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vivekaxl / ChinExp

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state of the art #4

Open vivekaxl opened 8 years ago

vivekaxl commented 8 years ago

What do you think is the state of the art? what should I be looking for? key words?

oxhead commented 8 years ago

I was reading an interesting paper related to ours. Check this out.

P. Bodik, R. Griffith, C. Sutton, A. Fox, M. I. Jordan, and D. a. Patterson, “Automatic Exploration of Datacenter Performance Regimes,” in Proceedings of the 1st workshop on Automated control for datacenters and clouds - ACDC ’09, 2009, p. 1.

http://dl.acm.org/citation.cfm?id=1555273

oxhead commented 8 years ago

Any other papers in your domain? I can start to read some of them. @vivekaxl

vivekaxl commented 8 years ago

FinalVersion.pdf

sarkar_2015_ase.pdf Variability-Aware Performance Prediction- A Statistical Learning Approach.pdf icse2012_norbert_sven.pdf FourierLearning.pdf SystemsApproachToTackleConfigurationErrors.pdf TooManyKnobs.pdf CompositeModelofSamplingCost.pdf

vivekaxl commented 8 years ago

P. Shivam, V. Marupadi, J. Chase, T. Subramaniam, and S. Babu. Cutting corners: Workbench automation for server benchmarking. In USENIX, 2008.

vivekaxl commented 8 years ago

P. Shivam, S. Babu, and J. Chase. Active sampling for accelerated learning of performance models. In SysML, 2006.

vivekaxl commented 8 years ago

S. Babu, N. Borisov, S. Duan, H. Herodotou, and V. Thummala. Automated experiment-driven management of (database) systems. In HotOS, 2009.

vivekaxl commented 8 years ago

Modeling cloud performance with kriging