journalarticle
On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud
International Conference on Automation and Computing2014-03-05 104 citations24 references
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Abstract
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TL;DRThis paper introduces an online learning algorithm for resource allocation that dynamically adapts resource allocation by learning from its performance on prior job executions while incorporating history of spot prices and workload characteristics. (Semantic Scholar)