Volcano Courses and Certifications

How to Leverage Volcano to Improve Resource Utilization in AI Pharmaceuticals, Autonomous Driving, and Smart Buildings

Explore Volcano's advancements in optimizing resource utilization for AI pharmaceuticals, autonomous driving, and smart buildings. Learn about its architecture, new features, and future roadmap.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Optimize LLM Workflows with Smart Infrastructure Enhanced by Volcano

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.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Intelligent Topology for AI Power - Network-Aware Scheduling Optimization With Volcano HyperNode

Explore network topology abstraction and scheduling optimization for AI clusters using Volcano and Kueue to tackle complex workload deployment challenges.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Cloud Native Batch Computing with Volcano - Updates and Future

Explore Volcano's latest advancements in cloud native batch computing, including LLM training optimization, GPU acceleration, and resource utilization improvements for AI and big data workloads.

• YouTube
• 27 minutes
• On-Demand
• Free Video

How Volcano Enables the Next Wave of Intelligent Applications

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。

• YouTube
• 26 minutes
• On-Demand
• Free Video

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

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.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Using Volcano and Kubernetes for Cutting-Edge AI Deployment

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.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Volcano for FinTech Big Data on Kubernetes

Explore how Volcano enhances FinTech BigData operations on Kubernetes, optimizing resource management and workflow efficiency for financial technology applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

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

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.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Introduction to Volcano: Cloud Native Batch System

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.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Deep Dive - Volcano

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.

• YouTube
• 34 minutes
• On-Demand
• Conference Talk

Optimizing Knowledge Distillation Training With Volcano

Explore knowledge distillation optimization using Volcano for efficient model compression, leveraging online GPU clusters and idle resources to enhance training throughput and flexibility.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

Cloud Native Batch Scheduling with Volcano - May 15, 2024

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.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Efficient Multi-Cluster GPU Workload Management with Karmada and Volcano

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.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Wines of Washington State (Live Online)

15 ratings at CourseHorse

Discover how a landscape shaped by tectonics, volcanos, and ancient glaciers gives rise to one of the country’s most dynamic wine regions.

• CourseHorse
• 3 hours
• On-Demand
• $165.00