mcanini / SysML-reading-list
Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersection of machine learning and systems. PR are welcome.
☆271Updated 5 years ago
Alternatives and similar repositories for SysML-reading-list:
Users that are interested in SysML-reading-list are comparing it to the libraries listed below
- CS294; AI For Systems and Systems For AI☆225Updated 5 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- ☆387Updated 2 years ago
- Fine-grained GPU sharing primitives☆141Updated 4 years ago
- A curated list of awesome Distributed Deep Learning resources.☆414Updated 6 months ago
- ☆47Updated 2 years ago
- Model-less Inference Serving☆84Updated last year
- This is the (evolving) reading list for the seminar.☆57Updated 4 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆151Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆126Updated 6 months ago
- Building Machine Learning Infrastructure!☆42Updated 6 years ago
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆55Updated 2 years ago
- Advanced Topics on Systems for X☆269Updated 7 months ago
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆133Updated 2 years ago
- ☆21Updated 5 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- GPU-specialized parameter server for GPU machine learning.☆100Updated 6 years ago
- ☆83Updated 2 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆73Updated 4 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- Serverless ML Framework☆107Updated 2 years ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆36Updated 5 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆293Updated 11 months ago
- CS294-162; Machine Learning Systems Seminar☆31Updated last year
- GPU-scheduler-for-deep-learning☆202Updated 4 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆283Updated last month
- My paper/code reading notes in Chinese☆46Updated 8 months ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆126Updated 7 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆435Updated last year
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆98Updated 3 years ago