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:
Sep. 03, 2024
Filed:
Sep. 28, 2020
Nippon Telegraph and Telephone Corporation, Tokyo, JP;
Erina Takeshita, Musashino, JP;
Masanori Yamada, Musashino, JP;
NIPPON TELEGRAPH AND TELEPHONE CORPORATION, Tokyo, JP;
Abstract
An object of the present invention is to provide a band estimation device, a band estimation method, and a program capable of calculating a necessary band of a link of a communication system with high accuracy, and ensure the communication quality and improve the band utilization efficiency. In the present invention, a machine learning model is created by learning a set of an upper limit value (line information) of a communication band of each line and observed traffic data for a communication system in which a plurality of lines is accommodated in a link between communication devices, a probability density function of a traffic amount at each time is estimated on the basis of the generated machine learning model and the line information at each time, and an upper limit value of a confidence interval of the estimated probability density function is set as a necessary band.