A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protocols, proposed by Mo et. al. Energy consumption is computed during training along with energy consumed by communications between local machines and the server.
☆29Dec 30, 2020Updated 5 years ago
Alternatives and similar repositories for On_simulating_energy_consumption_of_federated_learning_systems
Users that are interested in On_simulating_energy_consumption_of_federated_learning_systems are comparing it to the libraries listed below
Sorting:
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- This Matlab package solves federated learning problems via gradient descent and inexact ADMM☆13Dec 19, 2024Updated last year
- 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
- Non-orthogonal multiple access (NOMA) is a promising technique for the fifth generation (5G) wireless communications. As users with good …☆16May 25, 2021Updated 4 years ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Apr 22, 2024Updated last year
- Numerical Simulation of an UAV-NOMA System.☆53Oct 19, 2022Updated 3 years ago
- This is the code for paper: Scalable Federated Multi-agent Architecture forNetworked Communication Scenarios☆21Aug 6, 2021Updated 4 years ago
- Migration of Edge-based Distributed Federated Learning☆25Nov 18, 2022Updated 3 years ago
- MatLab code using PSO (Particle Swarm Optimization) to minimize power losses and voltage deviation by optimally placing and sizing DG☆11Feb 11, 2023Updated 3 years ago
- This is the code for paper "Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforce…☆28Apr 3, 2021Updated 4 years ago
- This repository includes the source code of the CNN-based channel estimators proposed in "CNN Aided Weighted Interpolation for Channel Es…☆32Mar 19, 2024Updated last year
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- This respiratory contains the implementation codes of wind-speed prediction in energy forecasting. This study focused on deep neural netw…☆11Nov 11, 2022Updated 3 years ago
- CNN-Based Resource Allocation for Energy-Efficient D2D Communications☆37Aug 20, 2020Updated 5 years ago
- Public data set from the Tempe campus of Arizona State University☆18Sep 10, 2024Updated last year
- Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards☆35Sep 1, 2022Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Vehicular Technology: ''Joint Transmission and Resource Optimization in NOMA-assiste…☆80Mar 15, 2025Updated 11 months ago
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆39May 17, 2020Updated 5 years ago
- ☆39Dec 8, 2022Updated 3 years ago
- This is source code of our Master Thesis on "Decode and Forward Relay Assisting Active Jamming in NOMA system".☆12Feb 26, 2024Updated 2 years ago
- Efficient IoT Devices/AP Localization Through Wi-Fi CSI Feature Fusion and Anomaly Detection☆20Jul 10, 2024Updated last year
- 使用多头注意力机制实现数字预测☆10May 10, 2022Updated 3 years ago
- This repo contains scientific models for simulating potential application of improved metaheuristic algorithms in real time optimization …☆12Nov 23, 2022Updated 3 years ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years ago
- Code implementation of “Flexible Coordination of Wind Generators and Energy Storages in joint Energy and Frequency Regulation Market“☆11Sep 26, 2023Updated 2 years ago
- Wind Power Prediction with ECMWF Data as Input using Statistical Learning☆10Apr 7, 2020Updated 5 years ago
- UAV-DETECT CODE☆10May 10, 2022Updated 3 years ago
- Source code for AdaptSky paper☆11Jan 1, 2023Updated 3 years ago
- Code: TPAMI2020-Truncated Robust Principle Component Analysis with A General Optimization Framework"☆12Nov 27, 2022Updated 3 years ago
- The program we conducted in the paper "Two-stage distributionally robust noncooperative games: Existence of Nash equilibrium and its appl…☆10Nov 12, 2022Updated 3 years ago
- 基于OpneCV的道路监控视频车辆检测与流量统计☆11Jul 14, 2020Updated 5 years ago
- Code for nonconvex graph trend filtering☆10May 6, 2022Updated 3 years ago
- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization☆10Jan 18, 2017Updated 9 years ago
- The Quadratic Primal-Dual Optimizer☆13May 13, 2024Updated last year
- [code] "A Markovian Model for Analyzing Opportunistic Request Routing in Wireless Cache Networks" by J. Dinal Herath and Anand Seetharam.…☆10Feb 27, 2019Updated 7 years ago
- ☆12Jul 2, 2018Updated 7 years ago
- Time Series☆15Nov 15, 2019Updated 6 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆11Nov 19, 2021Updated 4 years ago
- Bilevel optimization library of test problems☆10Dec 19, 2024Updated last year