Parrotfish: Parametric regression for optimizing serverless functions

A Moghimi, J Hattori, A Li, M Ben Chikha… - Proceedings of the 2023 …, 2023 - dl.acm.org
Serverless computing is a new paradigm that aims to remove the burdens of cloud
management from developers. Yet rightsizing serverless functions remains a pain point for …

Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions

S Agarwal, MA Rodriguez, R Buyya - arXiv preprint arXiv:2411.07444, 2024 - arxiv.org
In today's Function-as-a-Service offerings, a programmer is usually responsible for
configuring function memory for its successful execution, which allocates proportional …

Automating resource and security configuration of serverless applications

A Moghimi - 2024 - open.library.ubc.ca
Serverless computing is an emerging paradigm that eases the process of application
deployment by removing the burden of infrastructure provisioning, management, and scaling …