13 citations · 36 across the 9 of their papers we have counts for
8 papers · 1 filter
LLM-Based Misconfiguration Detection for AWS Serverless Computing
Jinfeng Wen, Zhenpeng Chen, Federica Sarro +4
Serverless computing is an emerging cloud computing paradigm that enables developers to build applications at the function level, known as serverless applications. Amazon Web Servi…
SCOPE: Performance Testing for Serverless Computing
Jinfeng Wen, Zhenpeng Chen, Jianshu Zhao +5
Serverless computing is a popular cloud computing paradigm that has found widespread adoption across various online workloads. It allows software engineers to develop cloud applica…
Unveiling Overlooked Performance Variance in Serverless Computing
Jinfeng Wen, Zhenpeng Chen, Federica Sarro +1
Serverless computing is an emerging cloud computing paradigm for developing applications at the function level, known as serverless functions. Due to the highly dynamic execution e…
Software Engineering for Serverless Computing
Jinfeng Wen, Zhenpeng Chen, Xuanzhe Liu
Serverless computing is an emerging cloud computing paradigm that has been applied to various domains, including machine learning, scientific computing, video processing, etc. To d…
Rise of the Planet of Serverless Computing: A Systematic Review
Jinfeng Wen, Zhenpeng Chen, Xin Jin +1
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…
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective
Xuanzhe Liu, Diandian Gu, Zhenpeng Chen +5
Deep learning (DL) has become a key component of modern software. In the "big model" era, the rich features of DL-based software substantially rely on powerful DL models, e.g., BER…
An Empirical Study on Serverless Workflow Service
Jinfeng Wen, Yi Liu
Along with the wide-adoption of Serverless Computing, more and more applications are developed and deployed on cloud platforms. Major cloud providers present their serverless workf…
Characterizing Commodity Serverless Computing Platforms
Jinfeng Wen, Yi Liu, Zhenpeng Chen +2
Serverless computing has become a new trending paradigm in cloud computing, allowing developers to focus on the development of core application logic and rapidly construct the prot…