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:
Jun. 09, 2026
Filed:
May. 23, 2023
Akamai Technologies, Inc., Cambridge, MA (US);
Alex Marks-Bluth, Rehovot, IL;
Dan Ariel Elbert, Jerusalem, IL;
Akamai Technologies, Inc., Cambridge, MA (US);
Abstract
Systems and methods for querying large amounts of data are disclosed. Several different versions of a data feed are provided, ranging from a full set of data to various other versions that are smaller or faster to query (e.g., sampled versions, aggregations, sketches). A machine learning model is trained on features of input queries run against the various versions of the data feed and the corresponding results. The trained model is then applied to a new query to choose, automatically, which version of the data feed to apply the query against. That is, the system can select which version of the data feed to use when executing the given query, optimizing speed and/or compute costs while providing an appropriate level of accuracy for the given query.