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 …

Machine learning-based orchestration of containers: A taxonomy and future directions

Z Zhong, M Xu, MA Rodriguez, C Xu… - ACM Computing Surveys …, 2022 - dl.acm.org
Containerization is a lightweight application virtualization technology, providing high
environmental consistency, operating system distribution portability, and resource isolation …

{ORION} and the three rights: Sizing, bundling, and prewarming for serverless {DAGs}

A Mahgoub, EB Yi, K Shankar, S Elnikety… - … USENIX Symposium on …, 2022 - usenix.org
Serverless applications represented as DAGs have been growing in popularity. For many of
these applications, it would be useful to estimate the end-to-end (E2E) latency and to …

Icebreaker: Warming serverless functions better with heterogeneity

RB Roy, T Patel, D Tiwari - Proceedings of the 27th ACM International …, 2022 - dl.acm.org
Serverless computing, an emerging computing model, relies on" warming up" functions prior
to its anticipated execution for faster and cost-effective service to users. Unfortunately …

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 …

Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X Jin, 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 …

Cold start latency in serverless computing: A systematic review, taxonomy, and future directions

M Golec, GK Walia, M Kumar, F Cuadrado… - ACM Computing …, 2024 - dl.acm.org
Recently, academics and the corporate sector have paid attention to serverless computing,
which enables dynamic scalability and an economic model. In serverless computing, users …

A holistic view on resource management in serverless computing environments: Taxonomy and future directions

A Mampage, S Karunasekera, R Buyya - ACM Computing Surveys …, 2022 - dl.acm.org
Serverless computing has emerged as an attractive deployment option for cloud
applications in recent times. The unique features of this computing model include rapid auto …

Help rather than recycle: Alleviating cold startup in serverless computing through {Inter-Function} container sharing

Z Li, L Guo, Q Chen, J Cheng, C Xu, D Zeng… - 2022 USENIX Annual …, 2022 - usenix.org
In serverless computing, each function invocation is executed in a container (or a Virtual
Machine), and container cold startup results in long response latency. We observe that some …

Kraken: Adaptive container provisioning for deploying dynamic dags in serverless platforms

VM Bhasi, JR Gunasekaran, P Thinakaran… - Proceedings of the …, 2021 - dl.acm.org
The growing popularity of microservices has led to the proliferation of online cloud service-
based applications, which are typically modelled as Directed Acyclic Graphs (DAGs) …