiency Improvement For Data CentersThe VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
The VPOD: Breakthrough Operational Efficiency Improvement For Data Centers
 
Performance and Energy evaluation
Performance and Energy evaluationPerformance and Energy evaluation
Performance and Energy evaluation
 
Implementing energy efficient data centers
Implementing energy efficient  data centersImplementing energy efficient  data centers
Implementing energy efficient data centers
 
Green computing
Green computingGreen computing
Green computing
 
Can the Cloud Be Green?
Can the Cloud Be Green?Can the Cloud Be Green?
Can the Cloud Be Green?
 
The Cloud & Its Impact on IT
The Cloud & Its Impact on ITThe Cloud & Its Impact on IT
The Cloud & Its Impact on IT
 
Green Plum IIIT- Allahabad
Green Plum IIIT- Allahabad Green Plum IIIT- Allahabad
Green Plum IIIT- Allahabad
 
C017631521
C017631521C017631521
C017631521
 
Review on Green Networking Solutions
Review on Green Networking SolutionsReview on Green Networking Solutions
Review on Green Networking Solutions
 
An optimization framework for mobile data collection in energy harvesting wir...
An optimization framework for mobile data collection in energy harvesting wir...An optimization framework for mobile data collection in energy harvesting wir...
An optimization framework for mobile data collection in energy harvesting wir...
 
An energy, memory, and performance analysis
An energy, memory, and performance analysisAn energy, memory, and performance analysis
An energy, memory, and performance analysis
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
 
Green cloud computing
Green cloud computingGreen cloud computing
Green cloud computing
 
QoE-Aware Traffic Steering using OpenFlow
QoE-Aware Traffic Steering using OpenFlowQoE-Aware Traffic Steering using OpenFlow
QoE-Aware Traffic Steering using OpenFlow
 
Siemon Carrie Higbie
Siemon Carrie HigbieSiemon Carrie Higbie
Siemon Carrie Higbie
 
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUDG-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
G-SLAM:OPTIMIZING ENERGY EFFIIENCY IN CLOUD
 

Recently uploaded

UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
Abida Shariff
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
Product School
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
Ralf Eggert
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
CatarinaPereira64715
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 

Recently uploaded (20)

UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 

Cost and Energy Reduction Evaluation for ARM Based Web Servers

  • 1. Cost and Energy Reduction Evaluation for ARM Based Web Servers Olle Svanfeldt-Winter, Sébastien Lafond, Johan Lilius Sébastien Lafond sebastien.lafond@abo.fi 13.12.2011 Åbo Akademi University - Department of Information Technologies 1
  • 2. Outlines Motivations Energy consumption Total energy consumption Energy propositional computing Data Centers Costs Evaluated HW Benchmarks Results Conclusion 13.12.2011 Åbo Akademi University - Department of Information Technologies 2
  • 3. Motivations Energy consumption of data centers is both an economical and environmental issue – important impact on the possibility to construct or expend data centres – cooling infrastructures are expensive Models for data centre costs exists – It is possible to determine the relationship between the total cost of a data center and the energy consumption of its server 13.12.2011 Åbo Akademi University - Department of Information Technologies 3
  • 4. Energy consumption The two main metrics are: TotalFacilityPower – PUE = ITequipmentPower 1 – DCiE = ×100 PUE Both express the energy efficient of the data center But at the end the total energy consumption matters – this is what you will pay for every month – infrastructure design based on the maximum power dissipation of the data center 13.12.2011 Åbo Akademi University - Department of Information Technologies 4
  • 5. Total energy consumption According to [1] the processors in a typical server contributed to: – 45% of the total power dissipation at peak performance – 27% when idle Power dissipation is application specific, but on average the dissipation is 72% of the peak power Google server containers are reported to house 1160 servers and dissipate 250KW each. [1] L. Barroso and U. Holzle, “The case for energy-proportional computing,” Computer, vol. 40, no. 12, pp. 33–37, December 2007. 13.12.2011 Åbo Akademi University - Department of Information Technologies 5
  • 6. Energy propositional computing Ideally the energy consumption of data centers should be proportional to the required performance – this is unfortunately far from being true – energy efficiency is best at peak performance – however typical servers operate most of the time at 10 to 50% of their capacity Using low-end and cheaper processors might be an answer for better energy proportionality – increase the granularity of power management steps 13.12.2011 Åbo Akademi University - Department of Information Technologies 6
  • 7. Data Centers Costs Based on Hamilton analysis [1,2] • $0,07 per KWh • 80% average load usage • 50k servers • 165 W per server • 5% cost of money • 10 year amortization time • 4 year amortization time for the network • 3 year amortization time for the server [1] J. Hamilton, “Cooperative expendable micro-slice servers (cems): Low cost, low power servers for internet-scale services,” in Proceedings of CIDR 09, January 2009. [2] “Overall data center costs. http://perspectives.mvdirona.com/2010/09/18/overalldatacentercosts.aspx,” James Hamilton, September 2010 13.12.2011 Åbo Akademi University - Department of Information Technologies 7
  • 8. Evaluated HW Versatile Express – Quad-core Cortex A9 – 1GB DDR2 – 400Mhz Tegra 250 – Dual-core Cortex-A9 – 1GB DDR2 – 1Ghz 13.12.2011 Åbo Akademi University - Department of Information Technologies 8
  • 9. Benchmarks Autobench and Apache 2 HTTP server – static web pages SPECweb2005 – more demanding web services Erlang – micro benchmarks – real world SIP proxy 13.12.2011 Åbo Akademi University - Department of Information Technologies 9
  • 10. Results Apache 13.12.2011 Åbo Akademi University - Department of Information Technologies 10
  • 11. Results SPECweb2005 13.12.2011 Åbo Akademi University - Department of Information Technologies 11
  • 12. Results Erlang Calls per dissipated Watt 13.12.2011 Åbo Akademi University - Department of Information Technologies 12
  • 13. Conclusion The performance of 2 ARMv7 based ARM cortex-A9 was measured and evaluated and compared to Xeon processors Measurements show that the Cortex A9 can be up to – 11 times more efficient with the Apache server • Enabling a 12,7% total cost saving – 3.6 times more efficient with Erlang base SIP proxy • Enabling a 10% total cost saving – 2.9 times mote efficient with the SPECweb2005 • Enabling a 9% total cost saving 13.12.2011 Åbo Akademi University - Department of Information Technologies 13
  • 14. Questions ? 13.12.2011 Åbo Akademi University - Department of Information Technologies 14