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Efficient Sequencing Tape-Resident Jobs
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Sachin More,
S. Muthukrishnan, and
Elizabeth A. M. Shriver
View Paper (PDF)
Return to Query Optimization
Data repositories are terabytes or petabytes in size, and are expected to continue to grow. Consequently, many applications comprise of tape-resident jobs, namely, ones that process data resident on tape. Not all orders of execution amongst tape-resident jobs make optimum use of the resources, and better sequencing strategies for job execution can significantly reduce the total time for a batch of tape-resident jobs. Our contribution is the general algorithmic approach we develop for solving such scheduling problems by reducing them to a flow-shop problem. Our extensive experimental study shows that our techniques for sequencing job executions decrease the overall time for tape-resident jobs by as much as 15% on EOSDIS data (and even more on synthetic data), which is a significant gain due to the total time these jobs take.
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@inproceedings{DBLP:conf/pods/MoreMS99,
author = {Sachin More and
S. Muthukrishnan and
Elizabeth A. M. Shriver},
title = {Efficient Sequencing Tape-Resident Jobs},
booktitle = {Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium
on Principles of Database Systems, May 31 - June 2, 1999, Philadelphia,
Pennsylvania},
publisher = {ACM Press},
year = {1999},
isbn = {1-58113-062-7},
pages = {33-43},
crossref = {DBLP:conf/pods/99},
bibsource = {DBLP, http://dblp.uni-trier.de} } },
Copyright(C) 2000 ACM
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