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In a typical resource allocation model, clients request a xed amount of a certain resource from the resource manager (RM). Based on the current allocations, the RM grants or rejects the request. An alternative abstract model for the resource allocation problem assumes that the client speciies his request as a range of possible allocations rather than a xed(More)
Cloud Service Providers (SPs) need tools to help them plan their infrastructure capacity and decide on Service Level Agreements (SLAs) with their customers prior to deploying customer's applications. Existing approaches have not considered several important challenges such as workload burstiness, workload uncertainty, and scalability to large number of(More)
As enterprises increasingly adopt the cloud paradigm, there is a need for tools that can help cloud service providers (SPs) decide on service level agreements with customers. Existing approaches have not considered several important challenges such as workload burstiness, workload uncertainty, and scalability that need to be addressed to realize such tools.(More)
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