Use behavior analysis is nowadays the challenge for IT management on how to stop network security incident. The key is to determine if the user account is legitimate or credential is already been hacked.

Many of the corporations considered that implementing of log management system is equivalent to the use of big-data platform for log management and analysis. However, that is just a mis-understanding of true big-data log management platform.

Besides, collection of web logs cannot immediately generate alerts and are rather difficult to identify whether logs are generate from human, bots or attacker.

Machine learning is specialised to be used for determining patterns of user behaviour and web logs can be used for tracing & tracking user activities determine the baseline and profiling of user patterns.