SPEAR-UIC / CQSim
☆33Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for CQSim
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆51Updated last year
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆17Updated 4 years ago
- Implementation of genetic algorithm and MOHEFT algorithm for scheduling workflow in mobile cloud.☆17Updated 7 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆27Updated 3 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆32Updated 4 years ago
- ☆43Updated 3 years ago
- ☆19Updated 2 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆17Updated 3 years ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆24Updated 2 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Updated 7 years ago
- Kubernetes Scheduler Simulator☆85Updated 3 months ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆39Updated last year
- HeliosArtifact☆18Updated 2 years ago
- Learning Scheduling Algorithms for Data Processing Clusters☆290Updated 3 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆27Updated last year
- ☆48Updated last year
- ☆13Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆149Updated 4 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆82Updated last year
- ☆38Updated 3 years ago
- Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.☆85Updated last year
- ☆11Updated 2 years ago
- ☆22Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆34Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆40Updated 10 months ago
- Helios Traces from SenseTime☆48Updated 2 years ago
- A CLI tool generating traces of batch jobs in a cluster.☆21Updated last year
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆38Updated last year
- COSE: Configuring Serverless Functions using Statistical Learning☆9Updated last year