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:
Dec. 17, 2019

Filed:

Apr. 24, 2018
Applicant:

Emc Ip Holding Company Llc, Hopkinton, MA (US);

Inventors:

Rahul Vishwakarma, Bangalore, IN;

Supriya Kannery, Bangalore, IN;

Assignee:

EMC IP Holding Company LLC, Hopkinton, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 3/065 (2013.01); G06F 3/067 (2013.01); G06F 3/0619 (2013.01); G06F 3/0653 (2013.01); G06N 5/048 (2013.01);
Abstract

A backup system for storing a copy of client data includes a persistent storage and a forecaster. The persistent storage stores the copy of the client data. The forecaster obtains storage use rates of the persistent storage over a prior time period; selects a first prediction period based on the prior time period; partitions the prior time period to obtain partitioned time periods; fuzzifies the storage use rates over the prior time period to obtain fuzzified storage use rates over the prior time period; applies a higher order fuzzy time series operator to the fuzzified storage use rates over the prior time period to obtain higher order forecasting functions; calculates a fuzzified forecast for the selected first prediction period using the higher order forecasting functions; and defuzzifies the fuzzified forecast to obtain a forecast for the first prediction period.


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