CN-UPB / ml-for-resource-allocation
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
☆58Updated last year
Alternatives and similar repositories for ml-for-resource-allocation:
Users that are interested in ml-for-resource-allocation are comparing it to the libraries listed below
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆60Updated 2 years ago
- NFV simulation experiment to deploy service function chains☆23Updated 6 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆32Updated 2 months ago
- A declarative prototype to solve the VNF placement in Cloud-Edge scenarios.☆11Updated 3 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆71Updated 2 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆32Updated 2 months ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆33Updated 6 years ago
- ☆11Updated 4 years ago
- ☆8Updated last year
- ☆15Updated 3 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆47Updated 4 months ago
- scalable vnf placement algorithm (laboratory research)☆27Updated 3 years ago
- zamaniali1995 / A-Novel-Approach-for-Service-Function-Chain-SFC-Mapping-with-Multiple-SFC-instances-paperThis code simulate effect of using edge computing for NFV.☆11Updated 5 years ago
- Virtual network algorithms and the latest work☆20Updated 2 years ago
- SFC TSS - Service Function Chain (SFC) traffic scheduling simulator☆23Updated last year
- ns3-gym for multi-agent☆36Updated 5 months ago
- Virne is a simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including …☆116Updated 3 weeks ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆54Updated 4 years ago
- a general network function virtualization resource allocation simulation platform☆23Updated 2 years ago
- Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"☆31Updated last year
- Tensorflow Implementation of SFC-DQN☆14Updated 6 years ago
- Virtual Network Embedding Environment for Reinforcement Learning written in python☆19Updated 2 years ago
- DQN for 5G RAN Slicing☆14Updated 3 years ago
- SatEdgeSim: A Toolkit for Modeling and Simulation of Performance Evaluation in Satellite Edge Computing Environments☆52Updated last year
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆128Updated 8 months ago
- MEC,Edge service, Edge Application, Service Computing.☆61Updated 2 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆22Updated 9 months ago
- Edge caching simulator☆18Updated 4 years ago
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆49Updated 6 years ago