CloudProphet: Towards application performance prediction in cloud

Journal Article

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.

Full Text

Duke Authors

Cited Authors

  • Li, A; Zong, X; Kandula, S; Yang, X; Zhang, M

Published Date

  • September 29, 2011

Published In

  • Proceedings of the Acm Sigcomm 2011 Conference, Sigcomm'11

Start / End Page

  • 426 - 427

Digital Object Identifier (DOI)

  • 10.1145/2018436.2018502

Citation Source

  • Scopus