adtmv7 / DeepSliceLinks
DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks
☆79Updated 3 years ago
Alternatives and similar repositories for DeepSlice
Users that are interested in DeepSlice are comparing it to the libraries listed below
Sorting:
- Network slicing gym environment and a model-based RL agent with kernels☆54Updated 9 months ago
- 5G Network Slicing for Wi-Fi Networks☆56Updated last year
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆58Updated 4 years ago
- An Algorithm for making handoff decisions in a sliced 5G network☆41Updated 4 years ago
- 4G/5G network simulation with UE handovers☆73Updated 3 years ago
- Dataset for the paper L. Bonati, S. D'Oro, M. Polese, S. Basagni, T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG C…☆52Updated 9 months ago
- ☆11Updated 4 years ago
- Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"☆37Updated 5 months ago
- Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"☆36Updated 4 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Updated 2 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆42Updated 3 years ago
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆22Updated 2 months ago
- 5G Network Slicing Simulation☆159Updated 3 years ago
- ☆21Updated 4 years ago
- DQN for 5G RAN Slicing☆15Updated 4 years ago
- 5G Network Slicing Simulation project designed to explore dynamic resource allocation and performance optimization across network slices,…☆32Updated 3 months ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆110Updated 3 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆14Updated last year
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆16Updated 2 years ago
- A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between…☆25Updated 9 months ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆46Updated 4 years ago
- ☆12Updated 4 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆18Updated 4 years ago
- ☆13Updated 4 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆44Updated 10 months ago
- This is code of paper entitled "AI-based Radio Resource and Transmission Opportunity Allocation for 5G-V2X HetNets: NR and NR-U networks…☆14Updated 2 years ago
- Machine Learning for Dynamic Resource Allocation in Network Function Virtualization☆59Updated last year
- ☆34Updated 7 years ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆13Updated 3 years ago