Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"
☆13Aug 22, 2025Updated 7 months 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 "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆15Aug 22, 2025Updated 7 months ago
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Aug 22, 2025Updated 7 months ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Aug 22, 2025Updated 7 months ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆25Aug 24, 2025Updated 7 months ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023, IEEE ICASSP 2023, IEEE ISIT 20…☆18Oct 28, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- About DNN compression and acceleration on Edge Devices.☆59May 17, 2021Updated 4 years ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆24Apr 3, 2021Updated 5 years ago
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆42Oct 6, 2021Updated 4 years ago
- Code for paper "基于知识蒸馏的目标检测模型增量深度学习方法"☆17Aug 22, 2025Updated 7 months ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆96May 9, 2022Updated 3 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
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆10Jul 27, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆21Sep 20, 2022Updated 3 years ago
- This repository is a collection of tutorials from☆10Dec 8, 2019Updated 6 years ago
- Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"☆65May 19, 2023Updated 2 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☆11May 18, 2021Updated 4 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated last year
- 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
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- Open-source library for ORAM implementations☆11Apr 15, 2020Updated 6 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- TFHE is a popular algorithm for homomorphic encryption. Staring with a C/C++ specification of TFHE to be provided, This project rewrite t…☆20May 27, 2024Updated last year
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆16Aug 22, 2025Updated 7 months 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
- ☆15Aug 4, 2020Updated 5 years ago
- PRCV'24 | Official PyTorch implementation of "Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Imag…☆11Jul 9, 2024Updated last year
- 《一种面向区块链的优化PBFT共识算法》基础源代码☆63May 19, 2023Updated 2 years ago
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆14Aug 3, 2022Updated 3 years ago
- ☆14Aug 22, 2021Updated 4 years ago
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 3 years ago
- 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.
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Jul 1, 2023Updated 2 years ago
- FedCD: Improving Performance in non-IID Federated Learning☆14Dec 2, 2020Updated 5 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- Images to Classify Defective and Non-Defective Railway Track☆24Aug 25, 2023Updated 2 years ago
- Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"☆22Jul 6, 2023Updated 2 years ago
- P2P Distributed deep learning framework that runs on PyTorch.☆24Apr 26, 2023Updated 2 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago