gohsyi / cluster_optimization
Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud Resource Allocation and Power Management using Deep Reinforcement Learning" and achieve a good trade-off between power usage and job latency.
☆36Updated 5 years ago
Alternatives and similar repositories for cluster_optimization:
Users that are interested in cluster_optimization are comparing it to the libraries listed below
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆79Updated 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☆54Updated 4 years ago
- ☆40Updated 3 years ago
- 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…☆20Updated 3 years ago
- ☆24Updated 4 years ago
- Flexible resource allocation for edge cloud computing with reinforcement learning☆33Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆76Updated last year
- ☆16Updated 3 years ago
- Decision making using Reinforcement Learning☆21Updated 5 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆11Updated 2 years ago
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆27Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆111Updated 2 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆26Updated 2 years ago
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆26Updated 2 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆24Updated 2 years ago
- PureEdgeSim Extension☆18Updated 3 years ago
- Simulate one server for one user, use PPO.☆14Updated 3 years ago
- ☆16Updated 2 years ago
- ☆44Updated last month
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆37Updated 5 months ago
- ☆32Updated 2 years ago
- ☆106Updated 4 years ago
- Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things☆11Updated last year
- ☆14Updated 5 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆69Updated 3 years ago
- ☆25Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆101Updated 2 years ago
- Fog/Edge management: A survey of source codes☆25Updated 2 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆20Updated 8 months ago
- ☆68Updated 2 years ago