Serverless computing: state-of-the-art, challenges and opportunities

Y Li, Y Lin, Y Wang, K Ye, C Xu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …

The serverless computing survey: A technical primer for design architecture

Z Li, L Guo, J Cheng, Q Chen, BS He… - ACM Computing Surveys …, 2022 - dl.acm.org
The development of cloud infrastructures inspires the emergence of cloud-native computing.
As the most promising architecture for deploying microservices, serverless computing has …

What serverless computing is and should become: The next phase of cloud computing

J Schleier-Smith, V Sreekanti, A Khandelwal… - Communications of the …, 2021 - dl.acm.org
What serverless computing is and should become: the next phase of cloud computing Page 1
76 COMMUNICATIONS OF THE ACM | MAY 2021 | VOL. 64 | NO. 5 contributed articles IN …

Firecracker: Lightweight virtualization for serverless applications

A Agache, M Brooker, A Iordache, A Liguori… - … USENIX symposium on …, 2020 - usenix.org
Serverless containers and functions are widely used for deploying and managing software
in the cloud. Their popularity is due to reduced cost of operations, improved utilization of …

Cloud programming simplified: A berkeley view on serverless computing

E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai… - arxiv preprint arxiv …, 2019 - arxiv.org
Serverless cloud computing handles virtually all the system administration operations
needed to make it easier for programmers to use the cloud. It provides an interface that …

The rise of serverless computing

P Castro, V Ishakian, V Muthusamy… - Communications of the …, 2019 - dl.acm.org
The rise of serverless computing Page 1 44 COMMUNICATIONS OF THE ACM |
DECEMBER 2019 | VOL. 62 | NO. 12 contributed articles ILL US TRA TION B Y PETER …

{INFaaS}: Automated model-less inference serving

F Romero, Q Li, NJ Yadwadkar… - 2021 USENIX Annual …, 2021 - usenix.org
Despite existing work in machine learning inference serving, ease-of-use and cost efficiency
remain challenges at large scales. Developers must manually search through thousands of …

Serverless computing: One step forward, two steps back

JM Hellerstein, J Faleiro, JE Gonzalez… - arxiv preprint arxiv …, 2018 - arxiv.org
Serverless computing offers the potential to program the cloud in an autoscaling, pay-as-you
go manner. In this paper we address critical gaps in first-generation serverless computing …

Next generation cloud computing: New trends and research directions

B Varghese, R Buyya - Future Generation Computer Systems, 2018 - Elsevier
The landscape of cloud computing has significantly changed over the last decade. Not only
have more providers and service offerings crowded the space, but also cloud infrastructure …

Faasm: Lightweight isolation for efficient stateful serverless computing

S Shillaker, P Pietzuch - … Annual Technical Conference (USENIX ATC 20 …, 2020 - usenix.org
Serverless computing is an excellent fit for big data processing because it can scale quickly
and cheaply to thousands of parallel functions. Existing serverless platforms isolate …