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QoS-GRAF: A Framework for QoS based Grid Resource Allocation with Failure provisioning

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4 Author(s)
Gargi B Dasgupta ; IBM India Research Lab. Email: gdasgupt@in.ibm.com ; Koustuv Dasgupta ; Amit Purohit ; Balaji Viswanathan

In this paper, it describes the QoS-GRAF, a framework for providing revenue maximization in a utility computing grid where jobs have multiple resource dependencies and differentiated QoS pricing. To solve the revenue maximization problem the linear relaxation based algorithms, MRPA and MLBA, that achieve performance within 1-5% of the optimal solution and significantly outperform alternative approaches are used. Both show better revenue earnings across small, medium and large jobs, with efficient resource utilization. As a part ongoing work, the backup algorithms for multiple failures is developed. Scheduling algorithms are incorporated to produce maximum profitable schedule considering job deadlines

Published in:

200614th IEEE International Workshop on Quality of Service

Date of Conference:

19-21 June 23006