Conference Proceedings

Robust Scheduling of Scientific Workflows with Deadline and Budget Constraints in Clouds

D CHANDRASHEKAR, SK Garg, R Buyya, Y Yang, R Kotagiri

Proceedings of the IEEE 28th International Conference on Advanced Information Networking and Applications | IEEE Explore | Published : 2014

Abstract

Dynamic resource provisioning and the notion of seemingly unlimited resources are attracting scientific workflows rapidly into Cloud computing. Existing works on workflow scheduling in the context of Clouds are either on deadline or cost optimization, ignoring the necessity for robustness. Robust scheduling that handles performance variations of Cloud resources and failures in the environment is essential in the context of Clouds. In this paper, we present a robust scheduling algorithm with resource allocation policies that schedule workflow tasks on heterogeneous Cloud resources while trying to minimize the total elapsed time (make span) and the cost. Our results show that the proposed reso..

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