- Title
- Automated analysis of performance and energy consumption for cloud applications
- Creator
- Chen, Feifei; Grundy, John; Schneider, Jean-Guy; Yang, Yun; He, Qiang
- Date
- 2014
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/160975
- Identifier
- vital:12310
- Identifier
-
https://doi.org/10.1145/2568088.2568093
- Abstract
- In cloud environments, IT solutions are delivered to users via shared infrastructure. One consequence of this model is that large cloud data centres consume large amounts of energy and produce significant carbon footprints. A key objective of cloud providers is thus to develop resource provisioning and management solutions at minimum energy consumption while still guaranteeing Service Level Agreements (SLAs). However, a thorough understanding of both system performance and energy consumption patterns in complex cloud systems is imperative to achieve a balance of energy efficiency and acceptable performance. In this paper, we present StressCloud, a performance and energy consumption analysis tool for cloud systems. StressCloud can automatically generate load tests and profile system performance and energy consumption data. Using StressCloud, we have conducted extensive experiments to profile and analyse system performance and energy consumption with different types and mixes of runtime tasks. We collected fine-grained energy consumption and performance data with different resource allocation strategies, system configurations and workloads. The experimental results show the correlation coefficients of energy consumption, system resource allocation strategies and workload, as well as the performance of the cloud applications. Our results can be used to guide the design and deployment of cloud applications to balance energy and performance requirements.
- Publisher
- ACM
- Relation
- Proceedings of the 5th ACM/SPEC international conference on Performance engineering p. 39-50
- Rights
- © ACM 2014
- Rights
- This metadata is freely available under a CCO license
- Subject
- Cloud computing; Green cloud; Energy consumption; Performance analysis; Automation
- Full Text
- Reviewed
- Hits: 1072
- Visitors: 1516
- Downloads: 470
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | SOURCE2 | Accepted version | 1 MB | Adobe Acrobat PDF | View Details Download |