Feeding ML Models with Real-Time Database Data
Explore real-time data ingestion from databases to ML models using Change Data Capture. Learn about Debezium, challenges, and future improvements with a live TensorFlow demo.
Home Automation Crash Course - 2024
Explore Home Assistant's architecture, ecosystem, and capabilities for building secure, privacy-focused local home automation systems.
Operations and AI - DevConf.US 2024
Explore the intersection of operations and AI with Jen Krieger's insightful keynote, delving into cutting-edge developments and their impact on DevOps practices.
AI Lab Recipes: Cooking up AI Applications on your Laptop
Explore ai-lab-recipes: a GitHub repo for building AI apps on your laptop without cloud platforms or specialized hardware. Learn to create a local code generation assistant easily.
How Generative AI and Automation Can Revolutionize Certification Study
Explore how AI and automation revolutionize technical certification preparation. Learn time management, study tips, and success strategies from experienced test-takers across various certifications.
Truth-Seeker: Using LLM Agents to Build and Verify Knowledge Bases
Explore how LLM agents construct and validate knowledge bases, enhancing data quality for improved AI training and information retrieval.
Enter the Brave New World of GenAI with Vector Search
Explore GenAI's evolution, key concepts, and Vector Search implementation. Gain insights into benefits and challenges of this transformative technology in the AI landscape.
Gotta Go Fast: How We Started the Ubuntu High-Performance Computing Team
Explore the formation of Ubuntu's HPC community team, their collaborative efforts in developing Charmed HPC, and strategies for addressing challenges in open-source HPC ecosystem engagement.
Understanding LLM Benchmark Quality - Who Watches the Watchmen?
Explore LLM benchmarks' effectiveness in measuring model performance. Gain insights into evaluating language models beyond leaderboards for informed decision-making in AI applications.
Zero-Instrumentation Observability Based on eBPF
Explore eBPF-based telemetry data collection for enhanced system observability, covering metrics, logs, traces, and container activities for efficient troubleshooting.
Data Security and Storage Hardening in Rook and Ceph
Explore Rook and Ceph's security model, examining hardening options for various threat profiles. Learn about encryption, access controls, and containerization benefits for robust data protection.
Creating Your Own LLM Tuning Platform with Open Source Technologies
Explore open-source LLM tuning techniques using FMS HF Tuning. Learn architectural integration, various tuning methods, and deployment on Open Data Hub for enhanced AI solutions.
Optimizing Your Hybrid Cloud Operating System Experience
Explore past, present, and future of Cloud OS management. Learn operator-based workflows, multi-cluster management, and image-based OS evolution for optimizing hybrid cloud environments.
Charmed HPC: Your Own Personal Supercomputer Within 15 Minutes
Deploy a personal supercomputer in 15 minutes using Charmed HPC, an open-source infrastructure stack for cloud and on-premises. Explore integrated services, automated lifecycle events, and multi-cloud deployment options.
Overcoming Challenges in Open Source Community Management
Explore strategies for effective open-source community management, covering engagement, communication, conflict resolution, decision-making, and sustainability. Gain insights from real-world experiences in the Apicurio project.
Podman 5 and Long-Term Software Maintenance
Explore Podman 5's new features and breaking changes, understanding the balance between compatibility and innovation in long-term software maintenance.
UKELELE: Optimizing Event Handling for Modern Server Applications
Explore UKELELE, a high-performance event handling system for modern server applications. Learn about its optimizations, improved throughput, and reduced tail latency compared to current Linux solutions.
Learn About Linux, Containers, and Networking Through Self-Hosting
Explore self-hosting to gain hands-on experience with Linux, containers, and server operations. Set up personal cloud services for photo, music, and video sharing while maintaining data control.
Efficiently Deploying and Benchmarking LLMs in Kubernetes
Deploy and benchmark LLMs on Kubernetes using Kserve. Learn performance metrics, load testing, and resource optimization for production environments.
10 Cool Features in Podman and Podman Desktop
Explore cutting-edge features in Podman 5.0 and Podman Desktop, including podmansh, bootc containers, crun-wasm, crun-vm, and SBOM building capabilities.
ORAS: Powering the Next Generation of Cloud Native
Explore OCI artifacts and ORAS utilities for cloud-native development. Learn fundamentals, use cases, and adoption in open-source projects, including security and AI/ML domains.