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:
- ☆40Updated 4 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆90Updated 4 years ago
- Flexible resource allocation for edge cloud computing with reinforcement learning☆37Updated 5 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☆59Updated 4 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆27Updated 2 months ago
- ☆35Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆121Updated 2 years ago
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆31Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- ☆16Updated 2 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Updated 3 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆29Updated 2 months ago
- Fog/Edge management: A survey of source codes☆28Updated 3 years ago
- Decision making using Reinforcement Learning☆23Updated 5 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆88Updated last year
- ☆145Updated 3 years ago
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Updated 2 years ago
- Some classical edge server placement algorithms are implemented.☆26Updated 3 years ago
- ☆74Updated 3 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆35Updated 2 months ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆89Updated 2 years ago
- ☆23Updated 5 years ago
- learning based mobile edge computing simulator☆67Updated 3 years ago
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆26Updated 3 years ago
- ☆16Updated 3 years ago
- PureEdgeSim Extension☆20Updated 3 years ago
- ☆174Updated 4 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆64Updated 4 months ago
- A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a ar…☆12Updated 2 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆103Updated 2 years ago