UC Berkeley RISE

confluo

Real-time Monitoring and Analysis of Data Streams

clipper

A low-latency prediction-serving system

anna

actnn

ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training

flor

🌻 FlorFlow: Flor, now with Dataflow

graphtrans

Representing Long-Range Context for Graph Neural Networks with Global Attention

cirrus

Serverless ML Framework

piranha

Piranha: A GPU Platform for Secure Computation

jedi-pairing

Go, C++, and C implementation of a bilinear group and pairing-based cryptography for both embedded and non-embedded systems

dory

hypersched

Deadline-based hyperparameter tuning on RayTune.

cs294-ai-sys-fa19

CS294-162; Machine Learning Systems Seminar

mage

MAGE: Memory-Aware Garbling Engine

aws-audit

aws consolidated billing audit/reporting tool

snoopy

A high-throughput oblivious storage system

waldo

MerkleSquare

A Go library for MerkleSquare: A Low-Latency Transparency Log System

b2

Making interactive visualizations fit into a programming workflow.

cs294-ai-sys-sp22

CS294 AI Systems Class Website

costco

cs262a-fall2020

CS 262a Fall 2020

mage-scripts

Benchmarking scripts for MAGE

tcplp

Performant TCP for Low-Power Wireless Networks

kaggle-nlp-disasters

https://www.kaggle.com/c/nlp-getting-started

buddy

An Python/SQL DSL for CALM cloud programming

maceta

Delta Pruning: pruning spurious/deleterious changes that arise organically from iterative model development

netplay

data-centric-ai

Resources for Data Centric AI

graphdecoder

Grounded Graph Decoding improves Compositional Generalization in Question Answering

thought-leaders-fa20

Conversations with Thought Leaders in Technology