☆48Jun 2, 2022Updated 4 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:
- 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
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆19Jun 21, 2024Updated 2 years ago
- MobiSys#114☆23Aug 17, 2023Updated 3 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☆138Oct 27, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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]☆20Aug 4, 2022Updated 4 years ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 4 years ago
- Mobile Federated Learning development kit for FedCampus☆19Feb 3, 2024Updated 2 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- ☆30Jan 22, 2023Updated 3 years ago
- This repository contains the official implementation of the paper "GL2GPU: Accelerating WebGL Applications via Dynamic API Translation to…☆45Jul 30, 2026Updated last month
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆420Dec 18, 2023Updated 2 years ago
- ☆215Jan 17, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆15Jul 13, 2021Updated 5 years ago
- Resource Efficient Federated Learning☆26Jan 13, 2023Updated 3 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆184Feb 27, 2023Updated 3 years ago
- A simple PyTorch implementations of `Badnets: Identifying vulnerabilities in the machine learning model supply chain` on MNIST and CIFAR1…☆11May 19, 2021Updated 5 years ago
- ☆19Feb 28, 2022Updated 4 years ago
- ☆12May 18, 2024Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Our unique contributions are in tools/train/benchmark.☆22Apr 14, 2025Updated last year
- ☆37May 28, 2024Updated 2 years ago
- Federated Learning for Artificial Intelligence and Machine Learning☆15Sep 11, 2025Updated 11 months ago
- ☆18Jul 20, 2022Updated 4 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆17Aug 18, 2023Updated 3 years ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆67Apr 17, 2025Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆123Jan 11, 2024Updated 2 years ago
- ☆15Jan 16, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- (TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tu…☆27Oct 4, 2025Updated 11 months ago
- A fun OS course☆19Dec 28, 2020Updated 5 years ago
- RF^2 is a federated recommendation learning simulation framework that can simulate realistic system-induced data heterogeneity and its ef…☆14Aug 2, 2022Updated 4 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆15Jun 28, 2021Updated 5 years ago
- Cache design for CNN on mobile☆33Jul 31, 2018Updated 8 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