PERAMALAN PENGGUNAAN BEBAN BANDWIDTH MENGGUNAKAN SELF-ORGANIZING MAPS

PRATIWI, ANNISA AYU and Samsuryadi, Samsuryadi (2018) PERAMALAN PENGGUNAAN BEBAN BANDWIDTH MENGGUNAKAN SELF-ORGANIZING MAPS. Undergraduate thesis, Sriwijaya University.

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Abstract

Bandwidth usage forecasting is the process of analyzing and determining the amount of data transfer rate in a future bandwidth. The effect caused by changes in data transfer rates has a large impact on the quality of services on a network that users use to communicate. In this study using the method of Self Organizing Maps (SOM) to predict the amount of data transfer rate on a bandwidth. SOM has good learning ability so it has high accuracy. The forecasting stage is the data will be normalized, do training and forecasting with SOM, and then denormalize the forecasting results to get the normal value. Forecasting results have an average accuracy of 98.90%

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Peramalan beban bandwidth, Data rate transfer, Self Organizing Maps, Normalisasi, Denormalisasi.
Subjects:	T Technology > T Technology (General) > T58.4 Managerial control systems Information technology. Information systems (General) T Technology > T Technology (General) > T58.5-58.64 Information technology > T58.64 Management of information systems Production capacity. Manufacturing capacity Cf. HD69.C3 Economics Cf. TS176+ Manufacturing engineering
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Mr Halim Sobri
Date Deposited:	17 Sep 2019 02:49
Last Modified:	17 Sep 2019 02:49
URI:	http://repository.unsri.ac.id/id/eprint/7823

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