Pinned Repositories
Caching-Algorithm
In this project, you will design a caching algorithm for your users to improve user experience by reducing delay and also to save bandwidth for your organization. In this scenario, there are 100 files with varying popularity and sizes. Users request these files based on their popularity.
cloud-cache
Caching in the Cloud - Ex 2 Cloud Computing 3031
CodedCaching
A Computational Approach to Derive Outer Bound for Communication Systems and Data Stoarge Systems
edge-offloading
computation offloading in mobile edge computation using Reinforcement Learning
free
翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/ssr/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子
my_MEC_program
I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm to make offloading decision.
Optimal_Resource_Allocation_using_Reinforcement_Learning
Decision making using Reinforcement Learning
Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
RLcode
SAC_MEC
MEC task offloading(change ddpg into SAC)
hd818's Repositories
hd818/CodedCaching
A Computational Approach to Derive Outer Bound for Communication Systems and Data Stoarge Systems
hd818/Optimal_Resource_Allocation_using_Reinforcement_Learning
Decision making using Reinforcement Learning
hd818/RLcode
hd818/A-Dynamic-Programming-Offloading-Algorithm-for-Mobile-Cloud-Computing
A Dynamic Programming Offloading Algorithm for Mobile Cloud Computing
hd818/CyC2018
【转】技术面试必备基础知识、Leetcode 题解、后端面试、Java 面试、春招、秋招、操作系统、计算机网络、系统设计
hd818/DDLO
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
hd818/DistributedServerCache
[Operational Research - Bee algorithm] University project of distributed server caching algorithm
hd818/paper-code
data routing and caching with DRL in vehicular network
hd818/UniversalCachingPolicy
The project focuses on developing an Universal Caching Policy for SDN enabled network by employing Deep Learning based algorithm.