180 citations
- The University of MelbourneAU7 papers
- Harbin Institute of TechnologyCN6 papers
- Chinese Academy of SciencesCN3 papers
- Shanghai Jiao Tong UniversityCN3 papers
- University of Louisiana at LafayetteUS3 papers
- Alibaba Group (China)CN2 papers
- Chinese University of Hong KongHK2 papers
- Department of SpaceIN2 papers
- Hefei University of TechnologyCN2 papers
- Huawei Technologies (China)CN2 papers
- Huawei Technologies (United Kingdom)GB2 papers
- Huawei Technologies (United States)US2 papers
4 papers · 1 filter
Cross-Stack Validation of Language-Model Training: A Clinical Fine-Tuning Case Study
Thang Tran, Lan Dang
Neural network training has an oracle problem: a run can converge normally and yield a usable model while the software beneath it computes something other than specified. Almost al…
DADL: A Declarative Description Language for Enterprise Tool Libraries in LLM Agent Systems
Axel Dunkel
The Model Context Protocol (MCP) is the standard interface between large language model (LLM) agents and external tools. At organizational scale, however, it exposes two structural…
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach
Jinxi Kuang, Jinyang Liu, Junjie Huang +6
Due to the scale and complexity of cloud systems, a system failure would trigger an "alert storm", i.e., massive correlated alerts. Although these alerts can be traced back to a fe…
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems
Junjie Huang, Jinyang Liu, Zhuangbin Chen +7
Postmortem analysis is essential in the management of incidents within cloud systems, which provides valuable insights to improve system's reliability and robustness. At CloudA, fa…