Microsoft Corporation
Optimization of workloads based on constraints

Abstract:

Techniques are disclosed for allocating computing resources. Historical verification test data for one or more workloads is accessed. The accessed data is updated by removing data for workloads that are mathematical outliers. Based on the updated data, for one or more workload groups, resource allocations for a range of test times are determined. Based on the allocations, costs for the one or more workload groups are predicted. One or more test configurations are updated based on the predicting.