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adaptive-federated-learning

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

cloudcomputingsimulator

Implementing and analyzing a task offloading decision making algorithm which uses semidefinite relaxation in a mobile cloud computing architecture which has a computing access point (cloudlet)

cloudsim-task-scheduling

extended algorithms for task scheduling

cloudsim-task-scheduling-1

ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

deep-learning

deeplearning.ai

There are all deeplearning.ai assigniment of Andrew Ng in coursera

drl-networking

Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.

droo

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

dynamic-request-scheduling-optimization-in-mobile-edge-computing-for-iot-applications

This project is the implementation of the research paper titled "Dynamic Request Scheduling Optimization in Mobile Edge Computing for IoT Applications"

ebookml_src

Source code in ebook Machine Learning

edgecloudsim

Dependable edge computing project. Simulation code that shows the scenarios where hybrid execution models are worthwhile.

edgecloudsim-1

EdgeCloudSim: An Environment for Performance Evaluation of Edge Computing Systems

fog-survey-data

The data related to the survey paper: All One Needs to Know about Fog Computing and Related Edge Computing Paradigms: A Complete Survey

implementation_of_mec_papers

Implementation of submitted papers about Mobile Edge Computing (MEC).

interest_aware

Code for Interest-aware energy collection & resource management in machine to machine communications paper https://www.sciencedirect.com/science/article/pii/S1570870517301683

iotsim-edge

lassoadmm

Source code for our paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

latency-minimization-for-mmwave-d2d-mobile-edge-computing-systems

mec_task_offloading

mecoptimaloffloading

Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

moblie-edge-computing

multi-uav-network-experiment

particle-swarm-optimization-based-cost-effective-cloudlet-scheduling-using-cloudsim

A PSO based Task Scheduling which has been compared against Random Scheduling

practical-deep-learning-book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

pureedgesim

PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.

pureedgesim_fuzzy_logic_example

A Fuzzy Logic based workload orchestration example

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

risk_aware_mec_offloading

Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach paper https://www.mdpi.com/1424-8220/20/8/2434/pdf