The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 24, 2015
Filed:
Apr. 27, 2012
Bjoern Broll, Waldenbuch, DE;
Torsten Steinbach, Holzgerlingen, DE;
Bjoern Broll, Waldenbuch, DE;
Torsten Steinbach, Holzgerlingen, DE;
International Business Machines Corporation, Armonk, NY (US);
Abstract
The present invention provides database systems configured for creating and utilizing a transactions predictive model using a computer, the database system including: a database management system (DBMS) for handling transactions in the database system, the DBMS including a prediction component for generating the transactions predictive model; a database workload table for capturing commands associated with the transactions, the commands utilized for generating the transactions predictive model; database data for providing data in response to the transactions; and a prediction model database for storing the transactions predictive model, where the prediction component is configured for generating a generalized statement for each statement corresponding with the transactions, identifying a sequence of transactions of the transactions, creating a transaction class based on the sequence of transactions, identifying a current transaction, and then calculating probabilities between transactions, where each statement includes at least a database command.