Scholars@Duke

Cloud Prophet: Towards application performance prediction in cloud

Publication ,  Journal Article
Li, A; Zong, X; Kandula, S; Yang, X; Zhang, M
Published in: Computer Communication Review
August 15, 2011
Published version (DOI)

Choosing the best-performing cloud for one's application is a critical problem for potential cloud customers. We propose CloudProphet, a trace-and-replay tool to predict a legacy application's performance if migrated to a cloud infrastructure. CloudProphet traces the workload of the application when running locally, and replays the same workload in the cloud for prediction. We discuss two key technical challenges in designing CloudProphet, and some preliminary results using a prototype implementation.

Duke Scholars

Xiaowei Yang
Author Xiaowei Yang Computer Science

Published In

Computer Communication Review

DOI

10.1145/2043164.2018502

EISSN

1943-5819

ISSN

0146-4833

Publication Date

August 15, 2011

Volume

41

Issue

4

Start / End Page

426 / 427

Related Subject Headings

  • Networking & Telecommunications
  • 4606 Distributed computing and systems software
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0805 Distributed Computing
  • 0803 Computer Software
 

Citation

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ICMJE
MLA
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Li, A., Zong, X., Kandula, S., Yang, X., & Zhang, M. (2011). Cloud Prophet: Towards application performance prediction in cloud. Computer Communication Review, 41(4), 426–427. https://doi.org/10.1145/2043164.2018502
Li, A., X. Zong, S. Kandula, X. Yang, and M. Zhang. “Cloud Prophet: Towards application performance prediction in cloud.” Computer Communication Review 41, no. 4 (August 15, 2011): 426–27. https://doi.org/10.1145/2043164.2018502.
Li A, Zong X, Kandula S, Yang X, Zhang M. Cloud Prophet: Towards application performance prediction in cloud. Computer Communication Review. 2011 Aug 15;41(4):426–7.
Li, A., et al. “Cloud Prophet: Towards application performance prediction in cloud.” Computer Communication Review, vol. 41, no. 4, Aug. 2011, pp. 426–27. Scopus, doi:10.1145/2043164.2018502.
Li A, Zong X, Kandula S, Yang X, Zhang M. Cloud Prophet: Towards application performance prediction in cloud. Computer Communication Review. 2011 Aug 15;41(4):426–427.

Published In

Computer Communication Review

DOI

10.1145/2043164.2018502

EISSN

1943-5819

ISSN

0146-4833

Publication Date

August 15, 2011

Volume

41

Issue

4

Start / End Page

426 / 427

Related Subject Headings

  • Networking & Telecommunications
  • 4606 Distributed computing and systems software
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0805 Distributed Computing
  • 0803 Computer Software