METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO ESTIMATE WORKLOAD COMPLEXITY
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United States of America
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Issued Date -
Nov 21, 2024
app pub date -
Dec 23, 2021
filing date -
Dec 23, 2021
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Abstract
Methods, apparatus, systems, and articles of manufacture are disclosed to estimate workload complexity. An example apparatus includes processor circuitry to perform at least one of first, second, or third operations to instantiate payload interface circuitry to extract workload objective information and service level agreement (SLA) criteria corresponding to a workload, and acceleration circuitry to select a pre-processing model based on (a) the workload objective information and (b) feedback corresponding to workload performance metrics of at least one prior workload execution iteration, execute the pre-processing model to calculate a complexity metric corresponding to the workload, and select candidate resources based on the complexity metric.
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