Getting Started with Charmed MongoDB - Video Tutorial
Learn to deploy, manage, and secure Charmed MongoDB. Set up the environment, access databases, manage units and passwords, relate to other applications, and explore Kubernetes deployment options.
Exploring Edge Computing in Automotive: Secure Data Handling and MicroCloud Advantages
Discover secure data handling in automotive edge computing, addressing industry challenges and exploring MicroCloud's advantages.
Juju and Charmed Ecosystem Update
Explore Juju and Charmed Operator ecosystem updates, recent progress, and upcoming features from Canonical's engineering teams and community. Gain insights into the future of these powerful tools.
Juju on Metal for High Performance Computing
Explore MAAS and Juju for deploying bare metal HPC workloads. Learn how charms integrate with MAAS to efficiently manage clusters for various applications, from LXD to OpenStack.
Easy Integration of Capsule in the Charmed Ecosystem
Explore Capsule integration in Charmed Kubernetes for multi-tenancy. Learn about Charmed Operators, deployment, internals, and testing in this comprehensive overview.
Charmed Operators for Open Source Storage - Piraeus on Kubernetes
Explore Piraeus, a flexible storage solution for Kubernetes, and learn to set up production-ready storage using Charmed Operators in this informative talk.
Microsoft Intune for Ubuntu Tutorial
Explore Microsoft Intune for Ubuntu: Learn about endpoint compliance monitoring, access control, and integration with Azure Active Directory in this walkthrough by Canonical's Product Manager.
Operate WordPress at Scale in the Cloud - Operator Day Europe 2023
Simplify WordPress deployment and management in cloud environments using the WordPress software operator with Juju. Automate setup and scaling on Kubernetes clusters for various cloud platforms.
Inside Spark and Kafka: Data Processing and Real-Time Analytics - Episode 1
Explore Charmed Spark and Kafka: Canonical's solutions for Apache Spark and Kafka on Kubernetes. Discover industry trends, real-time applications, and data processing innovations.
Using Open Source LLMs with AutoGen - Deploying Llama 2 70B Tutorial
Deploy open-source LLMs with AutoGen using vLLM, Runpod, and Postman to simulate OpenAI chat completion endpoints. Learn to utilize this setup as a direct replacement for OpenAI invocations.
Reduce CO2 Footprint of Your Kubernetes Clusters Using Kube Green
Reduce Kubernetes cluster CO2 footprint with Kube-green: Learn to implement pod sleep schedules during weekends and off-hours for improved sustainability.
Kubernetes Network Policy Deep Dive
Explore Kubernetes network policies through hands-on examples, including creating Cilium-based Layer 7 HTTP policies, to effectively restrict and manage cluster traffic.
DevOps vs Platform Engineering - Is DevOps Dead?
Explore the evolution from DevOps to Platform Engineering, examining the benefits of internal developer platforms for streamlined software development and faster, more efficient delivery.
Cut Your Kubernetes Costs in Half Using CAST AI
Optimize Kubernetes infrastructure and reduce costs with CAST AI's intelligent autoscaling and cost observability features for efficient resource management.
State of Cloud Native in 2024 - WebAssembly, Sustainability, Platform Engineering and More
Explore 2024's cloud native trends: WebAssembly advancements, sustainable computing practices, AI integration, and platform engineering evolution. Gain insights into transformative technologies shaping the future of cloud ecosystems.
vLLM on Kubernetes in Production - Deployment and Cost-Saving Strategies
Deploy vLLM on Kubernetes for efficient LLM inference and serving. Learn basics, local setup, and production deployment with GPU-attached nodes via DaemonSet. Includes hands-on demo and cost-saving strategies.
Really Long Context LLMs - 200k Input Tokens
Explore Yi 34B 200k model capabilities, compare long context models, and learn about passkey retrieval and inferencing on Runpod. Access resources for implementing extended context LLMs.
Mistral Large vs GPT-4: Practical Benchmarking and LLM Evaluation
Explore practical benchmarking of Mistral Large vs GPT4. Compare performance, run custom evaluations, and gain insights into LLM capabilities for informed decision-making.
Deploying Serverless Inference Endpoints - Setup and Cost Comparison
Deploy serverless inference endpoints efficiently. Learn setup, use cases, and cost comparisons for API-based machine learning model deployment.
Running ML Workloads with AWS Purpose-Built ML Accelerators and Ray
Discover AWS Trainium and Inferentia ML accelerators for high-performance, cost-effective Generative AI in the cloud. Explore native support for these accelerators in Ray.
Wind Farm Optimization Using Reinforcement Learning and Large-Scale Simulation
Optimize wind farm energy production using deep reinforcement learning and large-scale simulations. Boost annual output by 1-2% through advanced yaw control strategies.