5 papers
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…
Self-Organizing Agent Network for LLM-based Workflow Automation
Yiming Xiong, Jian Wang, Bing Li +2
Recent multi-agent frameworks built upon large language models (LLMs) have demonstrated remarkable capabilities in complex task planning. However, in real-world enterprise environm…
Agent-as-a-Service based on Agent Network
Yuhan Zhu, Haojie Liu, Jian Wang +3
The rise of large model-based AI agents has spurred interest in Multi-Agent Systems (MAS) for their capabilities in decision-making, collaboration, and adaptability. While the Mode…
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…