Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"
☆13Oct 8, 2026Updated 3 weeks ago
Alternatives and similar repositories for FL-PQSU
Users that are interested in FL-PQSU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Oct 8, 2026Updated 3 weeks ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆17Oct 8, 2026Updated 3 weeks ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Oct 8, 2026Updated 3 weeks ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023)☆18Oct 28, 2025Updated last year
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆22Apr 6, 2021Updated 5 years ago
- Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"☆11Oct 8, 2026Updated 3 weeks ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆25Apr 3, 2021Updated 5 years ago
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆41Oct 6, 2021Updated 5 years ago
- A secure computation by secret sharing scheme for multiplication☆11May 4, 2022Updated 4 years ago
- Code of NeurIPS 2019 paper: Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients☆16May 13, 2020Updated 6 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆94May 9, 2022Updated 4 years ago
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆13Nov 22, 2021Updated 4 years ago
- PDF Paper File Rename Software 自动提取PDF论文的文章标题作为该PDF的文件名☆10Oct 1, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Aly's toolbox 😀😛☆10Jun 20, 2020Updated 6 years ago
- ☆21Sep 20, 2022Updated 4 years ago
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 2022Updated 4 years ago
- Implementation of the nash equilibrium solver of a type of mean-field game.☆10Apr 3, 2021Updated 5 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 6 years ago
- Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"☆65Oct 8, 2026Updated 3 weeks ago
- 2022阿里天池真实场景篡改图像检测挑战赛-冠军方案（1/1149）☆11Mar 28, 2022Updated 4 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 7 years ago
- Through this project we have comprehensively evaluated 10 workload predictors and determined which predictor works the best for Alibaba C…☆12Dec 5, 2018Updated 7 years ago
- Open-source library for ORAM implementations☆12Apr 15, 2020Updated 6 years ago
- ☆15Aug 4, 2020Updated 6 years ago
- 《一种面向区块链的优化PBFT共识算法》基础源代码☆63Oct 8, 2026Updated 3 weeks ago
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 4 years ago
- ☆14Aug 22, 2021Updated 5 years ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 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.
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆14Aug 3, 2022Updated 4 years ago
- Export Random Forests from WEKA's console output into java source code - ideal for Android☆14Jun 30, 2015Updated 11 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 3 years ago
- Federated Primal-Dual Algorithm☆17Mar 4, 2021Updated 5 years ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Jul 1, 2023Updated 3 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- ☆10May 31, 2023Updated 3 years ago