INFORMATION HANDLING SYSTEMS AND METHODS TO PROVIDE WORKLOAD REMEDIATION BASED ON WORKLOAD PERFORMANCE METRICS AND CONTEXTUAL INFORMATION

The present disclosure provides various embodiments of information handling systems and related methods to provide workload remediation on client devices running multiple concurrent workloads. More specifically, the present disclosure provides software services and computer-implemented methods that utilize workload performance metrics and contextual information to provide workload remediation for each workload/application included within a user's workspace. The disclosed embodiments provide an automated iterative remediation framework, which identifies degradation of workload performance metrics of each workload, takes one or more corrective actions to remediate the performance degradation based on a set of observed states obtained for each workload, measures the efficacy of each corrective action using a weighted scoring function, and improves the workload performance for each workload by selecting the corrective action that optimizes the weighted scoring function for the set of observed states.