Federated Learning for 5G Base Station Traffic Forecasting
☆72May 10, 2025Updated last year
Alternatives and similar repositories for Federated-Time-Series-Forecasting
Users that are interested in Federated-Time-Series-Forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆29Jun 8, 2023Updated 3 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated 2 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆70Nov 2, 2021Updated 4 years ago
- ☆13Jun 27, 2024Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 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.
- Analysis of real cellular traffic captured on a device☆15Mar 20, 2019Updated 7 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- ☆10Jun 27, 2025Updated last year
- Repository for 5G-Monarch paper☆11Jan 16, 2026Updated 8 months ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 3 years ago
- ☆15Sep 21, 2020Updated 6 years ago
- Simulation code for “Multi-Objective Signal Processing Optimization: The Way to Balance Conflicting Metrics in 5G Systems” by Emil Björns…☆20Aug 8, 2021Updated 5 years ago
- 6G-Bench is an open, standardized benchmark designed to evaluate semantic communication and network-level reasoning capabilities of found…☆17Apr 30, 2026Updated 5 months 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 the project for Internet-related studies.☆25Sep 10, 2021Updated 5 years ago
- This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G …☆33Oct 22, 2024Updated last year
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆26Oct 3, 2022Updated 4 years ago
- ☆22Oct 7, 2021Updated 5 years ago
- Matlab code of the algorithms developed in paper titled "Feedback Mechanisms for FDD Massive MIMO with D2D-based Limited CSI Sharing"☆23Jul 9, 2017Updated 9 years ago
- use federated learning to predict building energy consumption☆16Oct 23, 2021Updated 4 years ago
- ☆17Oct 8, 2024Updated 2 years ago
- Accompanying scripts and models for paper "Transfer learning strategies for solar power1 forecasting under data scarcity"☆20Apr 20, 2022Updated 4 years ago
- This is the source code of our paper on electricity-theft detection published in TII in the 2017 year.☆41Feb 19, 2020Updated 6 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.
- A machine-learning based open-domain QA chatbot from scratch 🤖☆11Oct 31, 2018Updated 7 years ago
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆40Oct 7, 2021Updated 5 years ago
- The implementations of Graph Convolutional Neural Network models☆12Aug 8, 2020Updated 6 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 6 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆21Dec 11, 2022Updated 3 years ago
- 网络流量预测☆24Apr 15, 2023Updated 3 years ago
- The SJTU-AN21 dataset is an anonymity network dataset generated by ten anonymity services.☆11Apr 14, 2023Updated 3 years ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.☆11Apr 24, 2020Updated 6 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.
- ☆21Nov 5, 2023Updated 2 years ago
- Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.☆25Jan 16, 2024Updated 2 years ago
- Code for "The Geometry of Concepts: Sparse Autoencoder Feature Structure"☆19Mar 25, 2025Updated last year
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- ☆38Oct 5, 2020Updated 6 years ago
- CESNET Ts-Zoo is a toolkit for working with large time series network traffic datasets.☆22Mar 17, 2026Updated 6 months ago
- Code of Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions☆13May 22, 2023Updated 3 years ago