An availability set is a logical grouping of two or more VMs that help keep your application available during planned or unplanned maintenance.
for high availability of services
scale sets: auto scale to keep with up with demand
Batch: large job processing.
Containers are light weight than VM as containerers run on host OS with some dependencies instead of another OS on top of Host OS like in VM's.
VM's virtualize hardware(RAM, disk space etc)
Containers virtualize OS.
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