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#Volcano

Showing: 14 courses
CNCF [Cloud Native Computing Foundation]

Exploration of Mixing Online Services and Offline Jobs Based on Volcano

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探索基于Volcano的在线服务和离线作业混合技术,提高资源利用率。通过资源超卖、任务隔离等方法,在保证服务质量的同时优化集群资源配置。
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Run AI Workloads and Microservices on Kubernetes with Volcano

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使用Volcano在Kubernetes上高效运行AI工作负载和微服务,提供作业调度、资源管理等功能,支持大数据、人工智能等高性能计算场景,已被50多个用户采用。
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1 Lesons
43 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How Volcano Enables the Next Wave of Intelligent Applications

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Volcano优化AI和大数据应用，提供作业管理、调度策略、异构硬件支持和性能优化，助力智能应用发展，加速GPU/NPU训练效率，优化大规模集群资源利用。
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1 Lesons
26 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Optimize LLM Workflows with Smart Infrastructure Enhanced by Volcano

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Insights on managing large-scale LLM platforms using Kubernetes and Volcano, addressing challenges in training efficiency, fault tolerance, resource optimization, and topology-aware scheduling for GPU workloads.
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1 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Cloud Native Batch Scheduling with Volcano - May 15, 2024

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Explore cloud native batch scheduling with Volcano in this CNCF Research End User Group session, focusing on advanced techniques and best practices for efficient workload management.
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1 Lesons
45 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Volcano: Introduction and Deep Dive into High-Performance Workload Management on Kubernetes

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Explore Volcano: a powerful batch scheduling system for high-performance workloads on Kubernetes. Learn key concepts, features, and real-world use cases for ML/DL, big data, and bioinformatics applications.
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22 Lesons
32 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Introduction to Volcano: Cloud Native Batch System

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Explore Volcano, a cloud-native batch system for high-performance workloads on Kubernetes. Learn about its architecture, features, use cases, and recent developments in this comprehensive introduction.
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16 Lesons
24 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Volcano for FinTech Big Data on Kubernetes

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Explore how Volcano enhances FinTech BigData operations on Kubernetes, optimizing resource management and workflow efficiency for financial technology applications.
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1 Lesons
31 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Efficient Scheduling of High Performance Batch Computing for Analytics Workloads with Volcano

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Explore how ING uses Volcano scheduler for efficient, multi-tenant large-scale processing in advanced analytics, enabling dynamic allocation and resource fairness for over 300 internal projects.
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1 Lesons
28 minutes
On-Demand
Free-Video
Linux Foundation

Using Volcano and Kubernetes for Cutting-Edge AI Deployment

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Explore cutting-edge AI deployment using Volcano and Kubernetes, focusing on deep learning frameworks, Ascend chipsets, and efficient job scheduling for advanced machine learning projects.
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24 Lesons
26 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Efficient Multi-Cluster GPU Workload Management with Karmada and Volcano

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Explore efficient multi-cluster GPU workload management using Karmada and Volcano for AI/ML platforms, addressing challenges in resource allocation, scheduling, and operational costs across diverse environments.
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1 Lesons
27 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Maximizing GPU Utilization Over Multi-Cluster - Challenges and Solutions for Cloud-Native AI Platform

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Explore challenges and solutions for maximizing GPU utilization in multi-cluster environments for AI workloads, focusing on intelligent scheduling, failover support, and resource sharing optimization.
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1 Lesons
27 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Deep Dive - Volcano

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Explore Volcano, a batch system for Kubernetes, designed for machine learning, bioinformatics, and big data workloads. Learn its features, benefits, and integration with popular frameworks.
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1 Lesons
34 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Optimizing Knowledge Distillation Training With Volcano

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Explore knowledge distillation optimization using Volcano for efficient model compression, leveraging online GPU clusters and idle resources to enhance training throughput and flexibility.
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17 Lesons
29 minutes
On-Demand
Free-Video