公开(公告)号：US12093530B2

公开(公告)日：2024-09-17

申请号：US17303883

申请日：2021-06-09

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Mayukh Dutta ,  Aesha Dhar Roy ,  Manoj Srivatsav ,  Ganesha Devadiga ,  Geethanjali N Rao ,  Prasenjit Saha ,  Jharna Aggarwal

IPC: G06F3/06 ,  G06N20/00

CPC classification number: G06F3/0613 ,  G06F3/0659 ,  G06F3/067 ,  G06N20/00

Abstract: In some examples, a system creates a training data set based on features of sample workloads, the training data set comprising labels associated with the features of the sample workloads, where the labels are based on load indicators generated in a computing environment relating to load conditions of the computing environment resulting from execution of the sample workloads. The system groups selected workloads into a plurality of workload clusters based on features of the selected workloads, and computes, using a model trained based on the training data set, parameters representing contributions of respective workload clusters of the plurality of workload clusters to a load in the computing environment. The system performs workload management in the computing environment based on the computed parameters.

公开(公告)号：US20230129647A1

公开(公告)日：2023-04-27

申请号：US18069538

申请日：2022-12-21

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Mayukh Dutta ,  Manoj Srivatsav ,  Jharna Aggarwal ,  Manu Sharma

IPC: G06F9/50 ,  G06F3/06

Abstract: In some examples, a computing system receives an indication of an increased workload portion to be added to a workload of a storage system, the workload comprising buckets of operations of different characteristics. The computing system computes, based on quantities of operations of the different characteristics in the workload, factor values that indicate distribution of operations of the increased workload portion to the buckets of operations of the different characteristics, and distributes, according to the factor values, the operations of the increased workload portion into the buckets of operations of the different characteristics.

公开(公告)号：US11550631B2

公开(公告)日：2023-01-10

申请号：US16861840

申请日：2020-04-29

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Mayukh Dutta ,  Manoj Srivatsav ,  Jharna Aggarwal ,  Manu Sharma

IPC: G06F9/46 ,  G06F9/50 ,  G06F3/06

Abstract: In some examples, a computing system receives an indication of an increased workload portion to be added to a workload of a storage system, the workload comprising buckets of operations of different characteristics. The computing system computes, based on quantities of operations of the different characteristics in the workload, factor values that indicate distribution of operations of the increased workload portion to the buckets of operations of the different characteristics, and distributes, according to the factor values, the operations of the increased workload portion into the buckets of operations of the different characteristics.

公开(公告)号：US20240319885A1

公开(公告)日：2024-09-26

申请号：US18677326

申请日：2024-05-29

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Mayukh Dutta ,  Aesha Dhar Roy ,  Manoj Srivatsav ,  Ganesha Devadiga ,  Geethanjali N. Rao ,  Prasenjit Saha ,  Jharna Aggarwal

IPC: G06F3/06 ,  G06N20/00

CPC classification number: G06F3/0613 ,  G06F3/0659 ,  G06F3/067 ,  G06N20/00

Abstract: In some examples, a system creates a training data set based on features of sample workloads, the training data set comprising labels associated with the features of the sample workloads, where the labels are based on load indicators generated in a computing environment relating to load conditions of the computing environment resulting from execution of the sample workloads. The system groups selected workloads into a plurality of workload clusters based on features of the selected workloads, and computes, using a model trained based on the training data set, parameters representing contributions of respective workload clusters of the plurality of workload clusters to a load in the computing environment. The system performs workload management in the computing environment based on the computed parameters.

公开(公告)号：US20220398021A1

公开(公告)日：2022-12-15

申请号：US17303883

申请日：2021-06-09

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Mayukh Dutta ,  Aesha Dhar Roy ,  Manoj Srivatsav ,  Ganesha Devadiga ,  Geethanjali N. Rao ,  Prasenjit Saha ,  Jharna Aggarwal

IPC: G06F3/06 ,  G06N20/00

Abstract: In some examples, a system creates a training data set based on features of sample workloads, the training data set comprising labels associated with the features of the sample workloads, where the labels are based on load indicators generated in a computing environment relating to load conditions of the computing environment resulting from execution of the sample workloads. The system groups selected workloads into a plurality of workload clusters based on features of the selected workloads, and computes, using a model trained based on the training data set, parameters representing contributions of respective workload clusters of the plurality of workload clusters to a load in the computing environment. The system performs workload management in the computing environment based on the computed parameters.