aliahan / network-slicing-with-RLView external linksLinks
Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing
☆14Apr 9, 2024Updated last year
Alternatives and similar repositories for network-slicing-with-RL
Users that are interested in network-slicing-with-RL are comparing it to the libraries listed below
Sorting:
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆19Jul 15, 2023Updated 2 years ago
- An SDN-based Network Slicing Platform of 5G Core Network☆18Dec 11, 2019Updated 6 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Jan 26, 2022Updated 4 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆47Jul 7, 2022Updated 3 years ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆14Aug 25, 2022Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆118Mar 5, 2022Updated 3 years ago
- Master Thesis☆10Jan 28, 2023Updated 3 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆21Sep 2, 2023Updated 2 years ago
- Software Defined Networking, Network Slicing, Traffic Classification, Flow Scheduling, Mininet, RYU.☆10Apr 24, 2022Updated 3 years ago
- RAN场景建模☆11Dec 3, 2019Updated 6 years ago
- ☆11Apr 21, 2021Updated 4 years ago
- End-2-end V2X latency models in 5G networks☆11Jan 17, 2023Updated 3 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆64Nov 19, 2024Updated last year
- DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks☆84Sep 16, 2021Updated 4 years ago
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆13Dec 1, 2022Updated 3 years ago
- ☆16Jan 1, 2023Updated 3 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆63Mar 19, 2021Updated 4 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Nov 21, 2021Updated 4 years ago
- This is code of paper entitled "AI-based Radio Resource and Transmission Opportunity Allocation for 5G-V2X HetNets: NR and NR-U networks…☆15Sep 8, 2023Updated 2 years ago
- Pointer Networks Implementation to solve Convex-Hull and TSP problems using supervised and RL training.☆15Sep 30, 2023Updated 2 years ago
- Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"☆37Jun 28, 2021Updated 4 years ago
- Project holding the implementation and results of my thesis project at University of Trento, Italy☆20Jun 21, 2020Updated 5 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆18Feb 18, 2021Updated 4 years ago
- RL-Wireless: Reinforcement learning-based resource allocation in wireless networks☆53Oct 26, 2024Updated last year
- SFC controller: extension to the default scheduler (Kube-Scheduler) in Kubernetes to enable scheduling in terms of latency and bandwidth☆19Jul 3, 2020Updated 5 years ago
- ☆48Oct 9, 2023Updated 2 years ago
- Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection☆25Jul 20, 2023Updated 2 years ago
- Reinforcement Learning tool for Network Slice Placement problems☆28May 4, 2024Updated last year
- 5G Network Slicing for Wi-Fi Networks☆55Feb 6, 2024Updated 2 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆63Feb 13, 2023Updated 3 years ago
- SFC TSS - Service Function Chain (SFC) traffic scheduling simulator☆24Dec 1, 2023Updated 2 years ago
- This is an attempt to summarize feature engineering methods that I have learned over the course of my graduate school.☆11Mar 3, 2022Updated 3 years ago
- Multi-Agent Distributed Adaptive Resource Allocation☆28Jun 3, 2024Updated last year
- Used convex optimization to tune millimetre wave based wireless communication parameters. Replicated the IEEE paper "Multi-Beam Power All…☆30Dec 1, 2021Updated 4 years ago
- Game Theory Based Distributed Resource Allocation in Communication Networks☆28Nov 29, 2020Updated 5 years ago
- Verilog code for a low power RFID chip that will communicate with I2C sensors.☆13Apr 18, 2014Updated 11 years ago
- 本文提出了一种基于多视图卷积神经网络的三维物体识别算法,以实现三维物体的准确识别。首先实现一个标准的卷积神经网络架构,该架构经过训练可以独立地识别形状的渲染视图,以实现即使从单一视图中也可以识别出一个三维形状。随后使用该三维物体多个角度的二维视图通过卷积神经网络识别的结果进…☆11May 16, 2022Updated 3 years ago
- 基于GSConv+SlimNeck的YOLOv5的消防通道占用检测系统☆10Nov 24, 2023Updated 2 years ago
- Physical Downlink Shared Channel (PDSCH) in 5G New Radio.☆12Jan 29, 2024Updated 2 years ago