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Abstract: We describe and evaluate the Running Time Advisor (RTA), a system that can predict the running time of a compute-bound task on a typical shared, unreserved commodity host. The prediction is computed from linear time series predictions of host load and takes the form of a confidence interval that neatly expresses the error associated with the measurement and prediction processes--- error that must be captured to make statistically valid decisions based on the predictions. Adaptive applications... (Update)
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BibTeX entry: (Update)
P. Dinda. Online prediction of the running time of tasks. In Proc. 10th IEEE Symp. on High Performance Distributed Computing, (to appear) 2001. http://citeseer.ist.psu.edu/dinda01online.html More
@inproceedings{ dinda01online,
author = "Peter A. Dinda",
title = "Online prediction of the running time of tasks",
booktitle = "{SIGMETRICS}/Performance",
pages = "336-337",
year = "2001",
url = "citeseer.ist.psu.edu/dinda01online.html" }
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663 The Grid: Blueprint for a New Computing Infrastructure (context) - Foster, Kesselman - 1999
517 The Art of Computer Systems Performance Analysis (context) - Jain - 1991
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