mail-ecnu / VMAgentLinks
Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.
☆93Updated 2 years ago
Alternatives and similar repositories for VMAgent
Users that are interested in VMAgent are comparing it to the libraries listed below
Sorting:
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆33Updated 5 years ago
- Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".☆86Updated 2 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆246Updated last year
- Resource Management with DeepRL using TF Agents☆14Updated 5 years ago
- Learning Scheduling Algorithms for Data Processing Clusters☆312Updated 4 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆31Updated 2 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- 北京化工大学本科毕业设计《基于深度强化学习的云工作流调度》☆61Updated 3 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆90Updated 4 years ago
- A Gymnasium environment for simulating job scheduling in Apache Spark☆40Updated last year
- 基于深度强化学习 的资源调度研究☆89Updated 7 years ago
- ☆46Updated 4 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆73Updated 2 years ago
- Resource Management with Deep Reinforcement Learning (HotNets '16)☆299Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆123Updated 2 years ago
- multi-workflow scheduling☆12Updated 3 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated last year
- BranchingDQN☆50Updated 6 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆99Updated 2 years ago
- ☆94Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 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
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆30Updated 3 months ago
- The light codes for the paper published in IJPR named 'Federated Deep Reinforcement Learning for Dynamic Job Scheduling in Cloud-edge Col…☆17Updated last year
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆60Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆26Updated 3 years ago
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆61Updated 2 years ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆71Updated 5 years ago
- Dataset for IoT, Fog and Edge-based experiments☆52Updated 4 years ago