Log Analytics can be used for monitoring the availability and performance for applications deployed on Azure Cloud.
In my last engagement we explored the idea of using Azure log analytics for monitoring the performance of Azure VM’s. So just wanted to share some useful links for the same
Azure Log Analytics Overview
Configuring Azure Logs on the Azure VM