Auto-scaling Courses and Certifications

Microcredential

Prepare for the AWS Certified Solutions Architect (Associate) Exam (SAA-C01)

Comprehensive AWS certification prep covering cloud services, storage, networking, compute, IAM, auto-scaling, deployment, databases, and design scenarios for the Solutions Architect Associate exam.

• LinkedIn Learning
• On-Demand
• Free Trial Available

ChariotSolutions

AWS: Things I Learned the Hard Way - Avoiding Common Mistakes in Amazon Web Services

Experienced AWS users share hard-learned lessons on avoiding costly mistakes, optimizing infrastructure, and navigating organizational challenges when implementing cloud solutions.

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

Unity

Hosting AAA Multiplayer Experiences with Multiplay

Explore AAA multiplayer game hosting with Multiplay, featuring insights from Titanfall 2's launch. Learn about dedicated servers, scaling challenges, and hybrid hosting models.

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

Databricks

Productionizing Machine Learning with Microservices Architecture

Learn to deploy ML models as microservices using Spark, enabling auto-scaling, versioning, and security. Discover how to aggregate real-time and historical data for inferencing and create actionable insights.

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

Docker

From Zero to Serverless in 60 Seconds, Anywhere

Learn to deploy serverless applications using Docker and Swarm, exploring Functions as a Service, secrets, metrics, and auto-scaling for efficient and resilient hardware utilization.

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

Docker

Evolution for Container Orchestration in Alibaba Cloud

Explore container orchestration patterns for cloud-native apps, including GPU-accelerated clusters, blue-green deployments, and machine learning infrastructure using Docker and Alibaba Cloud.

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

OWASP Foundation

AutoScaling Web Application Security in the Cloud

Explore auto-scaling web application security in cloud environments, focusing on practical examples using AWS. Learn techniques, tools, and strategies for effective security implementation in rapidly scaling applications.

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

Devoxx

Develop Faster with an Open Source Microservices Platform

Explore Fabric8, an open-source microservices platform built on Docker, Kubernetes, and Jenkins. Learn to create, deploy, and manage containerized microservices for faster development and continuous delivery.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

Devoxx

12 Ways of the Cloud Native Warrior - Part 2

Explore advanced Kubernetes concepts, including CRDs, Istio VirtualServices, deployment patterns, Knative auto-scaling, and automated build processes for cloud-native application architecture.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Conference Talk

Devoxx

12 Ways of the Cloud Native Warrior

Explore 12 steps from Linux container basics to advanced cloud native architecture, covering Kubernetes, Istio, Knative, and automated build processes for microservices and serverless functions.

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

Scaling Unreal Engine in Azure - Pixel Streaming and Azure Digital Twins Integration

Explore Azure's solution for deploying Unreal Engine apps at scale using Pixel Streaming, and learn to integrate Azure Digital Twins for immersive IoT visualizations.

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

Rawkode Academy

Monitoring and Scaling Laravel on Kubernetes - Part 2

Learn to monitor and auto-scale Laravel applications on Kubernetes using Prometheus metrics, adapters, and Horizontal Pod AutoScalers for efficient resource management and improved performance.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Rawkode Academy

Monitoring and Scaling Laravel on Kubernetes

Explore auto-scaling Laravel on Kubernetes using metrics, including HPA setup, Metric Server deployment, and Linkerd sidecar integration for enhanced monitoring and performance optimization.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video

GOTO Conferences

Kubernetes - Changing the Way That We Think and Talk About Computing

Explore Kubernetes' impact on cloud computing, covering key concepts like service discovery, auto-scaling, and stateless applications. Learn how it's revolutionizing the way we harness and think about computing power.

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

Right-Sizing and Auto-Scaling of MySQL Containers in Kubernetes

Optimizing MySQL container resources in Kubernetes using statistical analysis and algorithms for dynamic sizing and scaling, improving performance and efficiency while reducing costs.

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