☆48Jun 2, 2022Updated 3 years ago
Alternatives and similar repositories for FLASH
Users that are interested in FLASH are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- MobiSys#114☆23Aug 17, 2023Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆134Oct 27, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Aug 4, 2022Updated 3 years ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 3 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- Mobile Federated Learning development kit for FedCampus☆19Feb 3, 2024Updated 2 years ago
- ☆30Jan 22, 2023Updated 3 years ago
- ☆212Jan 17, 2024Updated 2 years ago
- ☆15Jul 13, 2021Updated 4 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Feb 28, 2022Updated 4 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆180Feb 27, 2023Updated 3 years ago
- A simple PyTorch implementations of `Badnets: Identifying vulnerabilities in the machine learning model supply chain` on MNIST and CIFAR1…☆10May 19, 2021Updated 4 years ago
- ☆12May 18, 2024Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 3 years ago
- Our unique contributions are in tools/train/benchmark.☆21Apr 14, 2025Updated 11 months ago
- ☆18Jul 20, 2022Updated 3 years ago
- ☆36May 28, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆22Oct 12, 2023Updated 2 years ago
- ☆14May 17, 2024Updated last year
- ☆15Jan 16, 2024Updated 2 years ago
- Track Federated Learning Papers☆42Updated this week
- An implementation of RaptorQ Fountain Code as specified at http://tools.ietf.org/html/rfc6330☆22Jan 31, 2012Updated 14 years ago
- A fun OS course☆19Dec 28, 2020Updated 5 years ago
- Final project of PKU DIP 2018 (火车票检测与识别)☆11Jan 4, 2019Updated 7 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆15Jun 28, 2021Updated 4 years ago
- Cache design for CNN on mobile☆33Jul 31, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆227Nov 29, 2025Updated 3 months ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- ☆45Nov 15, 2022Updated 3 years ago
- ☆102Jan 17, 2024Updated 2 years ago
- ☆40Sep 22, 2021Updated 4 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year