5 papers · 1 filter
SequenceFI: Non-intrusive Temporal Fault Injection for Microservice Systems
Yuzhen Tan, Jian Wang, Bing Li +1
Fault injection is widely used to evaluate the resilience of microservice systems, where client requests often span multiple services and execution stages. Existing request-level t…
TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse
Siyu Nan, Yaling Luo, Jian Wang +2
Repository-level code generation with Large Language Models (LLMs) remains challenging, primarily due to complex dependencies and limited context windows. Recent approaches adopt r…
TVDiag: A Task-oriented and View-invariant Failure Diagnosis Framework with Multimodal Data
Shuaiyu Xie, Jian Wang, Hanbin He +4
Microservice-based systems often suffer from reliability issues due to their intricate interactions and expanding scale. With the rapid growth of observability techniques, various…
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments
Yuhan Zhu, Jian Wang, Bing Li +4
With the development of cloud-native technologies, microservice-based software systems face challenges in accurately localizing root causes when failures occur. Additionally, the c…
Code Reviewer Recommendation Based on a Hypergraph with Multiplex Relationships
Yu Qiao, Jian Wang, Can Cheng +4
Code review is an essential component of software development, playing a vital role in ensuring a comprehensive check of code changes. However, the continuous influx of pull reques…