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Task Scheduling , makespan determination, for workflow (random DAGs) on clouds with simple algorithm

Python 6 Updated Jul 29, 2020

WorkFlow Scheduling Using Hybrid Genetic Algorithm - Particle Swarm Optimization Algorithm.

Java 38 13 Updated Nov 4, 2018

This is the JAVA code of algorithm ROSA, and the corresponding paper is published by IEEE Trans. on Services Computing. The title of the paper is 'Uncertainty-Aware Online Scheduling for Real-Time …

Java 20 10 Updated Aug 24, 2018

Project: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers

Python 53 11 Updated Oct 2, 2020

北京化工大学本科毕业设计《基于深度强化学习的云工作流调度》

Python 54 8 Updated Apr 21, 2022

Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".

Python 79 16 Updated Apr 5, 2023

This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.

Python 92 24 Updated Apr 9, 2021

Cloud scheduling simulator

Python 43 17 Updated Aug 25, 2011

Dynamic Task Scheduling with Load Balancing using Hybrid Particle Swarm Optimization

Java 18 15 Updated Dec 3, 2012

Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing

Python 77 20 Updated Sep 21, 2020

GPU Task Scheduler (Python library)

Python 40 10 Updated Feb 21, 2021

Implementation of GWO and i-GWO with Python 3.9

Python 26 7 Updated Jul 23, 2021

Multi-Objective Grey Wolf Optimizer

Jupyter Notebook 17 4 Updated Oct 7, 2022

architecture and code for PSO Genetic Scheduling Algorithm

Java 6 Updated May 8, 2023

CS249 group project. Implementing PSO scheduling algorithms on CloudSim enviornment

Java 37 33 Updated Nov 11, 2012

This Project consists of files which contribute to solving multiple-constraints QoS routing problem The Algorithms are as follows : GA(Genetic Algorithm) ACO(Ant Colony Optimization) GA-ACO(Genetic…

Python 35 13 Updated Sep 19, 2021

Workflow scheduling for cloud computing (using hybrid genetic algorithm-particle swarm optimization)

Java 5 Updated Apr 18, 2022

A hybrid system for scheduling tasks using genetic algorithm.

Java 4 1 Updated Jun 22, 2022

Simulator for workflow scheduling and task offloading among mobile phones and edge clouds.

Java 7 4 Updated Jul 3, 2020

Implementation of Ant Colony Optimization meta-heuristic for task scheduling in cloud computing using cloudsim

Java 9 3 Updated Jun 10, 2022

Implementation of Greedy Particle Swarm Optimization, HSGA and Hybrid(GA+PSO) for the purpose of Task Scheduling in cloud computing environment using CloudSim

Java 29 8 Updated Jan 9, 2022

Academic Swarm and Evolutionary Computing Project (Fourth Year)

Java 19 8 Updated Mar 2, 2024

[TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments

Java 110 38 Updated Dec 6, 2022

Using cloudsim to complete intelligent scheduling of cloud computing tasks

Java 16 8 Updated Mar 31, 2019

extended algorithms for task scheduling

Java 40 21 Updated May 24, 2019
Java 2 1 Updated Apr 24, 2023

An evolutionary optimizer! Created by combining Particle Swarm Optimization and Genetic Algorithm.

MATLAB 17 1 Updated May 22, 2021

An Edge Computing based Workflow Execution Engine for Smart Systems

Java 18 4 Updated Feb 24, 2023
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