peihaowang / DRLCacheView external linksLinks
Deep reinforcement learning-based replacement strategy for content caching.
☆66Feb 21, 2022Updated 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☆14May 9, 2022Updated 3 years ago
- data routing and caching with DRL in vehicular network☆21Feb 23, 2020Updated 5 years ago
- Mobility-Aware Proactive Edge Caching OptimizationScheme in Information-Centric IoV Networks☆21Jan 20, 2022Updated 4 years ago
- B.Tech Thesis Code for RLCaR: Deep Reinforcement Learning Framework for Optimal and Adaptive Cache Replacement☆12Oct 25, 2020Updated 5 years ago
- Edge caching algorithms for dense small cell networks. Research Project under NYU☆25Nov 3, 2019Updated 6 years ago
- The PyTorch codebase for -> DEAP Cache: Deep Eviction Admission and Prefetching for Cache.☆15Sep 22, 2020Updated 5 years ago
- Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks☆36May 1, 2022Updated 3 years ago
- ☆10May 1, 2019Updated 6 years ago
- Code used to simulate the results published in IEEE Xplore paper title: Distributed Caching based on Decentralized Learning Automata☆18Oct 14, 2017Updated 8 years ago
- CSC2515 Course Project Fall 2018☆16May 25, 2019Updated 6 years ago
- Deep learning based predictive analytics for efficient content caching in edge network☆18Dec 26, 2022Updated 3 years ago
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Mar 25, 2023Updated 2 years ago
- NDN caching simulator for edge computing using python☆23Jul 13, 2025Updated 7 months ago
- Hybrid network simulation with base station and satellite. It enables comparing D2D caching algorithms.☆21Jan 7, 2020Updated 6 years ago
- implementation of cooperative caching algorithm for edge computing☆17May 9, 2023Updated 2 years ago
- ☆74May 22, 2023Updated 2 years ago
- The design and algorithms used in Cacheus are described in this USENIX FAST'21 paper and talk video: https://www.usenix.org/conference/fa…☆67Oct 5, 2023Updated 2 years ago
- UAV offloading based on QMIX☆15Oct 12, 2023Updated 2 years ago
- 使用强化学习求解边缘计算中短视频边缘缓存策略，当前使用ddpg进行求解☆30May 16, 2022Updated 3 years ago
- Code of Paper "Potential Game Based Channel Allocation for Vehicular Edge Computing (基于势博弈的车载边缘计算信道分配方法)", 电子学报2021.☆56Nov 8, 2022Updated 3 years ago
- QoE-DASH: DASH QoE Performance Evaluation Tool for Edge-Cache and Recommendation☆17Nov 14, 2022Updated 3 years ago
- Video-on-demand streaming using RL-based edge caching☆20Sep 2, 2022Updated 3 years ago
- ☆11Jul 22, 2024Updated last year
- Mobile edge computing networks based on Unmanned Aerial Vehicles☆42Dec 23, 2021Updated 4 years ago
- ☆12Nov 16, 2022Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 3 years ago
- The design and algorithms used in LeCaR are described in this USENIX HotStorage'18 paper and talk slides: https://www.usenix.org/conferen…☆28Jun 4, 2020Updated 5 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Cachin…☆51Mar 15, 2025Updated 10 months ago
- Simulate the real environment, perform edge computing, edge caching experiments☆76Mar 27, 2019Updated 6 years ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆115Feb 10, 2023Updated 3 years ago
- Implementation of a Deep Reinforcement Learning agent that is capable to share the last-level-cache of a multi-core system, between a Lat…☆10Nov 10, 2021Updated 4 years ago
- ☆14Sep 6, 2023Updated 2 years ago
- ☆13Jun 17, 2022Updated 3 years ago
- Simulator for evaluating cloud/edge requests from connected vehicles and computing statistical analysis of the input network☆11May 7, 2018Updated 7 years ago
- ☆28Mar 20, 2021Updated 4 years ago
- ☆29Apr 13, 2019Updated 6 years ago
- The simulation of paper: Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks☆41Oct 12, 2022Updated 3 years ago
- 关于视频流行度预测算法和缓存算法☆14May 18, 2019Updated 6 years ago
- ☆17Jun 7, 2017Updated 8 years ago