Adaptive algorithm for cloud admission policies

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United States of America Patent

PATENT NO 9391919
SERIAL NO

13966792

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Disclosed is a novel system and method for managing requests for an additional virtual machine. The method begins with operating at least one virtual machine accessing at least one computer resource associated with at least one physical machine within a computing cluster. One or more non-deterministic virtual machine requests for the computer resource are received. An over-utilization of the computer resource as a probability distribution function is modeled. In one example, the probability distribution function is a Beta distribution function to represent a one of a plurality of probability distribution functions. Next, an additional virtual machine on the physical machine associated with the computer resource is added in response to a probability of a utilization of the computer resource being greater than a probabilistic bound on the over-utilization of the computer resource. Otherwise, the additional virtual machine is not added.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Doganata, Yurdaer N Chestnut Ridge, US 35 690
Steinder, Malgorzata Leona, US 53 1876
Tantawi, Asser N Somers, US 27 908
Unuvar, Merve New York, US 17 278

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