EM Stream Analytics is an easy-to-use, real-time analytics service that is designed for mission critical workloads that need reduced processing time. With the help of Microsoft Azure Functions, an event driven serverless computer platform that can solve complex orchestration problems. Stream Analytics is implemented for detection and imputation of electrical demand points. Stream analytics has the following features:
A hot-path streaming solution that runs on live data for spike detection and cleansing.
Demand Spike dashboard that shows the cleansed spike values to the users.
Real time and historic record of spikes detected and cleansed on dashboard.