Hello @Anurag Shelar ,
It is quite easy to roll out a Stream Analytics job as an Azure IoT Edge module that supports Anomaly Detection.
Just follow this blog post where your scenario is described in detail.
Be aware that this is based on machine learning like technology. So there are possible false positives or false negatives.
Do not act on the outcome of anomaly detection only. Use other sources of information too.