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#KubeRay

Showing: 10 courses
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Klaviyo's Journey to Robust Model Serving with Ray Serve

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Explore Klaviyo's journey in building DART, a model serving platform using Ray Serve. Gain insights into architecture, deployment strategies, and practical advice for implementing Ray Serve in your own projects.
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1 Lesons
31 minutes
On-Demand
Free-Video
Anyscale

Fine-Tuning Large Language Models at Scale - Workday's Approach

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Dive into Workday's innovative approach to fine-tuning LLMs securely in a multi-tenant environment, addressing GPU scarcity and data access controls using PEFT techniques and KubeRay's autoscaling capabilities.
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1 Lesons
31 minutes
On-Demand
Free-Video
Anyscale

Scaling Ray Train to 10,000 Kubernetes Nodes on GKE

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Discover how to scale distributed machine learning workloads across 10,000 Kubernetes nodes using Ray Train and GKE, featuring architectural insights and practical solutions for massive AI model training.
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1 Lesons
35 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Sailing Ray Workloads with KubeRay and Kueue in Kubernetes

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探索KubeRay和Kueue如何在Kubernetes中优化Ray工作负载管理，解决资源分配和作业调度挑战，提高机器学习工作流程效率。
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1 Lesons
39 minutes
On-Demand
Free-Video
Anyscale

KubeSecRay - Fortifying Multi-Tenant Ray Clusters on Kubernetes

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Discover how to secure multi-tenant Ray clusters using KubeSecRay, implementing robust Kubernetes security features for isolation, access control, and resource management in distributed computing environments.
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1 Lesons
16 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerate Your GenAI Model Inference with Ray and Kubernetes

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Explore serving large GenAI models efficiently using KubeRay on Kubernetes with hardware accelerators. Learn to scale workloads, optimize performance, and reduce costs for production-ready AI inference.
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1 Lesons
28 minutes
On-Demand
Free-Video
Anyscale

KubeRay: A Ray Cluster Management Solution on Kubernetes

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Explore KubeRay's integration with Kubernetes, its capabilities for Ray cluster management, and performance benchmarks for simplified deployment of Ray applications.
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1 Lesons
25 minutes
On-Demand
Free-Video
Anyscale

KubeRay - A Kubernetes Ray Clustering Solution

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Explore KubeRay, an open-source toolkit for managing Ray clusters on Kubernetes. Learn about architectural decisions, resource management, job submission, and autoscaling capabilities.
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1 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

SkyRay - Extending KubeRay for Multi-Cluster Multi-Cloud Operations

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Discover how SkyRay extends KubeRay's capabilities for multi-cluster cloud operations, enabling seamless Ray cluster management across different cloud environments with policy-driven scheduling and automated migration.
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1 Lesons
24 minutes
On-Demand
Free-Video
Anyscale

Building Scalable AI Infrastructure with KubeRay and Kubernetes

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Master scalable AI infrastructure deployment using KubeRay and Kubernetes, covering gang scheduling, distributed checkpointing, and integration with cloud providers for efficient AI workload management.
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1 Lesons
31 minutes
On-Demand
Free-Video