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
Sorting:
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Updated 2 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆27Updated last year
- ☆34Updated 2 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆87Updated 4 years ago
- Flexible resource allocation for edge cloud computing with reinforcement learning☆35Updated 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☆58Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆86Updated last year
- PureEdgeSim Extension☆19Updated 3 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☆117Updated 2 years ago
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Updated 2 years ago
- ☆40Updated 4 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆25Updated 11 months ago
- ☆71Updated 2 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆75Updated last year
- 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
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆41Updated 8 months ago
- ☆16Updated 2 years ago
- ☆24Updated 5 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
- Some classical edge server placement algorithms are implemented.☆26Updated 3 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆62Updated 2 years ago
- Simulate one server for one user, use PPO.☆14Updated 3 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
- Decision making using Reinforcement Learning☆22Updated 5 years ago
- MEC，Edge service, Edge Application, Service Computing.☆64Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆27Updated last year
- ☆18Updated 4 years ago
- ☆113Updated 4 years ago
- ☆20Updated last year