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. 01, 2019

Filed:

Jan. 30, 2015
Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Anshuman Sahu, San Jose, CA (US);

Chetan Gupta, San Mateo, CA (US);

Song Wang, Mountain View, CA (US);

Umeshwar Dayal, Saratoga, CA (US);

Assignee:

HITACHI, LTD., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); G06F 11/34 (2006.01); H04L 12/26 (2006.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
H04L 41/147 (2013.01); G06F 11/34 (2013.01); G06F 11/3419 (2013.01); H04L 41/142 (2013.01); H04L 41/145 (2013.01); H04L 41/5019 (2013.01); H04L 43/0876 (2013.01); H04L 67/1097 (2013.01); G06F 2201/875 (2013.01);
Abstract

Example implementations disclosed herein are directed to monitoring communications networks in real time to ensure that they are performing in a desired fashion. Metrics such as utilization and latency are monitored to ensure that customer SLAs (Service Level Agreements) are met in a timely fashion. To detect problems in advance, example implementations predict the future values of metrics and detect events if the future value violates certain conditions. Example implementations build models that can predict the future values of metrics and analyze historical, near real time and real time streaming data so as to build predictive models.


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