Azure Virtual Machine High Availability & Auto Scale
Availability Sets is a logical group of VMs to ensure minimal downtime. Availability Sets will increase the availability of your Applications on and the Availability Zones allows you to deploy your VM’s into different data centers within the same region.
Availability Set for your VM would be spread across update and fault domains but it could happen that your Azure VM is running within the same building . In case of any disaster to that building then it could be an outage your VM may go down. In such cases to avoid it you can deploy your VM’s to Availability Zones. In this case your VM’s are spread across different buildings but within same Azure Region.
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)
When creating Availability sets keep these principles in mind.
What is a fault domain?
A fault domain defines a group of virtual machines that share a common set of hardware, switches, that
share a single point of failure. For example, a server rack serviced by a set of power or networking
switches. VMs in an availability set are placed in at least two fault domains. This mitigates against the
effects of hardware failures, network outages, power interruptions, or software updates.
Scale Sets : Virtual machine scale sets are an Azure Compute resource you can use to deploy and manage a set of identical VMs. VM scale sets are designed to support true auto-scale – no pre-provisioning of VMs is required – and as such makes it easier to build large-scale services targeting big compute, big data, and containerized workloads. So, as demand goes up more virtual machine instances can be added, and as demand goes down virtual machines instances can be removed. The process can be manual or automated or a combination of both.
Availability Sets is a logical group of VMs to ensure minimal downtime. Availability Sets will increase the availability of your Applications on and the Availability Zones allows you to deploy your VM’s into different data centers within the same region.
Availability Set for your VM would be spread across update and fault domains but it could happen that your Azure VM is running within the same building . In case of any disaster to that building then it could be an outage your VM may go down. In such cases to avoid it you can deploy your VM’s to Availability Zones. In this case your VM’s are spread across different buildings but within same Azure Region.
When creating Availability sets keep these principles in mind.
- For redundancy, configure multiple virtual machines in an Availability Set.
- Configure each application tier into separate Availability Sets.
- Combine a Load Balancer with Availability Sets.
- Use managed disks with the virtual machines.
What is an update domain? : An update domain allows Azure to perform incremental or rolling upgrades across a deployment. Each update domain contains a set of virtual machines and associated physical hardware that can be updated and rebooted at the same time. During planned maintenance, only one update domain is rebooted at a time. By default, there are five (non-user-configurable) update domains, but you configure up to twenty update domains.
What is a fault domain?
A fault domain defines a group of virtual machines that share a common set of hardware, switches, that
share a single point of failure. For example, a server rack serviced by a set of power or networking
switches. VMs in an availability set are placed in at least two fault domains. This mitigates against the
effects of hardware failures, network outages, power interruptions, or software updates.
Scale Sets : Virtual machine scale sets are an Azure Compute resource you can use to deploy and manage a set of identical VMs. VM scale sets are designed to support true auto-scale – no pre-provisioning of VMs is required – and as such makes it easier to build large-scale services targeting big compute, big data, and containerized workloads. So, as demand goes up more virtual machine instances can be added, and as demand goes down virtual machines instances can be removed. The process can be manual or automated or a combination of both.
Benefits Scale Set -
- All VM instances are created from the same base OS image and configuration. This approach lets you easily manage hundreds of VMs without additional configuration tasks or network management.
- Scale sets support the use of the Azure load balancer for basic layer-4 traffic distribution, and Azure Application Gateway for more advanced layer-7 traffic distribution and SSL termination.
- Scale sets are used to run multiple instances of your application. If one of these VM instances has a problem, customers continue to access your application through one of the other VM instances with minimal interruption.
- Customer demand for your application may change throughout the day or week. To match customer demand, scale sets can automatically increase the number of VM instances as application demand increases, then reduce the number of VM instances as demand decreases. This is known as autoscale.
- Scale sets support up to 1,000 VM instances. If you create and upload your own custom VM images, the limit is 300 VM instances.
LAB for Azure Virtual Machine High Availability
How to setup Azure Virtual Machine High Availability.
Lets Assume we having 3 Web Servers in different-different location with named as
Delhi-SRVWeb1DEL
Mumbai-SRVWeb2MUM
Bangalore -SRVWeb3BLR
Step 1- Log in Azure Portal and search for Resource Group.
Step 2- Add Resource Group and Select Subscription
Step 3- Type Resource Group Name i.e RGEastUs
Step 4- Select Region i.e EastUs .
Step 5- Click Create.
Step 1- Search for Availability Sets and Click Add .
Step 2- Select Subscription
Step 3- Select Resource Group i.e. RGEastUs
Step 4- Select Region i.e EastUs .
Step 5- Type Instance Name : AbltySets
Step 6- Region : East US
Step 7- Rest Keep as default : East US
How to setup Azure Virtual Machine High Availability.
Lets Assume we having 3 Web Servers in different-different location with named as
Delhi-SRVWeb1DEL
Mumbai-SRVWeb2MUM
Bangalore -SRVWeb3BLR
Exercise 1 - Resource Group
Step 1- Log in Azure Portal and search for Resource Group.
Step 2- Add Resource Group and Select Subscription
Step 3- Type Resource Group Name i.e RGEastUs
Step 4- Select Region i.e EastUs .
Step 5- Click Create.
Exercise 2 - Availability Sets
Step 1- Search for Availability Sets and Click Add .
Step 2- Select Subscription
Step 3- Select Resource Group i.e. RGEastUs
Step 4- Select Region i.e EastUs .
Step 5- Type Instance Name : AbltySets
Step 6- Region : East US
Step 7- Rest Keep as default : East US