4 papers
Understanding and Detecting Scalability Faults in Large-Scale Distributed Systems
Hao-Nan Zhu, Goodness Ayinmode, Cesar A. Stuardo +2
Scalable distributed systems form the backbone of modern computing infrastructure. However, as scale grows, system complexity may lead to scalability faults. Scalability faults are…
Agentao: A Governed Local-First Runtime for Tool-Using LLM Agents
Bo Jin, Qiang Jiao, Xin Tong
LLM agents increasingly operate as execution systems that invoke tools, modify local state, use persistent memory, and interact with external protocols. These capabilities make age…
StorRep: Storage Research Experiment Patterns on Chameleon Cloud and Trovi
Ray A. O. Sinurat, Yuyang Huang, Nanqinqin Li +4
Storage experiments are vital to advancing storage research, but creating extensible and reproducible storage artifacts can be a challenging task. Our research has shown that only…
Alchemist: Towards the Design of Efficient Online Continual Learning System
Yuyang Huang, Yuhan Liu, Haryadi S. Gunawi +2
Continual learning has become a promising solution to refine large language models incrementally by leveraging user feedback. In particular, online continual learning - iteratively…