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    • 11. 发明申请
    • Method for modeling on-demand free pool of resources
    • 用于建模按需免费资源池的方法
    • US20070174458A1
    • 2007-07-26
    • US11337742
    • 2006-01-23
    • Robert BoyceRandy JohnsonTedrick NorthwayWalter SchmidtClea Zolotow
    • Robert BoyceRandy JohnsonTedrick NorthwayWalter SchmidtClea Zolotow
    • G06F15/173
    • G06F9/5077
    • The invention comprises a computer-implemented process for managing computing resources provided to customers in an on-demand data center. The process comprises: providing a shared computing environment; providing to each customer one or more logical partitions of computing resources within the shared computing environment; allocating at least one processing engine to each logical partition; modeling a selected customer's resource utilization as a beta distribution; iteratively selecting a random resource utilization value from the beta distribution and, for each logical partition, calculating a processing engine differential; for each iteration, calculating a collective processing engine differential until the collective processing engine differential converges on an optimal processing engine differential; and adjusting the number of processing engines by the optimal processing engine differential to achieve an optimal free pool size.
    • 本发明包括一种用于管理按需数据中心向客户提供的计算资源的计算机实现过程。 该过程包括:提供共享的计算环境; 向所述客户提供所述共享计算环境内的计算资源的一个或多个逻辑分区; 将至少一个处理引擎分配给每个逻辑分区; 将所选客户的资源利用率建模为beta分布; 从β分布迭代地选择随机资源利用值,并且对于每个逻辑分区,计算处理引擎差异; 对于每个迭代,计算集体处理引擎差分,直到集体处理引擎差异收敛于最优处理引擎差异; 以及通过最佳处理引擎差异来调整处理引擎的数量以实现最佳的可用池大小。