peihaowang / DRLCache
Deep reinforcement learning-based replacement strategy for content caching.
☆59Updated 3 years ago
Alternatives and similar repositories for DRLCache
Users that are interested in DRLCache are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning for Cache admission and Replacement☆14Updated 3 years ago
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Updated 2 years ago
- Edge caching algorithms for dense small cell networks. Research Project under NYU☆25Updated 5 years ago
- MEC，Edge service, Edge Application, Service Computing.☆64Updated 2 years ago
- QoE-DASH: DASH QoE Performance Evaluation Tool for Edge-Cache and Recommendation☆17Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆117Updated 2 years ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆86Updated 6 years ago
- Some classical edge server placement algorithms are implemented.☆26Updated 3 years ago
- Edge caching simulator☆18Updated 4 years ago
- A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.☆28Updated 2 years ago
- Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks☆34Updated 3 years ago
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆134Updated last year
- computation offloading in mobile edge computation using Reinforcement Learning☆67Updated 4 years ago
- data routing and caching with DRL in vehicular network☆20Updated 5 years ago
- A python package for solving the dependent function embedding problems.☆19Updated 3 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆87Updated 4 years ago
- Zuox99 / Deep-Reinforcement-Learning-Based-Resource-Provisioning-and-Task-Scheduling-for-Cloud-Service-ProvidProject: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers☆58Updated 4 years ago
- ☆18Updated 4 years ago
- Simulate the real environment, perform edge computing, edge caching experiments☆76Updated 6 years ago
- ☆20Updated last year
- Mobility-Aware Proactive Edge Caching OptimizationScheme in Information-Centric IoV Networks☆21Updated 3 years ago
- 强化学习在边缘计算的应用☆22Updated 6 years ago
- Deep learning based predictive analytics for efficient content caching in edge network☆18Updated 2 years ago
- ☆73Updated last year
- ☆67Updated last year
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆16Updated 7 months ago
- learning based mobile edge computing simulator☆68Updated 2 years ago
- The source code of the paper "Towards Problem of First Miss under Mobile EdgeCaching"☆10Updated 4 years ago
- ☆170Updated 4 years ago