发明名称 |
Intelligent management of virtualized resources for cloud database systems |
摘要 |
Systems and methods are disclosed to manage resources in a cloud-based computing system by generating a model of a relationship between cloud database resources and an expected profit based on cloud-server system parameters and service level agreements (SLAs) that indicates profits for different system performances, wherein the model comprises a two level optimization/control problem, wherein model receives system metrics, number of replicas, and arrival rate as the multiple input; and dynamically adjusting resource allocation among different customers based on current customer workload and the expected profit to maximize the expected profit for a cloud computing service provider.
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申请公布号 |
US8359223(B2) |
申请公布日期 |
2013.01.22 |
申请号 |
US20110985021 |
申请日期 |
2011.01.05 |
申请人 |
NEC LABORATORIES AMERICA, INC.;CHI YUN;MOON HYUN JIN;HACIGUMUS V. HAKAN;XIONG PENGCHENG;ZHU SHENGHUO |
发明人 |
CHI YUN;MOON HYUN JIN;HACIGUMUS V. HAKAN;XIONG PENGCHENG;ZHU SHENGHUO |
分类号 |
G06Q10/00;G06F15/18;G06N5/02 |
主分类号 |
G06Q10/00 |
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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