Autoscaling Courses and Certifications

CNCF [Cloud Native Computing Foundation]

Container Orchestration in Kubernetes Multi-Clusters

Explore geo-distributed Kubernetes cluster management with mck8s, an integrated solution for placement, autoscaling, bursting, routing, and provisioning in multi-cluster environments.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

SIG-Autoscaling: Introduction and HPA/VPA Updates

Explore Kubernetes autoscaling features, including horizontal, vertical, and cluster autoscalers. Learn to optimize efficiency and cost savings through proper configuration and upcoming enhancements.

• YouTube
• 24 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

Intro - CNCF SIG-Runtime

Explore cloud-native runtime technologies, projects, and specialized architectures with CNCF SIG-Runtime. Learn about orchestration, scheduling, and emerging trends in Edge, IoT, AI/ML, and more.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Accelerate and Autoscale Deep Learning Inference on GPUs with KFServing

Explore KFServing for efficient GPU-based deep learning inference, focusing on BERT models. Learn about scalability, performance optimization, and real-world applications in financial data processing.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

The Quest for the Ultimate Kubernetes Homelab

Explore building an advanced Kubernetes homelab with x86 hardware, autoscaling, networking, and stateful services. Learn to implement enterprise-grade components and automate setup for a DevOps-focused home infrastructure.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Introduction to Autoscaling

Explore dynamic workload adjustment in Kubernetes using Cluster, Horizontal Pod, and Vertical Pod Autoscalers. Learn mechanics, best practices, and new features for efficient cluster management.

• YouTube
• 34 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Event-Driven Architecture with Knative Events

Explore event-driven architecture using Knative events, covering cloud events, Knative Eventing components, and extensibility. Includes demo on EventSourcing, Custom Events, and Autoscaling with Serving.

• YouTube
• 54 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

Best Practices for Running and Implementing Kubernetes

Explore Kubernetes implementation best practices, covering reliability, security, and scalability. Learn key considerations for successful adoption in both enterprise and SME environments.

• YouTube
• 58 minutes
• On-Demand
• Free Video

ng-conf

Autoscaling Apps without Supersizing Costs

Learn strategies to optimize cloud costs through efficient resource allocation, autoscaling, and refactoring. Discover tools for monitoring and managing expenses while maintaining application performance.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Battle of Black Friday - Proactively Autoscaling StockX

Explore advanced autoscaling strategies for Kubernetes, including reactive and proactive methods, to handle traffic spikes and improve infrastructure reliability in e-commerce environments.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Deep Dive - SIG Autoscaling

Explore recent developments in Kubernetes autoscaling, including cluster, horizontal, and vertical pod autoscalers. Learn how these systems make decisions and see them in action.

• YouTube
• 34 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Serverless Performance on a Budget

Optimizing serverless platforms: cold starts, function reuse, autoscaling, resource pooling, and predictive scheduling. Explores trade-offs between cost and performance in FaaS, focusing on Fission platform optimizations.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

SIG Autoscaling

Explore Kubernetes autoscaling types, their integration, and use cases with SIG Autoscaling members. Learn about horizontal, vertical, and cluster autoscaling for efficient resource management in cloud-native environments.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Kubernetes to Serve a Fraud Detection Model

Explore how Kubernetes powers real-time fraud detection in e-commerce, ensuring reliable and scalable transaction processing with automated deployments and business logic integration.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Autoscaling Event-Driven Applications with Fission and KEDA

Explore efficient autoscaling for event-driven applications using Fission and KEDA, enhancing performance and resource utilization in cloud-native environments.

• YouTube
• 23 minutes
• On-Demand
• Free Video