StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time

This chapter solves the problem of maintaining multistream and time-delayed statistics in a scalable way that gives a guaranteed response time with high accuracy and Experiments conducted using synthetic and real data show that StatStream detects correlations efficiently and precisely.