xiangni / DREAMLinks
Deep reinforcement learning for REsource Allocation in streaM processing
☆31Updated 2 years ago
Alternatives and similar repositories for DREAM
Users that are interested in DREAM are comparing it to the libraries listed below
Sorting:
- Learning Scheduling Algorithms for Data Processing Clusters☆312Updated 4 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆125Updated 2 years ago
- ☆47Updated 4 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆91Updated 5 years ago
- Resource Management with DeepRL using TF Agents☆14Updated 5 years ago
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆14Updated 2 years ago
- Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".☆85Updated 2 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆73Updated 2 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated last year
- ☆94Updated 2 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆33Updated 5 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆31Updated 4 months ago
- MEC，Edge service, Edge Application, Service Computing.☆64Updated 3 years ago
- multi-workflow scheduling☆13Updated 3 years ago
- ☆21Updated last year
- ☆17Updated 5 years ago
- Joint microservice deployment and request routing based on reinforcement learning.☆13Updated last year
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆38Updated 4 months ago
- Random Directed Acyclic Graph Generator☆54Updated 2 years ago
- Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud …☆36Updated 6 years ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆36Updated last year
- 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
- ☆239Updated 2 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆26Updated 3 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆248Updated last year
- The source code and experimental results of RSDQL.☆27Updated 3 years ago
- 基于强化学习的云计算虚拟机放置☆18Updated 6 years ago
- Dataset for IoT, Fog and Edge-based experiments☆53Updated 4 years ago