Optimizing cost and performance in distributed systems
AssigneeDell Products L.P.
InventorsZIJIA WANG, XIAOCHEN CHEN, SCOTT E. JOYCE, NING LI
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AssigneeDell Products L.P.
InventorsZIJIA WANG, XIAOCHEN CHEN, SCOTT E. JOYCE, NING LI
Estimating the term…
Methods and systems for managing performance of workloads in a distributed system are disclosed. The performance may be managed by determining the performance of the workloads through updating, using at least stakeholder feedback, synthetic feedback, and/or costs of the workloads, a decision model. The costs may be compared to a cost threshold. Based on the comparison, stakeholder feedback and/or synthetic feedback, from the decision model, may be used to generate at least one scaling factor. The at least one scaling factor and/or the costs may be used to generate rewards. The rewards may be ingested by the decision model to update the decision model. With each update, the decision model may be trained to select, for performance, workloads that do not exceed the cost threshold.
A method for managing performance of workloads in a distributed system, the method comprising:
A non-transitory machine-readable medium having instructions stored therein, which when executed by a processor, cause the processor to perform operations for managing performance of workloads in a distributed system, the operations comprising:
A data processing system, comprising:
Dependencies are inferred from the claim text.