nathangrinsztajn / DAG-schedulingLinks
☆22Updated 3 years ago
Alternatives and similar repositories for DAG-scheduling
Users that are interested in DAG-scheduling are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for REsource Allocation in streaM processing☆31Updated 2 years ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆39Updated 7 years ago
- Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".☆85Updated 2 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆33Updated 5 years ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14Updated 3 years ago
- multi-workflow scheduling☆13Updated 3 years ago
- dag-gen-rnd: A randomized Multi-DAG task generator for scheduling and allocation research☆36Updated 3 months 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
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆125Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆31Updated 4 months ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆37Updated 4 years ago
- ☆94Updated 2 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆26Updated 3 years ago
- Learning to schedule distributed resources with deep reinforcement learning.☆14Updated 5 years ago
- The CQF-based TSN simulator and DRL scheduler☆58Updated 2 years ago
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆14Updated 2 years ago
- We open sourced the code of our team’s paper ‘Q-learning based Dynamic task scheduling for energy efficient cloud computing’, so as to fa…☆20Updated 3 years ago
- DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning☆27Updated 2 years ago
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆60Updated 2 years ago
- Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning☆64Updated 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
- ☆18Updated 11 months ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆91Updated 5 years ago
- HEFT, randomHEFT and IPEFT algorithms for static list DAG Scheduling☆56Updated 5 years ago
- Deep reinforcement learning-based replacement strategy for content caching.☆63Updated 3 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆18Updated 2 years ago
- The visualization of a multi-agent reinforcement learning (MARL)-based strategy with efficient exploration strategy.☆20Updated 2 years ago
- An implementation for CVRP problem with A3C+Attention mechanism and GCN☆18Updated 5 years ago