Memory orchestration mechanisms in serverless computing: a taxonomy, review and future directions

Z Shojaee rad, M Ghobaei-Arani, R Ahsan - Cluster Computing, 2024 - Springer
Serverless computing has become very popular in recent years due to its flexibility and cost
efficiency. Serverless computing is a cloud computing model that allows developers to write …

Function memory optimization for heterogeneous serverless platforms with cpu time accounting

R Cordingly, S Xu, W Lloyd - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Serverless Function-as-a-Service (FaaS) platforms often abstract the underlying
infrastructure configuration into the single option of specifying a function's memory …

Self-provisioning infrastructures for the next generation serverless computing

S Nastic - SN Computer Science, 2024 - Springer
Serverless computing has ushered in a transformative paradigm, with a promise to alleviate
developers from the intricacies of infrastructure management. However, current serverless …

Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin

M Weiß, M Müller, F Dettinger, N Jazdi… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
An increasing proportion of software characterizes modern automated systems such as
vehicles. It can be used to provide new functions to improve the customer experience in …

FireFace: Leveraging Internal Function Features for Configuration of Functions on Serverless Edge Platforms

M Li, J Zhang, J Lin, Z Chen, X Zheng - Sensors, 2023 - mdpi.com
The emerging serverless computing has become a captivating paradigm for deploying cloud
applications, alleviating developers' concerns about infrastructure resource management by …

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 …