gohsyi / cluster_optimizationLinks
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 6 years ago
Alternatives and similar repositories for cluster_optimization
Users that are interested in cluster_optimization are comparing it to the libraries listed below
Sorting:
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆28Updated last month
- Flexible resource allocation for edge cloud computing with reinforcement learning☆36Updated 5 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆27Updated last month
- 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☆59Updated 4 years ago
- ☆35Updated 2 years ago
- Some classical edge server placement algorithms are implemented.☆26Updated 3 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆29Updated 3 years ago
- ☆40Updated 4 years ago
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆29Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆119Updated 2 years ago
- Fog/Edge management: A survey of source codes☆27Updated 3 years ago
- ☆24Updated 5 years ago
- PureEdgeSim Extension☆20Updated 3 years ago
- ☆18Updated 4 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆89Updated 4 years ago
- data routing and caching with DRL in vehicular network☆20Updated 5 years ago
- Decision making using Reinforcement Learning☆22Updated 5 years ago
- ☆9Updated 3 years ago
- ☆16Updated 3 years ago
- ☆16Updated 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
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆41Updated 10 months ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆87Updated last year
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Updated 2 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆15Updated 2 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- ☆72Updated 3 years ago
- ☆16Updated 2 years ago
- 研究生论文☆13Updated 6 years ago
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆51Updated 6 years ago