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Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Computing
This project provides a Kubernetes and Ethereum-based testbed for task offloading, which provides strong support for the proposed trust-enabled and intelligent task offloading.
This synthetic dataset represents a scenario of 10,000 interactions between different types of IoT devices and edge servers. if you want to use this dataset please cite article: https://doi.org/10.…
cluster data collected from production clusters in Alibaba for cluster management research
Computation_Offloading_in_Multi-Access_Edge_Computing_Using_a_Deep_Sequential_Model_Based_on_Reinforcement_Learning
A simple simulator of edge computing and blockchain
A blockchain simulator using a hybrid Proof-of-Work and Proof-of-Stake mechanism test the effects of different social parameters on a unique blockchain protocol that I designed.
RL and MARL from Mobile Edge Computing Load Optimization
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing
Edge server, user dataset for Edge Computing research
A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).
I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm to make offloading decision.
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrati…
Joint strategy design on edge computing offloading based on deep reinforcement learning
Simulation code for multi-user offloading in edge computing newtorks
Implementation of Deep Reinforcement Learning Algorithms.
An implementation of a somewhat practical fully homomorphic encryption algorithm proposed by Junfeng Fan and Frederik Vercauteren
Python implementation of "Somewhat Practical Fully Homomorphic Encryption"
ShardEval: Sharding-based Blockchain Simulator
The iFogSimToolkit (with its new release iFogSim2) for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments. In the new release Mobil…