EsratMaria / Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
☆28Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim
- We open sourced the code of our team’s paper ‘Q-learning based Dynamic task scheduling for energy efficient cloud computing’, so as to fa…☆19Updated 3 years ago
- ☆12Updated 3 years ago
- 基于强化学习的云计算虚拟机放置☆17Updated 5 years ago
- A Comparative Study Between Heuristic Task Scheduling and Optimization-Based Algorithms in Cloud Computing Environments☆31Updated last year
- Cloud computing task scheduling algorithm for single and multi-objective optimization, using Cloudsim 5.0 simulation.☆13Updated last year
- Implementation of Greedy Particle Swarm Optimization, HSGA and Hybrid(GA+PSO) for the purpose of Task Scheduling in cloud computing envir…☆28Updated 2 years ago
- This is the JAVA code of algorithm ROSA, and the corresponding paper is published by IEEE Trans. on Services Computing. The title of the …☆18Updated 6 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆105Updated last year
- WorkFlow Scheduling Using Hybrid Genetic Algorithm - Particle Swarm Optimization Algorithm.☆39Updated 6 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆69Updated 4 years ago
- Zuox99 / Deep-Reinforcement-Learning-Based-Resource-Provisioning-and-Task-Scheduling-for-Cloud-Service-ProvidProject: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers☆49Updated 4 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆22Updated 2 years ago
- Cloud task scheduling optimization in CloudSim framework using heuristic and metaheuristic algorithms☆25Updated 2 years ago
- ☆16Updated 6 years ago
- Academic Swarm and Evolutionary Computing Project (Fourth Year)☆19Updated 8 months ago
- Using cloudsim to complete intelligent scheduling of cloud computing tasks☆16Updated 5 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆18Updated 3 years ago
- A PSO based Task Scheduling which has been compared against Random Scheduling☆29Updated 5 years ago
- MEC，Edge service, Edge Application, Service Computing.☆58Updated 2 years ago
- extended algorithms for task scheduling☆40Updated 5 years ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14Updated 2 years ago
- Task scheduling algorithms using algorithms like ACO PSO and MBO☆17Updated 5 years ago
- Hybrid of Particle Swarm Optimization and Genetic Algorithm-based Heuristic for Scheduling Workflow Applications in Cloud Computing Enviro…☆18Updated 6 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆82Updated last year
- PureEdgeSim Extension☆16Updated 2 years ago
- ☆73Updated 7 years ago
- A cloud simulation framework.☆8Updated 4 years ago
- 边缘计算能耗最小化仿真☆45Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆67Updated last year
- This project is the implementation of the research paper titled "Dynamic Request Scheduling Optimization in Mobile Edge Computing for IoT…☆79Updated 3 years ago