公开(公告)号：US20240362000A1

公开(公告)日：2024-10-31

申请号：US18308570

申请日：2023-04-27

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： DEJAN S. MILOJICIC ,  ADITYA DHAKAL ,  EITAN FRACHTENBERG ,  NINAD SANJAY HOGADE ,  ROLANDO PABLO HONG ENRIQUES ,  GOURAV RATTIHALLI ,  TOBIAS PFANDZELTER

IPC: G06F8/41 ,  G06F9/48 ,  G06N5/022

CPC classification number: G06F8/447 ,  G06F9/4881 ,  G06N5/022

Abstract: Systems and methods are provided for implementing an iterative function deployment in a Function-as-a-Service (FaaS) computing environment. For example, the system may receive a request to execute a program and convert machine-readable code from the request into functions that are deployable in the FaaS computing environment. The system may determine a first deployment of the functions that defines scheduling and execution tasks, and also an execution metric by a trained prediction model. The system may adjust execution of the plurality of functions and also adjust the execution metric in a second deployment. The system may implement the second deployment at run-time, such that the machine-readable code from the request is executed by the computing components of the FaaS infrastructure in accordance with the second deployment.