Serverless computing: a survey of opportunities, challenges, and applications

H Shafiei, A Khonsari, P Mousavi - ACM Computing Surveys, 2022 - dl.acm.org
The emerging serverless computing paradigm has attracted attention from both academia
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …

Survey on serverless computing

HB Hassan, SA Barakat, QI Sarhan - Journal of Cloud Computing, 2021 - Springer
Serverless computing has gained importance over the last decade as an exciting new field,
owing to its large influence in reducing costs, decreasing latency, improving scalability, and …

Kappa: A programming framework for serverless computing

W Zhang, V Fang, A Panda, S Shenker - … of the 11th ACM Symposium on …, 2020 - dl.acm.org
Serverless computing has recently emerged as a new paradigm for running software on the
cloud. In this paradigm, programs need to be expressed as a set of short-lived tasks, each of …

A survey on the scheduling mechanisms in serverless computing: a taxonomy, challenges, and trends

M Ghorbian, M Ghobaei-Arani, L Esmaeili - Cluster Computing, 2024 - Springer
In recent years, serverless computing has received significant attention due to its innovative
approach to cloud computing. In this novel approach, a new payment model is presented …

[HTML][HTML] Data pipeline approaches in serverless computing: a taxonomy, review, and research trends

Z Shojaee Rad… - Journal of Big …, 2024 - journalofbigdata.springeropen.com
Serverless computing has gained significant popularity due to its scalability, cost-
effectiveness, and ease of deployment. With the exponential growth of data, organizations …

Oversketched newton: Fast convex optimization for serverless systems

V Gupta, S Kadhe, T Courtade… - … Conference on Big …, 2020 - ieeexplore.ieee.org
Motivated by recent developments in serverless systems for large-scale computation as well
as improvements in scalable randomized matrix algorithms, we develop OverSketched …

Enabling serverless deployment of large-scale ai workloads

A Christidis, S Moschoyiannis, CH Hsu… - IEEE Access, 2020 - ieeexplore.ieee.org
We propose a set of optimization techniques for transforming a generic AI codebase so that
it can be successfully deployed to a restricted serverless environment, without compromising …

Libra: Harvesting idle resources safely and timely in serverless clusters

H Yu, C Fontenot, H Wang, J Li, X Yuan… - Proceedings of the 32nd …, 2023 - dl.acm.org
Serverless computing has been favored by users and infrastructure providers from various
industries, including online services and scientific computing. Users enjoy its auto-scaling …

Scheduling mechanisms in serverless computing

M Ghobaei-Arani, M Ghorbian - Serverless Computing: Principles and …, 2023 - Springer
Currently, serverless computing is considered a critical event in the information and
communication technologies domain. It provides a model with high scalability, pay-as-you …

Sok: Function-as-a-service: From an application developer's perspective

A Raza, I Matta, N Akhtar, V Kalavri… - Journal of Systems …, 2021 - escholarship.org
In the past few years, FaaS has gained significant popularity and became a go-to choice for
deploying cloud applications and micro-services. FaaS with its unique 'pay as you go'pricing …