The wide adoption of Cloud Native shifts the boundary between cloud users and CSPs
(Cloud Service Providers) from VM-based infrastructure to container-based applications …

Serverless computing has grown rapidly as a new cloud computing paradigm that promises
ease-of-management, cost-efficiency, and auto-scaling by shipping functions via self …

Recent breakthroughs in Deep Learning (DL) have led to high demand for executing
inferences in interactive services such as ChatGPT and GitHub Copilot. However, these …

This work presents WarmSwap, a novel provider-side cold-start optimization for serverless
computing. This optimization reduces cold-start time when booting and loading …

Serverless computing has rapidly prospered as a new cloud computing paradigm with agile
scalability, pay-as-you-go pricing, and ease-to-use features for Machine Learning (ML) …

Cold-start times have been the “end-all, be-all” metric for research in serverless cloud
computing over the past decade. Reducing the impact of cold starts matters, because they …

The increased performance of specialized computer hardware such as GPUs and TPUs
over the past few years has led to orders of magnitude more powerful machine learning …

Serverless computing has gained widespread recognition for its lightweight and easy-to-
manage characteristics. Users only need to focus on the implementation of functions, while …