发明名称 |
WORKLOAD ADAPTIVE CLOUD COMPUTING RESOURCE ALLOCATION |
摘要 |
A workload associated with a task is assessed with respect to each of a plurality of computing paradigms offered by a cloud computing environment. Adaptive learning is employed by maintaining a table of Q-values corresponding to the computing paradigms and the workload is distributed according to a ratio of Q-values. The Q-values may be adjusted responsive to a performance metric and/or a value, reward, and/or decay function. The workload is then assigned to available computing paradigms to be performed with improved utilization of resources. |
申请公布号 |
US2013346614(A1) |
申请公布日期 |
2013.12.26 |
申请号 |
US201213533164 |
申请日期 |
2012.06.26 |
申请人 |
BAUGHMAN AARON K.;BOYER LINDA M.;CODELLA CHRISTOPHER F.;DARDEN RICHARD L.;DUBYAK WILLIAM G.;GREENLAND ARNOLD;INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
BAUGHMAN AARON K.;BOYER LINDA M.;CODELLA CHRISTOPHER F.;DARDEN RICHARD L.;DUBYAK WILLIAM G.;GREENLAND ARNOLD |
分类号 |
G06F15/173 |
主分类号 |
G06F15/173 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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