Federated Learning for 5G Base Station Traffic Forecasting
☆71May 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
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆71Nov 2, 2021Updated 4 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- ☆13Jun 27, 2024Updated 2 years ago
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Analysis of real cellular traffic captured on a device☆16Mar 20, 2019Updated 7 years ago
- ☆10Jun 27, 2025Updated last year
- Repository for 5G-Monarch paper☆11Jan 16, 2026Updated 5 months ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- Public repository for the ICLR'23 paper "Few-shot domain adaptation for end-to-end communication"☆11Mar 4, 2023Updated 3 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 4 years ago
- This is the project for Internet-related studies.☆24Sep 10, 2021Updated 4 years ago
- ☆22Oct 7, 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.
- ☆19Jan 25, 2022Updated 4 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 8 years ago
- Code for ICASSP 2024 paper "Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection".☆16Apr 18, 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 LSTM network serves as a basis for a solar pv power output prediction paper i made back in april 2019.☆29May 22, 2020Updated 6 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
- A method combined federated learning, representation learning and deep learning for household energy consumption forecasting.☆14Nov 27, 2024Updated last year
- use federated learning to predict building energy consumption☆16Oct 23, 2021Updated 4 years ago
- All the projects made in the electrical energy engineering course taken in the University of Bologna.☆38May 6, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code for ComNet paper: Satellite multi-beam multicast support for an efficient community-based CDN☆10Jul 26, 2022Updated 3 years ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆107May 1, 2026Updated last month
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆40Oct 7, 2021Updated 4 years ago
- Communication using GNN in MARL☆35Jan 3, 2022Updated 4 years ago
- This is the source code of our paper on electricity-theft detection published in TII in the 2017 year.☆40Feb 19, 2020Updated 6 years ago
- Source code and data for our JSAC paper☆27Oct 18, 2020Updated 5 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 5 years ago
- Transformer-based Trajectory Prediction using Higher-order Representations☆19Apr 4, 2025Updated last year
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆21Dec 11, 2022Updated 3 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.
- 网络流量预测☆23Apr 15, 2023Updated 3 years ago
- DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks☆84Sep 16, 2021Updated 4 years ago
- Comparison between federated and centralized training method☆15Mar 25, 2023Updated 3 years ago
- Data Lake on the Edge☆50Nov 18, 2025Updated 7 months ago
- Genetic algorithms for the placement of services in Fog domains☆14Apr 4, 2022Updated 4 years ago
- learn to allocate wireless resources with GNN in over-the-air FL system☆10Jun 4, 2023Updated 3 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago