NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
-
Updated
Jun 19, 2024 - Python
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
Enhancing TVM Autotuner to Optimize for Energy Efficiency
Deep Learning Energy Measurement and Optimization
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Federated Learning Systems Paper List
FedScale is a scalable and extensible open-source federated learning (FL) platform.
A scalable & efficient active learning/data selection system for everyone.
Optimal Sparse Decision Trees
Accelerating Deep Learning Training (DLT) from Storage Perspective
My collection of Distributed system papers, especially for ML.
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Add a description, image, and links to the mlsys topic page so that developers can more easily learn about it.
To associate your repository with the mlsys topic, visit your repo's landing page and select "manage topics."