Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.
☆94Oct 9, 2022Updated 4 years ago
Alternatives and similar repositories for MTFL-For-Personalised-DNNs
Users that are interested in MTFL-For-Personalised-DNNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆42Nov 16, 2022Updated 3 years ago
- DRL or Heuristic algorithms for MEC system☆14Apr 9, 2024Updated 2 years ago
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆146Jul 20, 2023Updated 3 years ago
- ☆11Jul 1, 2019Updated 7 years ago
- This project is the implementation of the research paper titled "Dynamic Request Scheduling Optimization in Mobile Edge Computing for IoT…☆87Jan 23, 2021Updated 5 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.
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆32Sep 16, 2022Updated 4 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- ☆40May 5, 2021Updated 5 years ago
- ☆129Nov 12, 2020Updated 5 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆162Nov 7, 2022Updated 4 years ago
- ☆10Jul 10, 2022Updated 4 years ago
- ☆12Aug 24, 2023Updated 3 years ago
- A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a ar…☆12Sep 14, 2022Updated 4 years ago
- Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System☆55Apr 17, 2019Updated 7 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.
- ☆17Feb 14, 2021Updated 5 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆53Mar 15, 2025Updated last year
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Mar 25, 2023Updated 3 years ago
- ☆180Sep 14, 2020Updated 6 years ago
- Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks☆306Apr 10, 2025Updated last year
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆118Feb 10, 2023Updated 3 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆123Jul 12, 2021Updated 5 years ago
- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆90May 22, 2023Updated 3 years ago
- The code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"☆69Oct 31, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- We design a multi-task model for joint disaster classification and victim detection. We train the model using both the Centralized Learni…☆10Oct 11, 2023Updated 3 years ago
- ☆20May 7, 2021Updated 5 years ago
- ☆17May 10, 2020Updated 6 years ago
- Implementation of the ACCO algorithm from the paper "Collaborative Computation Offloading for Multi-Access Edge Computing over Fiber-Wire…☆36Mar 24, 2021Updated 5 years ago
- Flexible resource allocation for edge cloud computing with reinforcement learning☆37May 29, 2020Updated 6 years ago
- ☆15Dec 22, 2022Updated 3 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Jul 19, 2020Updated 6 years ago
- Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks☆272Aug 10, 2021Updated 5 years ago
- ☆12Mar 10, 2021Updated 5 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.
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆675Oct 28, 2021Updated 5 years ago
- Bandwidth-efficient Live Video Analytics for Drones via Edge Computing☆14Dec 8, 2022Updated 3 years ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Oct 8, 2026Updated last month
- Migration of Edge-based Distributed Federated Learning☆25Nov 18, 2022Updated 3 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆309Mar 12, 2022Updated 4 years ago
- Algorithm implementation for my Edge Computing-related papers.☆214Jan 4, 2021Updated 5 years ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆20Jun 17, 2021Updated 5 years ago
Are these results useful?