Pinned Repositories
5G-E2E-V2N2V-Latency-Models
End-2-end V2X latency models in 5G networks
adaptive-federated-learning
Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
approximation-collaborative-computation-offloading
Implementation of the ACCO algorithm from the paper "Collaborative Computation Offloading for Multi-Access Edge Computing over Fiber-Wireless Networks"
Asynchronous-DRL-based-Multi-Hop-Task-Offloading-in-RSU-assisted-IoV-Networks
awesome-edge-computing
边缘计算工程,从边缘计算概念、标准、软件系统、工程到商业应用。
awesome-edge-computing-1
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
Enhanced-Security-in-Automobile-Edge-Computing-through-FL-Blockchain
The repo contains code for the paper titled Enhancing Security in Automobile Edge Computing through Federated Learning & Blockchain
NOMA-MEC-IoVT
Simulation code of our paper ''Joint Transmission and Resource Optimization in NOMA-assisted IoVT with Mobile Edge Computing"
Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
Startleback's Repositories
Startleback/Computation-offloading-in-UAV-enabled-Edge-Compuing-A-Stackelberg-Game-Approach
source code of the paper "Computation offloading in UAV-enabled Edge Computing: A Stackelberg Game Approach" published in SENSORS
Startleback/Container-Edge-Placement
This repo contains the code for MITACS 2021 Globalink Internship project - Container placement in Edge computing.
Startleback/DRL-Based-Long-Term-Resource-Planning
Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networks"
Startleback/DRL-MEC
Startleback/DRL-TOBS
Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.
Startleback/edge-server-placement
Some classical edge server placement algorithms are implemented.
Startleback/EdgeFed-MARL-MEC
Startleback/EdgeMLSim
Preliminary work published as a poster in SRDS 2021
Startleback/EOP
VEE 22: Efficient Operator Partition for Deep Learning Inference Over Edge Servers
Startleback/Fed-MEC
This project is focused on the design, development, and deployment of federated solutions to problems in the framework of mobile edge computing.
Startleback/FedAdapt
Adaptive Offloading of Federated Learning on IoT Devices
Startleback/FL_Particpant_selection_Based_Fixed_and_dynamic_deadline
These codes are the implementation of our paper entitled "Data-Driven Participant Selection and Bandwidth Allocation for Heterogeneous Federated Edge Learning"
Startleback/Game-Theoretic-Deep-Reinforcement-Learning
Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JSA 2022.
Startleback/Incentive-based-Probability-Update-and-Strategy-Selection
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.
Startleback/leetcode-master
《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
Startleback/MEC-Server-Placement
A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a area i.e. city
Startleback/mec_alloc_rl
User allocation in Mobile Edge Computing Environment using Reinforcement Learning
Startleback/mec_drl
Deep reinforcement learning for mobile edge computing
Startleback/online_model_reuse_framework_edge_computing
Startleback/Partial-Computation-Offloading-For-MEC
基于深度强化学习的部分计算任务卸载延迟优化
Startleback/particle-swarm
Implimentation of Particle Swarm optimization in Python.
Startleback/pomdp-service-migration
Startleback/Request_Scheduling_for_Load_Balancing
The source code for the paper
Startleback/resource_allocation_using_machine_learning
A Resource allocation application using Machine learning technique Assisted by Cloud Computing implemented in Python
Startleback/Reverse-Offloading-for-Latency-Minimization-in-VEC
Startleback/RLTaskOffloading
Startleback/task-offloading
MATLAB code for the simulation of our paper entitled "Energy-Efficient Task Offloading Under E2E Latency Constraints"
Startleback/Task-Scheduling-in-Fog-Computing-Using-Genetic-Algorithm
This repository provides a simulation to schedule tasks in edge-fog environment. The algorithm tries to find optimized fog nodes when a set of tasks arrives from sensors. The cost fuction is created to optimize makespan, cost and distaces. The optimization procedure stems from genetic algorithm.
Startleback/Task-Scheduling-in-Fog-Computing-Using-Genetic-Algorithm-1
Startleback/time-driven-data-placement
Code to recreate algorithm from the paper "A Time-driven Data Placement Strategy for a Scientific Workflow Combining Edge Computing and Cloud Computing"