mlsys topic
kernel-ml
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
FREE_7773
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
FLsystem-paper
Federated Learning Systems Paper List
OSDT
Optimal Sparse Decision Trees
zeus
Deep Learning Energy Measurement and Optimization
redco
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.