Predicting Needs as a Buyer. It is difficult to describe
precisely the level of resources required to run an ex-
periment or job. Depending on the inputs to a program,
the ideal level of resource consumption can vary dramat-
ically.
Moreover, there is a tangible penalty formisestimating
resource need, since these bids are made in advance of
when the resources will actually be available. In order to
match enough buyers with sellers, current market-based
resource allocation schemes batch allocations into blocks
of time. The time scale of this batch system can be min-
utes or days ahead of when the resources will actually
be made available. This means that users must predict
their...
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Error Log Processing for Accurate Failure Prediction
Error Log Processing for Accurate Failure Prediction
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