Secure Secrets Management - Leveraging Laravel with HashiCorp Vault
Master secure secrets management by integrating Laravel with HashiCorp Vault to protect sensitive data like API keys and passwords while building robust web applications with enhanced security features.
Staying Undetected Using the Windows Container Isolation Framework
Delve into Windows Container isolation mechanisms, file system separation techniques, and security implications, including methods to manipulate container frameworks for enhanced system protection.
The GitHub Actions Worm - Understanding CI/CD Platform Vulnerabilities
Dive into the security vulnerabilities of GitHub Actions, exploring how malicious code can spread through Action dependencies and learning essential defense strategies against CI/CD platform attacks.
OpenText Extended ECM - Driving Deployment and Scaling Efficiency with Microsoft Azure
Explore OpenText Extended ECM's containerization using Azure Kubernetes Service for simplified deployment, efficient upgrades, and enhanced scalability. Includes high-level concepts and deployment demo.
Embracing the Scalability of Kubernetes in Azure - Ask the Experts
Explore how Cloudera Data Platform leverages Azure Kubernetes Service for flexible, scalable Big Data environments. Learn about cloud agility, cost optimization, and hybrid data cloud models.
PowerShell Unplugged - Management and Automation Solutions
Explore PowerShell's versatility with Jeffrey Snover and Jason Helmick as they showcase favorite solutions, leveraging 15 years of success and new innovations for cross-platform management and automation.
Testing and Deployment - Full Stack Deep Learning - March 2019
Learn about testing and deploying ML projects, covering project structure, evaluation, continuous integration, Docker, REST APIs, and various deployment options for efficient and scalable systems.
Efficient AutoML with Ludwig, Ray, and Nodeless Kubernetes
Explore efficient AutoML using Ludwig and Ray, leveraging heuristics for model production. Learn how Nodeless Kubernetes optimizes GPU resource management, reducing costs in cloud environments.
Component Registry for Kubeflow Pipelines
Explore a component registry for Kubeflow Pipelines, enhancing ML workflow collaboration on Kubernetes. Learn how shared components can streamline common tasks and improve efficiency in machine learning projects.
Computer Vision Dog Breed Classification with Convolutional Neural Networks, TensorFlow and Kubeflow
Develop a dog breed classification system using TensorFlow, Kubeflow, and convolutional neural networks. Compare AI predictions with DNA results for accuracy.
Get More Computing Power by Helping the OS Scheduler
Optimize CPU performance in Kubernetes by managing thread scheduling and memory locality with CRI Resource Manager, enhancing database and AI training without workload-specific configurations.
Knative Functions - Introduction, Demonstration and Roadmap
Explore Knative Functions: a platform between CaaS and FaaS for deploying serverless applications. Learn its evolution, capabilities, and how to create, build, and deploy event-driven functions in multiple languages.
Connecting the World to Knative with Kamelets
Explore Kamelets as event sources in Knative, learn installation, discovery, deployment, and management. Live demo showcases integration with event-driven applications using Apache Camel connectors.
Resource Orchestration of HPC on Kubernetes - Where We Are Now and the Journey Ahead
Explore NUMA-aware scheduling in Kubernetes for HPC workloads, addressing challenges, solutions, and future developments in resource orchestration and performance optimization.
The Past, Present and Future of the Knative Community
Explore Knative's evolution from Elafros to CNCF incubation, its community growth, upcoming features, and how to get involved in this serverless computing platform.
Kn - The One-Stop Shop for Knative
Explore Knative's serverless application deployment simplification and learn to use 'kn' CLI for efficient developer workflows, from service creation to production rollout.
Kueue: Kubernetes-Native Job Queueing for Batch Workloads
Explore Kueue, a Kubernetes-native job queueing solution for efficient resource management and fair sharing in batch workloads, addressing limitations in pod-centric scheduling.
Apache YuniKorn - A Kubernetes Scheduler Plugin for Batch Workloads
Explore Apache YuniKorn's advanced batch scheduling capabilities for Kubernetes, including workload queueing and quota sharing, while seamlessly coexisting with traditional non-batch workloads.
How Fast is FaaS? Reducing Cold Start Times in Knative
Explore Knative's autoscaling, cold start challenges, and innovative solutions like container pausing to enhance serverless performance and reduce latency in cloud-native systems.
Building an ML Inference Platform with Knative - Serverless Containers on Kubernetes
Leveraging Knative for scalable ML inference platforms: simplifying deployment, enabling serverless containers, and optimizing performance for production-ready machine learning applications.
Storing Continuous Benchmarking Data in Prometheus
Explore using Prometheus for benchmarking distributed systems, gaining insights into performance issues through comprehensive metric collection and analysis.