Capri: Achieving Predictable Performance in Cloud Spot Markets

2021 29th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS)(2021)

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摘要
Large cloud providers offer spot instances at attractive prices to improve resource utilization, resulting in a spot market where users bid for resources and providers alter prices dynamically. As prices surpass bid values, resources may be relinquished from users with low bids. Achieving predictable performance on spot markets is challenging for data analytics workloads because they are very sens...
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关键词
Analytical models,Data analysis,Parameter estimation,Costs,Computational modeling,Predictive models,Dynamic scheduling
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