Question 1

What is Berkeley Sky Computing Lab known for?

Accepted Answer

The systems lab after AMPLab (Spark) and RISELab (Ray): vLLM, SkyPilot and Chatbot Arena. Landmarks: Ray: A Distributed Framework for Emerging AI Applications (2017); Efficient Memory Management for Large Language Model Serving with PagedAttention (vLLM) (2023); SkyPilot: An Intercloud Broker for Sky Computing (2023); Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference (2024).

Question 2

Who leads Berkeley Sky Computing Lab?

Accepted Answer

Ion Stoica, Core faculty; Matei Zaharia, Core faculty.

Question 3

What kind of organization is Berkeley Sky Computing Lab?

Accepted Answer

Academic within UC Berkeley, based in Berkeley, California.

Berkeley Sky Computing Lab

Landmark work

Ray: A Distributed Framework for Emerging AI Applications

Efficient Memory Management for Large Language Model Serving with PagedAttention (vLLM)

SkyPilot: An Intercloud Broker for Sky Computing

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Leaders

Ion Stoica

Matei Zaharia

Papers on Papers

Correction Training for Diffusion Models

OmniTaskonomy: When Does Visual Generation Improve Visual Understanding?

FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution

Playful Agentic Robot Learning

Agents' Last Exam

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

dLLM: Simple Diffusion Language Modeling

SLA2: Sparse-Linear Attention with Learnable Routing and QAT

Links

Papers on file rose from 13 to 14.

Papers on file rose from 12 to 13.

Papers on file rose from 2 to 12.

Added to Labs.