OpenText Extended ECM - Driving Deployment and Scaling Efficiency with Microsoft Azure
Explore OpenText Extended ECM's containerization using Azure Kubernetes Service for simplified deployment, efficient upgrades, and enhanced scalability. Includes high-level concepts and deployment demo.
Embracing the Scalability of Kubernetes in Azure - Ask the Experts
Explore how Cloudera Data Platform leverages Azure Kubernetes Service for flexible, scalable Big Data environments. Learn about cloud agility, cost optimization, and hybrid data cloud models.
Efficient AutoML with Ludwig, Ray, and Nodeless Kubernetes
Explore efficient AutoML using Ludwig and Ray, leveraging heuristics for model production. Learn how Nodeless Kubernetes optimizes GPU resource management, reducing costs in cloud environments.
Component Registry for Kubeflow Pipelines
Explore a component registry for Kubeflow Pipelines, enhancing ML workflow collaboration on Kubernetes. Learn how shared components can streamline common tasks and improve efficiency in machine learning projects.
Computer Vision Dog Breed Classification with Convolutional Neural Networks, TensorFlow and Kubeflow
Develop a dog breed classification system using TensorFlow, Kubeflow, and convolutional neural networks. Compare AI predictions with DNA results for accuracy.
Get More Computing Power by Helping the OS Scheduler
Optimize CPU performance in Kubernetes by managing thread scheduling and memory locality with CRI Resource Manager, enhancing database and AI training without workload-specific configurations.
Knative Functions - Introduction, Demonstration and Roadmap
Explore Knative Functions: a platform between CaaS and FaaS for deploying serverless applications. Learn its evolution, capabilities, and how to create, build, and deploy event-driven functions in multiple languages.
Connecting the World to Knative with Kamelets
Explore Kamelets as event sources in Knative, learn installation, discovery, deployment, and management. Live demo showcases integration with event-driven applications using Apache Camel connectors.
Resource Orchestration of HPC on Kubernetes - Where We Are Now and the Journey Ahead
Explore NUMA-aware scheduling in Kubernetes for HPC workloads, addressing challenges, solutions, and future developments in resource orchestration and performance optimization.
The Past, Present and Future of the Knative Community
Explore Knative's evolution from Elafros to CNCF incubation, its community growth, upcoming features, and how to get involved in this serverless computing platform.
Kn - The One-Stop Shop for Knative
Explore Knative's serverless application deployment simplification and learn to use 'kn' CLI for efficient developer workflows, from service creation to production rollout.
Kueue: Kubernetes-Native Job Queueing for Batch Workloads
Explore Kueue, a Kubernetes-native job queueing solution for efficient resource management and fair sharing in batch workloads, addressing limitations in pod-centric scheduling.
Apache YuniKorn - A Kubernetes Scheduler Plugin for Batch Workloads
Explore Apache YuniKorn's advanced batch scheduling capabilities for Kubernetes, including workload queueing and quota sharing, while seamlessly coexisting with traditional non-batch workloads.
How Fast is FaaS? Reducing Cold Start Times in Knative
Explore Knative's autoscaling, cold start challenges, and innovative solutions like container pausing to enhance serverless performance and reduce latency in cloud-native systems.
Building an ML Inference Platform with Knative - Serverless Containers on Kubernetes
Leveraging Knative for scalable ML inference platforms: simplifying deployment, enabling serverless containers, and optimizing performance for production-ready machine learning applications.
Managing Secrets in GitOps - Best Practices and Tools
Explore strategies for managing sensitive assets in GitOps, including encryption, integration with secrets engines, and leveraging GitOps tools to enhance security in cloud-native environments.
GitOps as a Journey - Understanding Principles and Best Practices
Explore GitOps principles, definitions, and common misconceptions with industry experts. Learn about the collaborative efforts behind the GitOps Working Group and its impact on cloud-native operations.
Prometheus Data Analysis and Event Notifications for Progressive Delivery
Learn to leverage Prometheus and Argo Rollouts for progressive delivery in Kubernetes, including data analysis and real-time event notifications across multiple channels.
Fleeting Metrics: Monitoring Short-lived or Serverless Jobs with Prometheus
Explore solutions for monitoring short-lived workloads and serverless jobs using Prometheus, addressing challenges and demonstrating best practices for capturing fleeting metrics in cloud-native environments.
Bpftrace Meets Pixie - Dynamic Monitoring of Kubernetes Clusters
Explore dynamic monitoring of Kubernetes clusters using Bpftrace and Pixie integration. Learn to deploy, collect, and visualize data for real-time troubleshooting and debugging of K8s applications.
Step by Step Kubernetes Observability with eBPF
Explore eBPF for Kubernetes observability, from writing and deploying programs to gathering network metrics and building communication graphs. Hands-on demo with BumbleBee project.