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:
ID Code:
82335
Deposited By:
Deposited On:
21 Oct 2016 11:20
Refereed?:
Yes
Published?:
Published
Last Modified:
28 May 2020 09:20