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Rise of the Planet of Serverless Computing: A Systematic Review

Authors:

Xuanzhe LiuAuthors Info & Claims

ACM Transactions on Software Engineering and Methodology, Volume 32, Issue 5

Article No.: 131, Pages 1 - 61

https://doi.org/10.1145/3579643

Published: 21 July 2023 Publication History

Abstract

Serverless computing is an emerging cloud computing paradigm, being adopted to develop a wide range of software applications. It allows developers to focus on the application logic in the granularity of function, thereby freeing developers from tedious and error-prone infrastructure management. Meanwhile, its unique characteristic poses new challenges to the development and deployment of serverless-based applications. To tackle these challenges, enormous research efforts have been devoted. This article provides a comprehensive literature review to characterize the current research state of serverless computing. Specifically, this article covers 164 articles on 17 research directions of serverless computing, including performance optimization, programming framework, application migration, multi-cloud development, testing and debugging, and so on. It also derives research trends, focus, and commonly-used platforms for serverless computing, as well as promising research opportunities.

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Cited By

Ben-Shimol LLavi DKlevansky EBrodt OMimran DElovici YShabtai A(2025)Detection of compromised functions in a serverless cloud environmentComputers & Security10.1016/j.cose.2024.104261150(104261)Online publication date: Mar-2025
https://doi.org/10.1016/j.cose.2024.104261
Salcedo-Navarro APeña-Ortiz RClaver JGarcia-Pineda MGutiérrez-Aguado J(2025)Towards GPU-enabled serverless cloud edge platforms for accelerating HEVC video codingCluster Computing10.1007/s10586-024-04692-028:1Online publication date: 1-Feb-2025
https://dl.acm.org/doi/10.1007/s10586-024-04692-0
Pacheco Armijos XQuevedo Sacoto A(2024)Serverless Computing en el campo de la Ciberseguridad. Una revisión sistemática de literaturaReligación10.46652/rgn.v9i42.12669:42(e2401266)Online publication date: 18-Jul-2024
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Index Terms

Rise of the Planet of Serverless Computing: A Systematic Review
1. Computer systems organization
  1. Architectures
    1. Distributed architectures
      1. Cloud computing
2. General and reference
  1. Document types
    1. Surveys and overviews

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Published In

cover image ACM Transactions on Software Engineering and Methodology

ACM Transactions on Software Engineering and Methodology Volume 32, Issue 5

September 2023

905 pages

ISSN:1049-331X

EISSN:1557-7392

DOI:10.1145/3610417

Editor:
Mauro Pezzè
USI Università della Svizzera italiana and SIT Schaffhausen Institute of Technology, Switzerland

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Publication History

Published: 21 July 2023

Online AM: 09 January 2023

Accepted: 05 December 2022

Revised: 23 November 2022

Received: 11 July 2022

Published in TOSEM Volume 32, Issue 5

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National Natural Science Foundation of China
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Ben-Shimol LLavi DKlevansky EBrodt OMimran DElovici YShabtai A(2025)Detection of compromised functions in a serverless cloud environmentComputers & Security10.1016/j.cose.2024.104261150(104261)Online publication date: Mar-2025
https://doi.org/10.1016/j.cose.2024.104261
Salcedo-Navarro APeña-Ortiz RClaver JGarcia-Pineda MGutiérrez-Aguado J(2025)Towards GPU-enabled serverless cloud edge platforms for accelerating HEVC video codingCluster Computing10.1007/s10586-024-04692-028:1Online publication date: 1-Feb-2025
https://dl.acm.org/doi/10.1007/s10586-024-04692-0
Pacheco Armijos XQuevedo Sacoto A(2024)Serverless Computing en el campo de la Ciberseguridad. Una revisión sistemática de literaturaReligación10.46652/rgn.v9i42.12669:42(e2401266)Online publication date: 18-Jul-2024
https://doi.org/10.46652/rgn.v9i42.1266
Gaber SAlenezi M(2024)Transforming Application Development With Serverless ComputingInternational Journal of Cloud Applications and Computing10.4018/IJCAC.36528814:1(1-16)Online publication date: 21-Dec-2024
https://doi.org/10.4018/IJCAC.365288
Guhan TSekhar GRevathy NBaranidharan KAancy H(2024)Financial and Economic Analysis on Serverless Computing Sytem ServicesEssential Information Systems Service Management10.4018/979-8-3693-4227-5.ch004(83-112)Online publication date: 20-Sep-2024
https://doi.org/10.4018/979-8-3693-4227-5.ch004
Kalaiselvi TSaravanan GHaritha TBabu ASakthivel MBoopathi S(2024)A Study on the Landscape of Serverless ComputingServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch016(260-282)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch016
Mudrakola SChennam KSelvarajan S(2024)ContainerizationServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch007(123-133)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch007
Boopathi S(2024)Unraveling the Fabric of Serverless ComputingServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch005(74-97)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch005
Kavuri RTadepalli S(2024)Introduction to Serverless ComputingServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch001(1-19)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch001
Golec MWalia GKumar MCuadrado FGill SUhlig S(2024)Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future DirectionsACM Computing Surveys10.1145/370087557:3(1-36)Online publication date: 11-Nov-2024
https://doi.org/10.1145/3700875
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