Fast and Reusable GitHub CI - Community Workshop
Optimize GitHub CI with caching, parallel testing, and shared workflows for faster, more efficient charm development and integration testing.
Securing Apache Spark Big Data Operations: Threats, Best Practices, and Pragmatic Steps
Explore Apache Spark security best practices, threat modeling, and practical steps to safeguard big data operations in various environments.
A Holistic Approach to Securing Spark-Based Data Engineering
Learn to secure Apache Spark-based data engineering applications. Explore security best practices, identify threats, prioritize requirements, and implement practical steps for Kubernetes and object storage environments.
Introduction to Charming - Juju Community Workshop
Learn the fundamentals of charm development, including project setup and writing charms, with guidance from Pietro Pasotti in this community workshop recording.
Kubeflow vs MLFlow: Choosing the Right MLOps Platform
Explore production-grade MLOps with Kubeflow and MLFlow. Compare features, benefits, and use cases to choose the right open-source tool for your machine learning operations.
Kubeflow vs MLFlow: Comparing Open-Source MLOps Platforms
Compare Kubeflow and MLFlow for MLOps, exploring their similarities, differences, and selection criteria. Gain insights into open-source machine learning operations and Canonical's solutions.
Open Source MLOps on AWS
Explore open source MLOps on AWS using Charmed Kubeflow. Learn about AI/ML challenges, industry benefits, and setting up efficient MLOps environments for quick experimentation and iteration.
Managing Software Operators - Terraform, JAAS, and Multi-Cloud Deployment
Explore Juju and Charms for Infrastructure-as-Code, learn Terraform integration, and master multi-cloud management with JAAS. Gain insights into efficient deployment and operation of applications across distributed environments.
Kubernetes Orchestration for AI Workloads: How to Optimize It - Episode 6
Explore Kubernetes orchestration for AI workloads, optimizing cloud-native applications and simplifying data scientists' workflows. Gain insights into maximizing potential and addressing AI-specific use cases.
Kubeflow vs MLflow - Choosing the Right Tool for Machine Learning Operations
Explore production-grade MLOps, comparing Kubeflow and MLflow for open-source, community-driven machine learning tooling. Gain insights on pros and cons to make informed decisions.
AI on Private Cloud in the Hyperscalers Era - Episode 5
Explore the relevance of private cloud for AI projects, covering key considerations, performance acceleration, and Kubernetes on OpenStack guidance.
A Data Lake on Your Cloud with Spark, Kubernetes and OpenStack
Explore data lake architecture using Spark, Kubernetes, and OpenStack for flexible, scalable, and cost-effective large-scale data processing on private cloud platforms.
Rancher 2.7 Deep Dive - Installation, Features, and GitOps Demo
Explore Rancher 2.7's powerful features: HA installation, cluster management, monitoring, GitOps with Fleet, and RBAC capabilities. Gain hands-on experience with K3s cluster creation and dashboard visualization.
True GitOps Using Crossplane and ArgoCD
Explore GitOps concepts, ArgoCD architecture, and Crossplane benefits. Learn how these tools combine to provide a true GitOps solution through an end-to-end demonstration.
Kubernetes Debugging Techniques - Ephemeral Containers
Explore Kubernetes debugging with ephemeral containers, focusing on troubleshooting distroless and slim images. Learn tips and tricks for effective container management.
Kubernetes CKS Certification Guide 2023 - Exam Preparation and Falco Demo
Explore Kubernetes CKS certification essentials, including exam tips, cloud-native concepts, and Falco security tool. Gain insights and practical knowledge to become a certified Kubernetes security specialist.
All-in-One Kubernetes Observability Using Groundcover
Explore Kubernetes observability with groundcover, an eBPF-based monitoring solution. Learn to quickly identify and resolve issues through five failure scenarios, without instrumentation.
Introducing K2D: Kubernetes to Docker Translator for Industrial IoT
Explore K2D: Kubernetes-to-Docker translator for resource-constrained IoT devices. Learn its creation, advantages, and real-world applications through live demonstrations.
Simplify Add-On Management in Kubernetes with Sveltos
Explore Sveltos, a Kubernetes add-on controller simplifying deployment and management across clusters. Learn from project maintainer Gianluca Mardente about its journey and benefits.
Performing CRUD Operations on Kubernetes Using Golang - API Guide
Learn to perform CRUD operations on Kubernetes resources using Go. Master client libraries, environment setup, and essential operations like reading, creating, updating, and deleting pods.
KubeRay - A Kubernetes Ray Clustering Solution
Explore KubeRay, an open-source toolkit for managing Ray clusters on Kubernetes. Learn about architectural decisions, resource management, job submission, and autoscaling capabilities.