AFKD98 / FLOATLinks
☆12Updated last year
Alternatives and similar repositories for FLOAT
Users that are interested in FLOAT are comparing it to the libraries listed below
Sorting:
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 9 months ago
- ☆15Updated 4 years ago
- ☆48Updated 3 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 3 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Updated 5 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆131Updated 4 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Updated 2 years ago
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Updated 4 years ago
- Federated Learning Systems Paper List☆75Updated 2 years ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Updated 3 years ago
- A computation-parallel deep learning architecture.☆13Updated 6 years ago
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Updated 9 months ago
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Updated 2 years ago
- Create tiny ML systems for on-device learning.☆20Updated 4 years ago
- ☆35Updated last year
- ☆10Updated 2 years ago
- MobiSys#114☆23Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆30Updated 3 years ago
- ☆12Updated last year
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 3 years ago
- ☆10Updated 4 years ago
- ☆10Updated 4 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated 2 years ago
- [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…☆25Updated last year
- Paper list of federated learning: About system design☆13Updated 3 years ago
- [TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li, Anton A. Zabreyko, Om Chabra, Arash Nasr-Esfahany, Kevin Zhao, Pratees…☆16Updated 2 months ago
- ☆10Updated 7 months ago
- THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression☆20Updated last year
- ☆17Updated last year