公开(公告)号：US10037230B2

公开(公告)日：2018-07-31

申请号：US15223394

申请日：2016-07-29

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Yuan Chen ,  Dejan S. Milojicic ,  Dazhao Cheng

IPC: G06F9/50 ,  G06N99/00

CPC classification number: G06F9/5027 ,  G06F9/5038 ,  G06F2209/5011 ,  G06N20/00

Abstract: Examples relate to managing data processing resources. In one example, a computing device may: determine, for each of a plurality of data processing jobs, that the job is independent or dependent; allocate data processing resources to an independent job processing pool or a dependent job processing pool based on an initial resource share value indicating how resources are to be allocated between job processing pools; determine a first policy for scheduling data to be processed by processing resources allocated to the independent job processing pool; determine a second policy for scheduling data to be processed by processing resources allocated to the dependent job processing pool; determine an initial parallelism value that specifies a number of concurrently processing jobs; and provide a processing device with instructions to process batches of data using the allocation of data processing resources, the first policy, the second policy, and the initial parallelism value.

公开(公告)号：US20180032373A1

公开(公告)日：2018-02-01

申请号：US15223394

申请日：2016-07-29

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Yuan Chen ,  Dejan S. Milojicic ,  Dazhao Cheng

IPC: G06F9/50 ,  G06N99/00

CPC classification number: G06F9/5027 ,  G06F9/5038 ,  G06F2209/5011 ,  G06N99/005

Abstract: Examples relate to managing data processing resources. In one example, a computing device may: determine, for each of a plurality of data processing jobs, that the job is independent or dependent; allocate data processing resources to an independent job processing pool or a dependent job processing pool based on an initial resource share value indicating how resources are to be allocated between job processing pools; determine a first policy for scheduling data to be processed by processing resources allocated to the independent job processing pool; determine a second policy for scheduling data to be processed by processing resources allocated to the dependent job processing pool; determine an initial parallelism value that specifies a number of concurrently processing jobs; and provide a processing device with instructions to process batches of data using the allocation of data processing resources, the first policy, the second policy, and the initial parallelism value.