CN-UPB / ml-for-resource-allocationLinks
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
☆59Updated 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
Sorting:
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆35Updated 3 months ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆36Updated 6 years ago
- NFV simulation experiment to deploy service function chains☆25Updated 7 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆54Updated 9 months ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆73Updated 2 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆34Updated 3 months ago
- A declarative prototype to solve the VNF placement in Cloud-Edge scenarios.☆11Updated 4 years ago
- DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning☆27Updated 2 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- scalable vnf placement algorithm (laboratory research)☆27Updated 3 years ago
- SatEdgeSim: A Toolkit for Modeling and Simulation of Performance Evaluation in Satellite Edge Computing Environments☆55Updated last year
- SFC TSS - Service Function Chain (SFC) traffic scheduling simulator☆23Updated last year
- ☆15Updated 3 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆123Updated 2 years ago
- MEC,Edge service, Edge Application, Service Computing.☆64Updated 3 years ago
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆51Updated 6 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆58Updated 4 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆29Updated 3 months ago
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆60Updated 2 years ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆137Updated 2 months ago
- ☆11Updated 4 years ago
- Virne is a simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including …☆134Updated this week
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆29Updated 3 months ago
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆45Updated last year
- Network simulator for edge computing and cloud computing☆21Updated 7 years ago
- Virtual network algorithms and the latest work☆20Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- ☆32Updated 2 years ago
- Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning☆64Updated 2 years ago