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.
☆34Updated 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
- 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☆52Updated 4 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆76Updated 4 years ago
- ☆40Updated 3 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆67Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆73Updated last year
- ☆30Updated 2 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆99Updated 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
- 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☆26Updated 2 years ago
- ☆40Updated 3 weeks ago
- Decision making using Reinforcement Learning☆21Updated 5 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆69Updated last year
- Flexible resource allocation for edge cloud computing with reinforcement learning☆33Updated 4 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆18Updated 7 months ago
- ☆24Updated 4 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
- ☆16Updated 2 years ago
- 研究生论文☆13Updated 6 years ago
- ☆35Updated last year
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆68Updated 2 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆115Updated 3 years ago
- Simulation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆47Updated 8 months ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆37Updated 4 months ago
- ☆9Updated 3 years ago
- ☆26Updated last year
- ☆16Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆28Updated 3 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆56Updated 6 months ago
- Some classical edge server placement algorithms are implemented.☆24Updated 2 years ago