Once the load on our system has increased we need to consider scaling options; this includes scaling using the Azure portal, manually scaling your Kubernetes cluster, or using the autoscaler.
- [Instructor] We have several options … when we want to scale our resources in the cloud. … However, this isn't your typical scaling operation. … With containers we have multiple layers … and each with its own options. … Now when we're looking to scale, … we have the option of scaling resources … vertically or horizontally. … Vertically means, we can increase the amount of power … for that resource. … So, for a VM we would increase the VM size, … which would give us more RAM and CPU. … If we wanted to scale horizontally, … we can create another instance … and distribute the workload between them. … With Kubernetes and containerization, … we have multiple layers at which we can scale. … For instance, we can scale the number of pods … to meet demand. … We can even automate it based on resource utilization. … This could mean if our pods for the frontend … are running at 50% usage, we add another pod. … Similarly, we can scale the number of nodes. … We simply add more nodes … and Kubernetes will handle resource allocation …
Author
Released
12/20/2019- Developing an infrastructure strategy
- Managing technical debt
- Managing Amazon Kubernetes Service (AKS)
- Deploying applications on AKS
- Scaling your Kubernetes clusters
- Implementing infrastructure as code
- Deploying Azure resources via Terraform
- Implementing security and compliance
Skill Level Intermediate
Duration
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Introduction
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Who is this course for?1m 4s
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1. Infrastructure and Configuration Management
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The need for a strategy2m 35s
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Components of a strategy3m 25s
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Manage technical debt2m 44s
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2. Manage Kubernetes Service
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Container orchestration3m 15s
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CLI deployment4m 28s
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Application deployment demo3m 17s
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Create a scaling plan2m 49s
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3. Implementing Infrastructure as Code
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IaC vs. CM Tools1m 28s
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Define Terraform file4m 23s
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Demo for security3m 8s
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4. Implement Security and Compliance
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Azure Policy5m
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Azure Automation deployment3m 51s
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Conclusion
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Next steps36s
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Video: Create a scaling plan