A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations

computation offloading in mobile edge computation using Reinforcement Learning

Algorithm implementation for my Edge Computing-related papers.

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Derive the optimal cache hit ratio for Internet request traces with variable object sizes.

A C++11 simulator for a variety of CDN caching policies.

A C++11 simulator for a variety of CDN caching policies.

Neural Collaborative Filtering

Massively Parallel Deep Reinforcement Learning. 🔥

Implement FedAvg algorithm based on Tensorflow

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

Proactive Content Caching with Deep Learning

Hands-on tutorials to help you understand how EdgeSimPy works and how to use it in your research

Python-based modeling and simulation framework for Edge Computing resource management policies

implementing and testing edge caching algorithms, culminating in writing, simulating and testing an adaptive caching algorithm against the rest

Deep learning based predictive analytics for efficient content caching in edge network

Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks

Caching simulator in edge computing using python

NDN caching simulator for edge computing using python

Simulate the real environment, perform edge computing, edge caching experiments

Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JSA 2022.

I'm here to tell you some amazing stuff which teacher would never tell you.

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

蚁群算法相关，cloudsim和workflowsim的源码

CS249 group project. Implementing PSO scheduling algorithms on CloudSim enviornment