Guavus, Inc.

Jaskaran Singh Bawa

Atul Saraf

Bijay Singh Bisht

Anand Vivek Srivastava

Sumanta Kumar Bhowmik

Mark Crovella

Gaurav Mishra

Nikhil Shirish Ketkar

Representative embodiments of a distributed processing method of facilitating interactive analytics of streaming data records by receiving the data records at a plurality of distributed computational nodes, establishing and storing dimensions corresponding to attributes of the data records, parsing the streaming data records to identify matches to at least one of the dimensions and based thereon, reducing the number of data records to create a targeted subset of the data, re-distributing the targeted subsets of the streaming data records among the distributed computational nodes in accordance with the dimensions stored on the nodes, updating a database storing measures of the dimensions in accordance with the targeted subsets of the streaming data records, and using the database to respond to a query based on measures associated with one or more of the dimensions.

Distributed processing of streaming data records

A cardinality of an incoming data stream is maintained in real time; the cardinality is maintained in a data structure that is represented by an unsorted list at low cardinalities, a linear counter at medium cardinalities, and a PCSA at high cardinalities. The conversion to the linear counter makes use of the data in the unsorted list, after which that data is discarded. The conversion to the PCSA uses only the data in the linear counter.

Compressed set representation for sets as measures in OLAP cubes

Growing community of inventors

Faridabad Haryana, India

Jaskaran Singh Bawa