AmberLJC / FLsystem-paper
Federated Learning Systems Paper List
☆68Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for FLsystem-paper
- Federated Learning Framework Benchmark (UniFed)☆47Updated last year
- Oort: Efficient Federated Learning via Guided Participant Selection☆124Updated 3 years ago
- ☆43Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆32Updated last year
- ☆22Updated 5 months ago
- ☆28Updated 4 years ago
- Federated Learning - PyTorch☆15Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆388Updated 11 months ago
- ☆95Updated 10 months ago
- ☆13Updated 3 years ago
- ☆19Updated 8 months ago
- A tree-based federated learning system (MLSys 2023)☆144Updated last year
- ☆58Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆66Updated last month
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated last year
- Resource Efficient Federated Learning☆23Updated last year
- ☆24Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆67Updated 2 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆72Updated 3 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆152Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 11 months ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆22Updated 5 years ago
- ☆31Updated 8 months ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆138Updated 3 months ago
- Federated Dynamic Sparse Training☆29Updated 2 years ago
- ☆10Updated 3 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆24Updated 2 years ago
- ☆27Updated 4 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆84Updated 4 months ago