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 …

Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X **, X Liu - ACM Transactions on Software …, 2023 - dl.acm.org
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 …

Netherite: Efficient execution of serverless workflows

S Burckhardt, B Chandramouli, C Gillum… - Proceedings of the …, 2022 - dl.acm.org
Serverless is a popular choice for cloud service architects because it can provide scalability
and load-based billing with minimal developer effort. Functions-as-a-service (FaaS) are …

Optimizing inference serving on serverless platforms

A Ali, R Pinciroli, F Yan, E Smirni - Proceedings of the VLDB Endowment, 2022 - par.nsf.gov
Serverless computing is gaining popularity for machine learning (ML) serving workload due
to its autonomous resource scaling, easy to use and pay-per-use cost model. Existing …

Halfmoon: Log-optimal fault-tolerant stateful serverless computing

S Qi, X Liu, X ** - Proceedings of the 29th Symposium on Operating …, 2023 - dl.acm.org
Serverless computing separates function execution from state management. Simple retry-
based fault tolerance might corrupt the shared state with duplicate updates. Existing …

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 …

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 …

Boxer: Data analytics on network-enabled serverless platforms

M Wawrzoniak, I Müller… - … on innovative data …, 2021 - research-collection.ethz.ch
Serverless is an attractive platform for a variety of applications in the cloud due to its promise
of elasticity, low cost, and fast deployment. Instead of using traditional virtual machine …

Plume: Efficient and complete black-box checking of weak isolation levels

S Liu, L Gu, H Wei, D Basin - Proceedings of the ACM on Programming …, 2024 - dl.acm.org
Modern databases embrace weak isolation levels to cater for highly available transactions.
However, weak isolation bugs have recently manifested in many production databases. This …

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 …