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Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Service Level Agreement in Cloud Computing 
Pankesh Patel, Ajith Ranabahu, Amit Sheth 
Knoesis Center, Wright State University, USA 
Selected to Cloud Workshop in OOPSLA for presentation 
October 6, 2009 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Outline 
1 Cloud Computing 
2 SLA 
3 SLA issues in Cloud Computing 
4 WSLA 
5 Proposed Architecture 
6 Discussion 
7 Future Work 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
What is Cloud? 
copyright 2009 Peter Denyer Image courtsey wikipedia 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Working De
nition of Cloud - From the Berkely 
RAD Lab 
The applications delivered as 
services over the Internet and the 
hardware and systems software in 
the data centres that provide those 
services. 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Features of Computing Clouds 
On-Demand 
It is an illusion of in
nite computing resources available on demand 
it eliminates the need of users to plan ahead for provisioning 
Self-Service 
It is an elimination of an up-front commitment from users 
It allows companies to start small and increased hardware resources 
only when there is a need 
Pay-by-Use 
It is an ability to pay computing resources on a short-term basis as 
needed 
e.g., processors by the hour and storage by the day 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
A Scenario from the Real World 
Scenario 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
What is SLA? 
Service Level Agreements 
Negotiation between service consumer and service provider 
Records common understanding about services, priorities, 
guarantees 
Specify the levels of performance, operation, or other 
attributes of the service like such as billing 
Encourage dialogue in the event of disputes 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Issue 1 
Trust on Cloud Provider 
Cloud consumers hesitant to disclose certain details to 
cloud providers 
Requirement to delegate certain tasks to trusted / 
independent third parties. 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Issue 2 
Load 
uctuations 
Cloud providers are subjected to unpredictable load 

uctuations 
SLA violations are most likely during load 
uctuations ! 
How to enforce SLA in such a dynamic setting ? 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Issue 3 
Measuring Parameters 
What is the best way to measure SLA parameters in 
Cloud computing environments ? 
Several scenarios 
Scenario 1 : Customer accepts the data exposed by a service provider 
without further re
nement. ex: transaction count 
Scenario 2 : Customer requests collected data should put into 
meaningful context 
Collect data from dierent sources, apply suitable algorithm 
(like average and standard deviation) and calculate meaningful 
results 
Scenario 3 :Customer speci
es what data to be collected and how to 
do it 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
Issue 4 
Service availability 
The current computing clouds have proven not to live 
up to the extreme availability expectations! 
The recent two hour outage of the Google Appengine 
[http://bit.ly/10xEOw] 
Consideration of penalties and other
nancial 
compensations. 
Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
Service Level 
Agreement in 
Cloud 
Computing 
Pankesh 
Patel, Ajith 
Ranabahu, 
Amit Sheth 
Outline 
Cloud 
Computing 
SLA 
SLA issues in 
Cloud 
Computing 
WSLA 
Proposed 
Architecture 
Discussion 
Future Work 
WSLA framework 
Web Service Level Agreements 
Speci
cation from IBM 
De
nes a SLA management ( de

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Sla in cloud

  • 1. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation October 6, 2009 Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 2. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Outline 1 Cloud Computing 2 SLA 3 SLA issues in Cloud Computing 4 WSLA 5 Proposed Architecture 6 Discussion 7 Future Work Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 3. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work What is Cloud? copyright 2009 Peter Denyer Image courtsey wikipedia Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 4. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Working De
  • 5. nition of Cloud - From the Berkely RAD Lab The applications delivered as services over the Internet and the hardware and systems software in the data centres that provide those services. Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 6. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Features of Computing Clouds On-Demand It is an illusion of in
  • 7. nite computing resources available on demand it eliminates the need of users to plan ahead for provisioning Self-Service It is an elimination of an up-front commitment from users It allows companies to start small and increased hardware resources only when there is a need Pay-by-Use It is an ability to pay computing resources on a short-term basis as needed e.g., processors by the hour and storage by the day Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 8. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work A Scenario from the Real World Scenario Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 9. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work What is SLA? Service Level Agreements Negotiation between service consumer and service provider Records common understanding about services, priorities, guarantees Specify the levels of performance, operation, or other attributes of the service like such as billing Encourage dialogue in the event of disputes Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 10. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Issue 1 Trust on Cloud Provider Cloud consumers hesitant to disclose certain details to cloud providers Requirement to delegate certain tasks to trusted / independent third parties. Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 11. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Issue 2 Load uctuations Cloud providers are subjected to unpredictable load uctuations SLA violations are most likely during load uctuations ! How to enforce SLA in such a dynamic setting ? Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 12. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Issue 3 Measuring Parameters What is the best way to measure SLA parameters in Cloud computing environments ? Several scenarios Scenario 1 : Customer accepts the data exposed by a service provider without further re
  • 13. nement. ex: transaction count Scenario 2 : Customer requests collected data should put into meaningful context Collect data from dierent sources, apply suitable algorithm (like average and standard deviation) and calculate meaningful results Scenario 3 :Customer speci
  • 14. es what data to be collected and how to do it Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 15. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Issue 4 Service availability The current computing clouds have proven not to live up to the extreme availability expectations! The recent two hour outage of the Google Appengine [http://bit.ly/10xEOw] Consideration of penalties and other
  • 16. nancial compensations. Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 17. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work WSLA framework Web Service Level Agreements Speci
  • 19. nes a SLA management ( de
  • 20. nition / monitoring /enforcement ) framework for Web Services. Used as the primary vehicle for managing SLAs in the Cloud Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 21. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work WSLA framework - Overview Main Concepts of WSLA Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 22. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Proposed Architecture - Main Considerations Enable third parties. [ Issue 1 ] Support dynamic measurment and enforcement capabilities. [ Issue 2 , Issue 3 ] Have provisions to enable automated penalty / compensation management [ issue 4 ] Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 23. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Proposed Architecture Proposed Architecture Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 24. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Discussion 1 SOA Paradigm WSLA is exible architecture for managing SLAs WSLA need to host support services for SLA issues in cloud Strong point of WSLA is SOA paradigm, every functionalities are provided as service that may not from same provider 2 Standardization in Cloud Observation about lack of standardization in monitoring multiple cloud No universal set of metrics that can be monitored across cloud providers require standardization eorts for measuring basic metrics Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 25. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Future Work Explore semantic technologies to better enforce SLA's in cloud environment. Explore multi provider SLA management. Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 26. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Related Research We are Pursuing Right Now Portable Application Development for Cloud Environments Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation
  • 27. Service Level Agreement in Cloud Computing Pankesh Patel, Ajith Ranabahu, Amit Sheth Outline Cloud Computing SLA SLA issues in Cloud Computing WSLA Proposed Architecture Discussion Future Work Thank you Questions ? Knoesis Center, Wright State University, USA Selected to Cloud Workshop in OOPSLA for presentation