公开(公告)号：US11625282B2

公开(公告)日：2023-04-11

申请号：US16816248

申请日：2020-03-11

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Kartik Mathur ,  Ritesh Jaltare ,  Saurabh Jogalekar

IPC: G06F9/50 ,  G06F9/54 ,  G06F16/901 ,  G06N20/00

Abstract: Systems and methods are provided for remote submission and execution of machine learning models. Embodiments in accordance with the present disclosure enable an instance of a notebook client running on a user terminal to remotely submit model code entered into the cells of the instance to a selected training cluster. The instance is instantiated without configuring the instance with a specific compute engine. A management system communicatively coupled to the user terminal and the training clusters maintains a data structure including configuration parameters for the training clusters. The instance receives a selection of a training cluster and is provided with the configuration parameters from the management system for the selected training cluster for attaching the training cluster to the instance.