公开(公告)号：US20240126460A1

公开(公告)日：2024-04-18

申请号：US17957700

申请日：2022-09-30

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Faraz AHMED ,  Lianjie CAO ,  Puneet SHARMA ,  Amit SAMANTA

IPC: G06F3/06

CPC classification number: G06F3/0638 ,  G06F3/0665 ,  G06F3/0604 ,  G06F3/0679

Abstract: A scheduling platform for scheduling serverless application tasks in persistent memory (PMEM) is provided. A profiler receives application requests from processes of serverless applications. The profiler categorizes the processes as persistent or non-persistent based on the application requests. A read/write batcher creates batches of the persistent requests including the read requests and write requests and assigns the batches to persistent memory banks. A scheduler creates a schedule of the batches to the persistent memory banks in a manner enabling optimization of job completion time.

公开(公告)号：US20210344587A1

公开(公告)日：2021-11-04

申请号：US16862629

申请日：2020-04-30

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Faraz AHMED ,  Puneet SHARMA ,  Diman ZAD TOOTAGHAJ

IPC: H04L12/751 ,  G06N20/00 ,  G06N7/00 ,  H04L12/707 ,  H04L12/721 ,  H04L12/26

Abstract: An example client device includes processing circuitry and a memory including instructions that, when executed by the processing circuitry, cause the client device to undertake certain actions. Certain instructions cause the device to periodically measure active network performance data for a network, calculate expected rewards for the plurality of entry points, select an expected best entry point based on the expected rewards, route data to the selected entry point, measure passive network performance data for the selected entry point, and update a reinforcement learning algorithm, based in part on the measured passive network performance data.