3 papers
cs.AI2026
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?
Yuxuan Zhu, Peng Pu
Agent systems increasingly expose execution traces, yet telemetry that reveals a failure may still be inadequate for identifying where that failure originated. We introduce Telemet…
cs.LG2026
STLGT: A Scalable Trace-Based Linear Graph Transformer for Tail Latency Prediction in Microservices
Yongliang Ding, Qigong Bi, Peng Pu
Accurate end-to-end tail-latency forecasting is critical for proactive SLO management in microservice systems. However, modeling long-range dependency propagation and non-stationar…
cs.SE2023
BotHawk: An Approach for Bots Detection in Open Source Software Projects
Fenglin Bi, Zhiwei Zhu, Wei Wang +3
Social coding platforms have revolutionized collaboration in software development, leading to using software bots for streamlining operations. However, The presence of open-source…