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 …
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 …
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 …
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 …
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 …
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 …
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 …
This paper releases and analyzes two new Huawei cloud serverless traces. The traces span a period of over 7 months with over 1.4 trillion function invocations combined. The first trace …
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 …