Autocorrelation-Driven Load Control in Distributed Systems

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Provided by: Microsoft
Topic: Hardware
Format: PDF
In this paper, the authors propose a new approach for the development of load control policies in autonomic multitier systems. They control system load in a completely new way compared to existing policies: they leverage on the autocorrelation of service times and show that autocorrelation can be used to forecast future service requirements of requests and adaptively control system load. To the best of their knowledge, this is the first direct application of autocorrelation of service times to autonomic load control.
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