Communications of the ACM
A method for obtaining digital signatures and public-key cryptosystems
Communications of the ACM
E-Commerce Trust Metrics and Models
IEEE Internet Computing
The WSLA Framework: Specifying and Monitoring Service Level Agreements for Web Services
Journal of Network and Systems Management
Failure Detectors for Large-Scale Distributed Systems
SRDS '02 Proceedings of the 21st IEEE Symposium on Reliable Distributed Systems
Self-Adaptive and Self-Optimising Resource Monitoring for Dynamic Grid Environments
DEXA '04 Proceedings of the Database and Expert Systems Applications, 15th International Workshop
Short Signatures from the Weil Pairing
Journal of Cryptology
Cremona: an architecture and library for creation and monitoring of WS-agreents
Proceedings of the 2nd international conference on Service oriented computing
Dominant Factors for Online Trust
CW '08 Proceedings of the 2008 International Conference on Cyberworlds
Negotiating and Enforcing QoS and SLAs in Grid and Cloud Computing
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
Establishing and Monitoring SLAs in Complex Service Based Systems
ICWS '09 Proceedings of the 2009 IEEE International Conference on Web Services
Communications of the ACM
CLOUD '10 Proceedings of the 2010 IEEE 3rd International Conference on Cloud Computing
Enforcing SLAs in Scientific Clouds
CLUSTER '10 Proceedings of the 2010 IEEE International Conference on Cluster Computing
Self-adaptive service monitoring
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
A Novel Approach to QoS Monitoring in the Cloud
CCP '11 Proceedings of the 2011 First International Conference on Data Compression, Communications and Processing
A framework for automated negotiation of service level agreements in services grids
BPM'05 Proceedings of the Third international conference on Business Process Management
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Cloud Service Providers offer access to hardware and software resources across the Internet. Cloud Service Providers and their clients negotiate Service Level Agreements SLA that specify terms and conditions of services. To ensure that an SLA is being honored by all parties the service is monitored. This paper proposes a monitoring approach that automatically adapts the monitoring process in realtime, based on user-specified policies. The monitor can both adapt the frequency of measurements and monitoring mode: active and passive. Active mode uses an external, trusted monitoring service. Passive mode minimizes interaction with an external monitoring service, relying instead on a mutual commit protocol to ensure SLA compliance. Monitor adaptation is determined by levels of perceived risk, defined by a user's policy. The self-adaptive SLA monitoring framework is realized using agent technology and is implemented and tested in the AgentScape middleware.