renatolfc / sched-rl-gymLinks
☆17Updated 3 years ago
Alternatives and similar repositories for sched-rl-gym
Users that are interested in sched-rl-gym are comparing it to the libraries listed below
Sorting:
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆61Updated 2 years ago
- Learning Scheduling Algorithms for Data Processing Clusters☆312Updated 4 years ago
- Resource Management with Deep Reinforcement Learning (HotNets '16)☆301Updated 2 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆248Updated last year
- ☆226Updated 2 years ago
- Resource Management with DeepRL using TF Agents☆14Updated 5 years ago
- ☆41Updated 5 months ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆32Updated 4 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆33Updated 5 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆27Updated 3 years ago
- A Deep Reinforcement Learning enhanced Kubernetes Scheduler for Microservice-based System☆25Updated 2 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 5 years ago
- Kubernetes Scheduler Simulator☆116Updated last year
- ☆11Updated 4 years ago
- ☆47Updated 4 years ago
- A framework for trace-driven simulation of serverless Function-as-a-Service platforms☆72Updated 7 months ago
- Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.☆94Updated 2 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated 2 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆31Updated 2 years ago
- Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.☆16Updated 2 years ago
- ☆195Updated 6 years ago
- BranchingDQN☆50Updated 6 years ago
- ☆94Updated 2 years ago
- Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".☆85Updated 2 years ago
- Codebase for Autothrottle (NSDI 2024)☆48Updated last year
- ☆18Updated last year
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- ☆14Updated 8 months ago
- py4j gateway for Cloud Sim Plus framework☆21Updated 2 years ago
- A Gymnasium environment for simulating job scheduling in Apache Spark☆41Updated last year