Hai Jin

Secure containers such as Kata Containers strengthen isolation by running each container inside a lightweight VM. On today’s virtualized clouds, this creates an unavoidable form of nested virtualization with dominant cost in memory virtualization. Existing approaches entangle CPU virtualization a...

The rise of Human-AI collaboration can effectively speed up the research process for experts and allow anyone with critical thinking skills to conduct innovative work. A key part of this collaboration is the AI’s ability to improve a paper with human feedback—updating both the text and experiment...

Retrieval-augmented generation (RAG) has shown strong potential for deploying large language models at the edge, yet existing designs largely rely on generic and monolithic knowledge bases that are poorly matched to the heterogeneous queries and resource-constrained edge computing environments. T...