Rook: Introduction and Deep Dive with Ceph Storage
Explore Rook, a cloud-native storage operator for Kubernetes, and its integration with Ceph for stable block, file system, and object storage in production environments.
Beyond Experimental - Spark on Kubernetes
Insights on leveraging open-source tech for Apache Spark on Kubernetes, addressing challenges in large-scale production environments and evolving ML data infrastructure in the cloud.
Observability Considerations for Infrastructure Cost Optimization
Explore observability strategies for cloud-native infrastructure cost monitoring, examining open-source projects like OpenTelemetry and OpenCost to enhance cost optimization solutions.
Extending Argo Projects: Customizing Argo CD and Argo Rollouts
Learn to customize Argo CD and Argo Rollouts for specific company needs while maintaining flexibility. Explore extension mechanisms and gain architectural insights for effective deployment workflows.
The Life of an Argo Workflows Salesperson - Implementing Shared Workflows in Kubernetes
Discover strategies for implementing Argo Workflows across diverse engineering teams, overcoming adoption challenges, and customizing the platform for performance without sacrificing flexibility.
Streamlining Big Data Workflows with Memoization and Work Avoidance
Optimize big data and ML workflows using memoization and work avoidance techniques in Argo Workflows. Learn best practices to reduce runtime and compute costs for data processing and machine learning jobs.
Securing Jupyter Notebooks with KubeArmor
Learn to enhance security for Jupyter Notebooks using KubeArmor, exploring advanced protection techniques for cloud-native environments and data science workflows.
Dynamic Large Scale Spark on Kubernetes: Empowering the Community with Argo Workflows and Argo Events
Discover best practices for building scalable Spark clusters on Kubernetes using Argo Workflows and Argo Events, enabling efficient resource utilization and seamless scalability for powerful data processing.
Controlling Access to External APIs with Cilium
Step-by-step guide on configuring Cilium to limit GitHub repo access for cluster workloads, covering TLS termination, certificate management, and L7 network policies for enhanced security in multi-tenant environments.
Scheduling Jupyter Notebooks Using Airflow on Kubernetes
Learn to schedule Jupyter notebooks using Airflow on Kubernetes, enabling scalable data pipelines and machine learning workflows with enhanced security and resource management.
Move Data Science Beyond Experimentation with MLOps Platforms
Explore MLOps platforms to streamline data science workflows, automate tasks, and enhance collaboration. Learn best practices for efficient AI project delivery using real-world datasets.
Rook: Introduction and Deep Dive with Ceph Storage - Lecture 1
Explore Rook, a cloud-native storage operator for Kubernetes, and its integration with Ceph for stable block, file system, and object storage in production environments.
Windows Subsystem for Linux - Make an Awesome Linux Environment Directly on Windows
Explore the latest WSL improvements and best practices for creating a powerful Linux environment on Windows, including AI enhancements, GitHub Actions, and VS Code Remote integration.
Tech Recruiting Academy - How to Recruit a DevOps Engineer
Learn effective strategies for identifying, attracting, and hiring top DevOps talent. Gain insights into the DevOps role, essential skills, and industry-specific recruitment techniques.
Data Science in Production - Crossing the Chasm
Explore the challenges of integrating data science tools like notebooks into production environments, drawing parallels with spreadsheets and proposing solutions to bridge the gap between experimentation and structured systems.
Let's Play with Charmed Spark - Apache Spark on Kubernetes
Explore Apache Spark on Kubernetes using Charmed Spark. Learn to deploy, configure, and run Spark workloads, integrate with Kafka, and monitor jobs through hands-on demonstrations.
New Chapter of Fluentd - Rebranding and New Release Cycle (LTS)
Explore Fluentd's evolution: new package, rebranding, and long-term release cycle. Learn about benefits, impacts, and upgrade process for this popular open-source data collector.
Compliance and Regulatory Standards Are Not Incompatible with Modern Development Best Practices
Debunking myths about regulatory constraints on modern software development practices, emphasizing compatibility between compliance standards and agile methodologies for competitive advantage.
Faster, Safer, Serverless - Empowering Apache Spark Standalone Cluster on Kubernetes
Explore a K8s-native Serverless Spark Service that enhances speed and simplicity, featuring a new K8s operator for cluster creation and job submission, with rapid responsiveness and ML training integration.
Product Market Misfit: Adventures in User Empathy
Explore user empathy in product development through a case study of Istio's Ambient mode, learning strategies for gathering honest feedback and understanding user perspectives.
From Bash Scripts to Kubeflow and GitOps - Operationalizing ML at Scale
Explore the journey of operationalizing data science workloads at scale using Kubeflow and GitOps, from initial challenges to a standardized approach for ML experiments, API creation, and batch predictions delivery.