Title:
PASSIVE OPTICAL NETWORK BUSINESS FLOW SENSING METHOD AND SYSTEM AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2019/080474
Kind Code:
A1
Abstract:
Disclosed are a passive optical network business flow sensing method and system and a storage medium. The method comprises: by a master control layer, extracting business flow characteristic parameters according to an obtained training sample set, performing pre-processing on the business flow characteristic parameters, and determining a business flow characteristic set; performing Bayes training according to the characteristic set, updating parameter information of a Bayes classifier, and sending the parameter information to an agent layer; by the agent layer, periodically collecting business flow characteristic parameters and updating the training sample set, and establishing a corresponding Bayes classifier according to the parameter information; determining, according to the updated training sample set, the updated business flow characteristic set, and determining, according to the updated characteristic set and the Bayes classifier, a classification identification result; and performing business optimization adjustment according to the classification identification result.
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Inventors:
BAI HUIFENG (CN)
SONG YANBIN (CN)
LIU QUANCHUN (CN)
ZHANG QIANG (CN)
ZHAO CHONG (CN)
CHEN YUXIN (CN)
SONG YANBIN (CN)
LIU QUANCHUN (CN)
ZHANG QIANG (CN)
ZHAO CHONG (CN)
CHEN YUXIN (CN)
Application Number:
PCT/CN2018/086039
Publication Date:
May 02, 2019
Filing Date:
May 08, 2018
Export Citation:
Assignee:
BEIJING SMARTCHIP MICROELECTRONICS TECH CO LTD (CN)
STATE GRID INFORMATION A TELECOMMUNICATION GROUP CO LTD (CN)
STATE GRID CORP CHINA (CN)
STATE GRID INFORMATION A TELECOMMUNICATION GROUP CO LTD (CN)
STATE GRID CORP CHINA (CN)
International Classes:
H04Q11/00; H04L12/24
Foreign References:
| CN107820141A | 2018-03-20 | |||
| CN103597848A | 2014-02-19 | |||
| US9438745B2 | 2016-09-06 |
Other References:
BAI HUIFENG ET AL.: "Echo-state-network classification based multi-services awareness in high-speed optical passive networks", HIGH TECHNOLOGY LETTERS, vol. 23, no. 1, 15 June 2013 (2013-06-15) - March 2017 (2017-03-01), pages 48 - 53, XP055593840
BAI HUIFENG ET AL.: "Bayesian Classifier Based Service- Aware Mechanism in 10G-Epon for Smart Power Grid", ACTA PHOTONICA SINICA, vol. 42, no. 6, 15 June 2013 (2013-06-15)
BAI HUIFENG ET AL.: "Bayesian Classifier Based Service- Aware Mechanism in 10G-Epon for Smart Power Grid", ACTA PHOTONICA SINICA, vol. 42, no. 6, 15 June 2013 (2013-06-15)
Attorney, Agent or Firm:
CHINA PAT INTELLECTUAL PROPERTY OFFICE (CN)
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