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 …

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 …

{FaaSNet}: Scalable and fast provisioning of custom serverless container runtimes at alibaba cloud function compute

A Wang, S Chang, H Tian, H Wang, H Yang… - 2021 USENIX Annual …, 2021 - usenix.org
Serverless computing, or Function-as-a-Service (FaaS), enables a new way of building and
scaling applications by allowing users to deploy fine-grained functions while providing fully …

Faasflow: Enable efficient workflow execution for function-as-a-service

Z Li, Y Liu, L Guo, Q Chen, J Cheng, W Zheng… - Proceedings of the 27th …, 2022 - dl.acm.org
Serverless computing (Function-as-a-Service) provides fine-grain resource sharing by
running functions (or Lambdas) in containers. Data-dependent functions are required to be …

Wisefuse: Workload characterization and dag transformation for serverless workflows

A Mahgoub, EB Yi, K Shankar, E Minocha… - Proceedings of the …, 2022 - dl.acm.org
We characterize production workloads of serverless DAGs at a major cloud provider. Our
analysis highlights two major factors that limit performance:(a) lack of efficient …

Stepconf: Slo-aware dynamic resource configuration for serverless function workflows

Z Wen, Y Wang, F Liu - IEEE INFOCOM 2022-IEEE Conference …, 2022 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) offers a fine-grained resource provision model, enabling
developers to build highly elastic cloud applications. User requests are handled by a series …

λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures

F Xu, Y Qin, L Chen, Z Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Serverless computing is becoming a promising paradigm for Distributed Deep Neural
Network (DDNN) training in the cloud, as it allows users to decompose complex model …

[HTML][HTML] 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 …

Palette load balancing: Locality hints for serverless functions

M Abdi, S Ginzburg, XC Lin, J Faleiro… - Proceedings of the …, 2023 - dl.acm.org
Function-as-a-Service (FaaS) serverless computing enables a simple programming model
with almost unbounded elasticity. Unfortunately, current FaaS platforms achieve this …

Following the data, not the function: Rethinking function orchestration in serverless computing

M Yu, T Cao, W Wang, R Chen - 20th USENIX Symposium on …, 2023 - usenix.org
Serverless applications are typically composed of function workflows in which multiple short-
lived functions are triggered to exchange data in response to events or state changes …