heyfey / vodascheduler
GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)
☆31Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for vodascheduler
- SCV is a distributed cluster GPU sniffer. SCV是一个分布式GPU嗅探器☆21Updated last year
- An efficient GPU resource sharing system with fine-grained control for Linux platforms.☆73Updated 7 months ago
- GPU-scheduler-for-deep-learning☆198Updated 4 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Updated 7 years ago
- Artifacts for our NSDI'23 paper TGS☆68Updated 4 months ago
- Automatic tuning for ML model deployment on Kubernetes☆80Updated last week
- Device plugins for Volcano, e.g. GPU☆103Updated last month
- A simulator of Kuberntes for batch and service workload.☆45Updated 3 years ago
- The API (CRD) of Volcano☆32Updated 3 weeks ago
- GPU topology-aware scheduler☆12Updated 7 years ago
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆53Updated 2 years ago
- Kubernetes Scheduler Simulator☆85Updated 3 months ago
- Go Abstraction for Allocating NVIDIA GPUs with Custom Policies☆106Updated 3 months ago
- Forked form☆10Updated 3 years ago
- Intelligent platform for AI workloads☆37Updated last year
- A kubernetes plugin which enables dynamically add or remove GPU resources for a running Pod☆120Updated 2 years ago
- Elastic Serverless Serving based on Kubernetes, provides 0 instance serving capability.☆10Updated 2 years ago
- elastic-gpu-scheduler is a Kubernetes scheduler extender for GPU resources scheduling.☆135Updated last year
- Serverless Paper Reading and Discussion☆35Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- Kubernetes Scheduler for Deep Learning☆254Updated 2 years ago
- Resource Exporter for volcano scheduling, e.g. NUMA-Aware scheduling.☆16Updated 2 weeks ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆125Updated 3 months ago
- Fine-grained GPU sharing primitives☆140Updated 4 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆149Updated 4 years ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- Device-plugin for volcano vgpu which support hard resource isolation☆46Updated this week
- A curated list of awesome serverless research works, including papers and open-sourced projects.☆76Updated last year
- Fault-tolerant for DL frameworks☆69Updated last year
- Paper Reading：涉及分布式、虚拟化、网络、机器学习☆22Updated 4 years ago