CloudProphet: Towards application performance prediction in cloud
Publication
, Journal Article
Li, A; Zong, X; Kandula, S; Yang, X; Zhang, M
Published in: Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11
August 15, 2011
Choosing the best-performing cloud for one's application is a critical problem for potential cloud customers. We propose Cloud- Prophet, 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
Published In
Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11
DOI
Publication Date
August 15, 2011
Start / End Page
426 / 427
Citation
APA
Chicago
ICMJE
MLA
NLM
Li, A., Zong, X., Kandula, S., Yang, X., & Zhang, M. (2011). CloudProphet: Towards application performance prediction in cloud. Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11, 426–427. https://doi.org/10.1145/2018436.2018502
Li, A., X. Zong, S. Kandula, X. Yang, and M. Zhang. “CloudProphet: Towards application performance prediction in cloud.” Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11, August 15, 2011, 426–27. https://doi.org/10.1145/2018436.2018502.
Li A, Zong X, Kandula S, Yang X, Zhang M. CloudProphet: Towards application performance prediction in cloud. Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11. 2011 Aug 15;426–7.
Li, A., et al. “CloudProphet: Towards application performance prediction in cloud.” Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11, Aug. 2011, pp. 426–27. Scopus, doi:10.1145/2018436.2018502.
Li A, Zong X, Kandula S, Yang X, Zhang M. CloudProphet: Towards application performance prediction in cloud. Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11. 2011 Aug 15;426–427.
Published In
Proceedings of the ACM SIGCOMM 2011 Conference SIGCOMM 11
DOI
Publication Date
August 15, 2011
Start / End Page
426 / 427