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👋 I'm Simon.

Currently, I'm a PhD student at Berkeley Sky Computing Lab for machine learning system and cloud infrastructures. I am advised by Prof. Joseph Gonzalez.

My latest focus is building an end to end stack for LLM inference on your own infrastructure. This work includs

  • vLLM runs LLM inference efficiently.
  • Conex builds, push, and pull containers fast.
  • SkyATC orchestrate LLMs in multi-cloud and scaling them to zero.

I previously work on Model Serving System @anyscale.

  • Ray takes your Python code and scale it to thousands of cores.
  • Ray Serve empowers data scientists to own their end-to-end inference APIs.

Before Anyscale, I was a undergraduate researcher @ucbrise.

Publications:

Reach out to me: simon.mo at hey.com

Simon Mo's Projects

arrow icon arrow

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

attn-attn icon attn-attn

CS194 Project: Attention + Transfer Learning + Domain Adaption

azure-sdk-for-rust icon azure-sdk-for-rust

This repository is for active development of the *unofficial* Azure SDK for Rust. This repository is *not* supported by the Azure SDK team.

azurite icon azurite

A lightweight server clone of Azure Storage that simulates most of the commands supported by it with minimal dependencies

calcentral-api icon calcentral-api

An unofficial tool for CalCentral Automation (UC Berkeley's Student Info System)

clipper icon clipper

A low-latency prediction-serving system

cloudflow icon cloudflow

A serverless dataflow DSL for prediction serving

cluster icon cluster

Cluster management tools for the Hydro stack

conex icon conex

Container Express is a tool to accelerate Docker push and pull.

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

cython icon cython

The most widely used Python to C compiler

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