Big Transfer - General Visual Representation Learning
Explore pre-trained ResNet for visual tasks, learning about large model pre-training and effective fine-tuning techniques for improved performance across diverse datasets.
Making the Most Out of Hardware Accelerators in Kubernetes Clusters
Optimize GPU and TPU usage in Kubernetes clusters for MLOps. Learn efficient hardware accelerator management, scaling, and time-sharing techniques to enhance machine learning workloads.
Scaling Better Software Delivery: A Framework for Developer Enablement Through DevRel and Outreach
Discover a framework for developer enablement through DevRel, empowering engineers to deliver changes safely and quickly. Learn from Autodesk's experience supporting global teams with platform services.
Making VMs a First-Class Citizen in Kubernetes with KubeVirt
Explore KubeVirt for running VMs in Kubernetes, covering setup, networking, live migration, snapshots, scaling, and integrations. Learn to manage virtual machines efficiently in cloud-native environments.
Building a Docker Center of Excellence - Panel Discussion
Insights from industry leaders on establishing and managing Docker Centers of Excellence, sharing best practices and strategies for successful implementation.
The Journey from Docker Desktop to 100K IoT Devices Running on Docker
Learn to build, deploy, and scale Docker containers for IoT projects, from local development to managing thousands of devices using balenaCloud. Includes hands-on examples with Raspberry Pi and live deployment techniques.
Deploying a Containerized Application with Docker and Compose
Deploy containerized applications using Docker and Kubernetes. Learn cluster setup, deployment, scaling, updating, and debugging. Discover how containerization enables seamless releases and updates without downtime.
Migrating RealTime Communication Apps to Kubernetes at Scale - Learning from 8X8's Experience
Insights on migrating real-time communication apps to Kubernetes in AWS, covering infrastructure design, automation, analytics, security, and scaling based on 8x8's experience.
Scaling Monitoring at Databricks - From Prometheus to M3
Learn how Databricks scaled their monitoring infrastructure from Prometheus to M3, exploring architecture, migration, lessons learned, and future plans for improved observability.
Docker Cloud CI, Deployment, and Blue-Green Deployments - May 2016
Learn about Docker Cloud's CI pipeline, automated build and test capabilities, auto-deployment features, and blue-green deployment strategies from Docker experts in this comprehensive meetup.
DevOps Challenges When Scaling Production and Company
Insights on DevOps challenges during product and company growth, covering scaling surprises, organizational changes, and communication strategies for expanding teams.
Scaling a GitOps Platform - Lessons from Adobe's Journey
Explore Adobe's journey in scaling GitOps from 0 to 10,000 Kubernetes services across 350+ clusters. Learn technical and non-technical insights for implementing and scaling a GitOps-driven platform effectively.
Navigating the Multitenancy Maze - Avoiding Kubernetes Antipattern Pitfalls
Explore strategies for building secure and efficient multitenant Kubernetes environments, addressing challenges in isolation, resource management, network security, and operational complexity.
Architecting Growth: Scaling Tactics for Prometheus Metrics Collection
Explore scaling strategies for Prometheus metrics collection, from vertical scaling to high-availability and autoscaling with HPAs. Learn how Prometheus-Operator simplifies scaling operations.
Building Resilient Services on Kubernetes
Discover best practices for building fault-tolerant applications on Kubernetes, eliminating HTTP 5xx errors, and maintaining high performance during deployments and upgrades.
GitOps Continuous Delivery at Scale with Flux
Explore GitOps scaling practices with Flux, including vertical and horizontal scaling methods, multi-tenancy considerations, and performance benchmarking for efficient continuous delivery.
Architecture Aspects - Evolutionary Architecture Development
Explore evolutionary architecture development through 23 key aspects, enabling incremental design and optimal decision-making for software projects.
Grundlagen der Videokompression - English Translation
Erläuterung der Videokompression: Funktionsweise, Notwendigkeit und Anwendungsfälle. Einblick in Techniken wie Skalierung und Bewegungsschätzung sowie Vorstellung des neuen VVC/H.266-Standards.
Automating Azure Public and Private Clouds with Red Hat CloudForms 4
Explore unified management and automation capabilities of Red Hat CloudForms 4 for Azure, including VM migration and on-demand scaling, enhancing Azure functionality and leveraging its platform.
Google Automates Module Development
Explore Google's approach to automating Ansible module development for GCP, ensuring enterprise consistency and scalability.
Grundlagen der Videokompression
Einblick in Videokompression: Grundlagen, Notwendigkeit und Funktionsweise. Erläuterung von MPEG-Videokodecs und Vorstellung des neuen VVC/H.266-Standards. Behandelt Anwendungsfälle und technische Aspekte der Videokompression.