The DS2 Lab @ UVA

MorphServe is a dynamic, workload-aware serving framework for Large Language Models (LLMs).

A GPU-efficient Jupyter Notebooks-as-a-Service platform designed for interactive deep learning training (IDLT) workloads (ASPLOS'26)

ZipLLM: An efficient, lossless data reduction pipeline for large-scale LLM storage (NSDI'26)

Browser-based dashboard and workload orchestrator for NotebookOS, a Jupyter Notebooks-as-a-Service platforms. Written in React and Golang.

λFS: an elastic, high-performance, serverless-function-based metadata service for large-scale distributed file systems (ACM ASPLOS'23)

Wukong: A scalable and locality-enhanced serverless parallel framework (ACM SoCC'20)

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions (USENIX ATC'24)

Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask (VLDB'24)