6 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…
FastFI: Enhancing API Call-Site Robustness in Microservice-Based Systems with Fault Injection
Yuzhen Tan, Jian Wang, Shuaiyu Xie +4
Fault injection is a key technique for assessing software reliability, enabling proactive detection of system defects before they manifest in production. However, the increasing co…
Root Cause Analysis for Microservice Systems via Cascaded Conditional Learning with Hypergraphs
Shuaiyu Xie, Hanbin He, Jian Wang +1
Root cause analysis in microservice systems typically involves two core tasks: root cause localization (RCL) and failure type identification (FTI). Despite substantial research eff…
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…
ScalerEval: Automated and Consistent Evaluation Testbed for Auto-scalers in Microservices
Shuaiyu Xie, Jian Wang, Yang Luo +3
Auto-scaling is an automated approach that dynamically provisions resources for microservices to accommodate fluctuating workloads. Despite the introduction of many sophisticated a…
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…