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.

Date of Patent:
Oct. 19, 2021

Filed:

May. 13, 2020
Applicant:

Arbor Networks, Inc., Westford, MA (US);

Inventors:

Kyle Oswald, Ann Arbor, MI (US);

Mike Ratanatharathorn, Whitmore Lake, MI (US);

Michael Vanderlaar, Ann Arbor, MI (US);

Scott Cameron, Chicago, IL (US);

Andrew Curtin, Ypsilanti, MI (US);

George Klinich, III, Ann Arbor, MI (US);

Assignee:

Arbor Networks, Inc., Westford, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/26 (2006.01); G06F 16/27 (2019.01); G06F 16/22 (2019.01); G06F 16/2457 (2019.01); H04L 12/721 (2013.01);
U.S. Cl.
CPC ...
H04L 43/0876 (2013.01); G06F 16/221 (2019.01); G06F 16/24573 (2019.01); G06F 16/278 (2019.01); H04L 43/0817 (2013.01); H04L 45/44 (2013.01);
Abstract

A computer-implemented method of grouping network traffic metadata includes, based on a selected dimension of the network traffic metadata received from a network router, obtaining a statistic about a flow of network traffic metadata received over an interval for each instance of multiple instances of the dimension. The method further includes distributing the network traffic metadata into a plurality of groups for network traffic metadata from the smallest possible number of instances of the selected dimension to be distributed to each group, with the flow of network traffic metadata distributed optimally for a criteria regarding the statistic amongst the plurality of groups for minimizing cardinality of each group of the plurality of groups with respect to unselected dimensions of the network traffic metadata and providing each group to a columnar database for storage of the network traffic metadata distributed into each group in a different partition of the columnar database.


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