Leveraging Intra-Function Parallelism in Serverless Machine Learning

Predoaia, Ionut orcid.org/0000-0002-2009-4054 and García-López, Pedro (2023) Leveraging Intra-Function Parallelism in Serverless Machine Learning. In: WoSC '23: Proceedings of the 9th International Workshop on Serverless Computing. 9th International Workshop on Serverless Computing, WoSC '23, 11-15 Dec 2023 WoSC '23 . ACM , ITA , 36–41.

Abstract

Metadata

Item Type: Proceedings Paper
Authors/Creators:
Copyright, Publisher and Additional Information:

This is an author-produced version of the published paper. Uploaded in accordance with the University’s Research Publications and Open Access policy.

Keywords: Intra-Function Parallelism,Lithops,Machine Learning,Multicore Functions,Serverless,Stateful
Dates:
  • Published: 11 December 2023
  • Accepted: 18 October 2023
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Depositing User: Pure (York)
Date Deposited: 05 Feb 2024 12:50
Last Modified: 17 Nov 2024 00:32
Published Version: https://doi.org/10.1145/3631295.3631399
Status: Published
Publisher: ACM
Series Name: WoSC '23
Identification Number: 10.1145/3631295.3631399
Related URLs:
Open Archives Initiative ID (OAI ID):

Download

Filename: wosc2023-final73.pdf

Description: Leveraging Intra-Function Parallelism in Serverless Machine Learning

Export

Statistics