Abstract: A method for optimizing a workflow provided by a computing platform to a cloud computing system is described. Metrics for a job of the workflow run on the cloud computing system are received. The job is run on the cloud computing system based on a schedule and a cloud computing infrastructure configuration. An update to the cloud computing infrastructure configuration is generated based on the metrics. The cloud computing infrastructure configuration is automatically updated based on the update, thereby providing an updated cloud computing infrastructure configuration. A next scheduled run of the job on the cloud computing system is based on the updated cloud computing infrastructure configuration.

Abstract: Systems and methods for maximizing resource credits across cloud infrastructure are disclosed herein. An example apparatus comprises: at least one memory; instructions; and processor circuitry to execute the instructions to: transmit a request for information associated with a workload executing on a cloud resource to an application programming interface associated with the cloud resource; identify the cloud resource as underutilized based on a change in an infrastructure usage pattern associated with the workload; compute an expected demand for the cloud resource based on a report of activity associated with the workload; and reconfigure the cloud resource to reduce a monetary cost associated with the workload.

Abstract: A computer-implemented method of adjusting a resource credit configuration for cloud resources that includes collecting a resource credit inventory and attributing metadata related to resources from one or more cloud resources. An expected resource demand is determined. A plurality of resource credit configurations is determined that matches the determined expected resource demand. An improved resource credit benefit based on the resource credit inventory and on the plurality of credit configurations is determined that matches the determined expected resource demand. A modified attribute metadata based on the determined improved resource credit benefit is then determined.

Abstract: A computer-implemented method of adjusting a resource credit configuration for cloud resources that includes collecting a resource credit inventory and attributing metadata related to resources from one or more cloud resources. An expected resource demand is determined. A plurality of resource credit configurations is determined that matches the determined expected resource demand. An improved resource credit benefit based on the resource credit inventory and on the plurality of credit configurations is determined that matches the determined expected resource demand. A modified attribute metadata based on the determined improved resource credit benefit is then determined.

Abstract: A computer-implemented method of adjusting a resource credit configuration for cloud resources that includes collecting a resource credit inventory and attributing metadata related to resources from one or more cloud resources. An expected resource demand is determined. A plurality of resource credit configurations is determined that matches the determined expected resource demand. An improved resource credit benefit based on the resource credit inventory and on the plurality of credit configurations is determined that matches the determined expected resource demand. A modified attribute metadata based on the determined improved resource credit benefit is then determined.

Abstract: A computer-implemented method of adjusting a resource credit configuration for cloud resources that includes collecting a resource credit inventory and attributing metadata related to resources from one or more cloud resources. An expected resource demand is determined. A plurality of resource credit configurations is determined that matches the determined expected resource demand. An improved resource credit benefit based on the resource credit inventory and on the plurality of credit configurations is determined that matches the determined expected resource demand. A modified attribute metadata based on the determined improved resource credit benefit is then determined.