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Datacenter database generation using task fingerprint and allocated resources

  • US 9,460,127 B2
  • Filed: 12/03/2014
  • Issued: 10/04/2016
  • Est. Priority Date: 11/18/2011
  • Status: Expired due to Fees
First Claim
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1. A processor-implemented method to generate a task fingerprint and resource allocation database comprising:

  • receiving, by a processor, a plurality of tasks to be performed;

    generating, by the processor, a task fingerprint for each received task to form a plurality of task fingerprints by performing at least one of;

    sub-fingerprint masking a multiple number of subtasks within a received task and identifying unmasked subtasks of the task;

    orperforming a tree flow extraction on each received task;

    allocating, by the processor, a resource set to each received task to define a plurality of allocated resource sets based at least in part on an identification of resource types, resource quantities, or resource combinations;

    performing, by the processor, each received task using the resource set allocated by the processor;

    gathering, by the processor, a performance metric for each performed task using the resource set allocated by the processor, wherein the performance metric comprises at least one of a task duration, a central processing unit (CPU) usage, a memory usage, a network usage, a storage volume usage, a storage volume access frequency, a state of change of memory use, or a network traffic change over time; and

    relating, by the processor, each task fingerprint, allocated resource set, and performance metric for each performed task to generate the task fingerprint and resource allocation database.

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