System and method for analyzing data streams
View Patent ↗A system and method operates to analyze a data stream, for example, a stream of download times for accessing information through a computer network. The system and method are capable of identifying abnormalities in the data stream compared to previous data in the data stream. More particularly, the system and method is capable of dynamically analyzing a data stream to detect abrupt, severe abnormalities as well subtle changes that occur over time.
1. In a method for analyzing data in a data stream using a historical representation of data previously received in the data stream, a method for trimming outlier data from inclusion in the historical representation, comprising: generating a representation of the data to be added to the historical representation; truncating data from the representation relative to a threshold point; replacing the truncated data with data generated from a predetermined mathematical function, such that the representation including the replaced generated data is trimmed of outlier data; and adding the representation including the replaced generated data to the historical representation to enable further processing by a processor.
2. The method of claim 1 , wherein the predetermined mathematical function is polynomial function.