Kurse
6076 Kurse
Dive into Deep Learning with Scala
Explore deep learning fundamentals and implementation in Scala, covering neural networks, computer vision, and practical applications with hands-on examples and library comparisons.
YouTube
Conference Talk
39 minutes
On-Demand
Extending OpenTelemetry to Observability
Explore OpenTelemetry's role in observability, learn how to enhance it with automation and AI for faster problem resolution in complex environments through a real-world case study and demo.
YouTube
Conference Talk
15 minutes
On-Demand
Fluid - Kubernetes Native Distributed Dataset Orchestrator and Accelerator
Explore Fluid, a Kubernetes-native solution for optimizing big data and AI applications. Learn about its architecture, features, and how it enhances performance in cloud environments.
YouTube
Conference Talk
35 minutes
On-Demand
Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example
Explore advanced scheduling features for batch workloads in Kubernetes, focusing on AI and big data applications using frameworks like TensorFlow and Spark. Learn about fair-share scheduling and the Volcano project.
YouTube
Conference Talk
23 minutes
On-Demand
Managing Edge Nodes With KubeEdge
Explore KubeEdge: an extension of Kubernetes for edge computing. Learn about its features, design, and solutions for challenges in IoT and AI industries, including offline execution and edge-to-edge communication.
YouTube
Conference Talk
34 minutes
On-Demand
Align Your Career with the New Infrastructure Era with Linux Foundation Open Source Software University
Explore how to align your career with the New Infrastructure Era using Linux Foundation's Open Source Software University. Learn about emerging technologies and opportunities in China's post-epidemic economy.
YouTube
Conference Talk
15 minutes
On-Demand
Methods to Achieve High SLOs on a Large Scale Kubernetes Cluster
Strategies for maintaining high service level objectives in large-scale Kubernetes clusters, including SLO architecture design, metric collection, problem diagnosis, and automated self-healing systems.
YouTube
Conference Talk
39 minutes
On-Demand
Unlocking New Pose in HPC - Containerization, Cloud, and GPU-based Workloads
Explore containerization, cloud, and GPU-based workloads in HPC. Learn about Kubernetes for resource management, GPU virtualization, custom scheduling, and monitoring for efficient AI development and deployment.
YouTube
Conference Talk
41 minutes
On-Demand
LF AI - Accelerating Open Source AI Innovation and Collaboration
Explore LF AI Foundation's efforts in supporting, harmonizing, and accelerating open source AI projects. Learn about collaborative development models and their impact on various industries.
YouTube
Conference Talk
16 minutes
On-Demand
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaas
Explore implementing service mesh and serverless chatbots using Linkerd, Kubernetes, and OpenFaas for telco companies. Learn about canary deployments and blue/green strategies for managing chatbots as serverless functions.
YouTube
Conference Talk
24 minutes
On-Demand
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
Conference Talk
34 minutes
On-Demand
Monitoring GPUs at Scale for AI - ML and HPC Clusters
Learn how NVIDIA monitors GPU clusters for AI/ML workloads using open-source tools, addressing deployment, maintenance, security, and scale challenges for various user personas.
YouTube
Conference Talk
36 minutes
On-Demand