An analysis of failure-related energy waste in a large-scale cloud environment

Garraghan, Peter and Moreno, Ismael Solis and Townend, Paul and Xu, Jie (2014) An analysis of failure-related energy waste in a large-scale cloud environment. IEEE Transactions on Emerging Topics in Computing, 2 (2). pp. 166-180. ISSN 2168-6750

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Abstract

Cloud computing providers are under great pressure to reduce operational costs through improved energy utilization while provisioning dependable service to customers; it is therefore extremely important to understand and quantify the explicit impact of failures within a system in terms of energy costs. This paper presents the first comprehensive analysis of the impact of failures on energy consumption in a real-world large-scale cloud system (comprising over 12 500 servers), including the study of failure and energy trends of the spatial and temporal environmental characteristics. Our results show that 88% of task failure events occur in lower priority tasks producing 13% of total energy waste, and 1% of failure events occur in higher priority tasks due to server failures producing 8% of total energy waste. These results highlight an unintuitive but significant impact on energy consumption due to failures, providing a strong foundation for research into dependable energy-aware cloud computing.

Item Type: Journal Article
Journal or Publication Title: IEEE Transactions on Emerging Topics in Computing
Uncontrolled Keywords: /dk/atira/pure/subjectarea/asjc/1700/1709
Subjects:
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 82335
Deposited By: ep_importer_pure
Deposited On: 21 Oct 2016 11:20
Refereed?: Yes
Published?: Published
Last Modified: 19 Feb 2020 03:26
URI: https://eprints.lancs.ac.uk/id/eprint/82335

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