KLASIFIKASI PRIORITAS PERBAIKAN PADA PERANGKAT JARINGAN FTTH TELKOM WITEL TANGERANG MENGGUNAKAN ALGORITMA NAIVE BAYES

AZIZI, FAHRU (2021) KLASIFIKASI PRIORITAS PERBAIKAN PADA PERANGKAT JARINGAN FTTH TELKOM WITEL TANGERANG MENGGUNAKAN ALGORITMA NAIVE BAYES. S1 thesis, Universitas Mercu Buana Jakarta.

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Abstract

Telkom Witel Tangerang's Fiber To The Home (FTTH) network has a fairly high level of trouble in the period 2018-2019 caused by problems with the passive ODP (Optical Distribution Point) device. Analysis of the interference of FTTH Telkom Witel Tangerang network access devices is still minimal, as a result the disruption cannot be resolved optimally and has an impact on customer disappointment. Based on these problems the authors conducted research to analyze and classify priority levels of improvement in ODP passive devices. The method used is Naïve Bayes which will be implemented on ODP passive data devices using RapidMiner. The test results obtained an accuracy value of 86.36%. These results can be used as a solution to improve quality and reduce the level of interference in the Telkom Witel Tangerang FTTH Network. Key words: Fiber To The Home, Optical Distribution Point, Naïve Bayes, classification Jaringan Fiber To The Home (FTTH) Telkom Witel Tangerang memiliki tingkat gangguan yang cukup tinggi pada periode tahun 2018-2019 yang disebabkan oleh adanya masalah pada perangkat pasif ODP (Optical Distribution Point). Analisis terhadap gangguan perangkat jaringan FTTH Telkom Akses Witel Tangerang masih terbilang minim, akibatnya gangguan tidak dapat tersolusikan dengan optimal dan berdampak pada kecewanya pelanggan. Berdasarkan permasalahan tersebut penulis melakukan penelitian untuk menganalisa dan mengklasifikasikan tingkat prioritas perbaikan pada perangkat pasif ODP. Metode yang digunakan adalah Naïve Bayes yang akan diimplementasikan pada data perangkat pasif ODP menggunakan RapidMiner. Hasil pengujian memperoleh nilai akurasi sebesar 86,36%. Hasil tersebut dapat dimanfaatkan sebagai solusi dalam meningkatkan kualitas dan mengurangi tingkat gangguan pada Jaringan FTTH Telkom Witel Tangerang.. Kata kunci: Fiber To The Home, Optical Distribution Point, Naïve Bayes, klasifikasi

Item Type: Thesis (S1)
NIM/NIDN Creators: 41516110008
Uncontrolled Keywords: Fiber To The Home, Optical Distribution Point, Naïve Bayes, klasifikasi
Subjects: 000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 004 Data Processing, Computer Science/Pemrosesan Data, Ilmu Komputer, Teknik Informatika
000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 004 Data Processing, Computer Science/Pemrosesan Data, Ilmu Komputer, Teknik Informatika > 004.6 Interfacing and Communications/Tampilan Antar Muka (Interface) dan Jaringan Komunikasi Komputer
000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 004 Data Processing, Computer Science/Pemrosesan Data, Ilmu Komputer, Teknik Informatika > 004.6 Interfacing and Communications/Tampilan Antar Muka (Interface) dan Jaringan Komunikasi Komputer > 004.65 Computer Communications Networks/Jaringan Komunikasi Komputer
000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 005 Computer Programmming, Programs, Data/Pemprograman Komputer, Program, Data > 005.7 Data in Computer Systems/Data dalam Sistem-sistem Komputer
000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 005 Computer Programmming, Programs, Data/Pemprograman Komputer, Program, Data > 005.7 Data in Computer Systems/Data dalam Sistem-sistem Komputer > 005.75 Specific Types of Data Files and Databases/Jenis Spesifik File Data dan Pangakalan Data > 005.754 Network Databases/Pangakalan Data Jaringan
Divisions: Fakultas Ilmu Komputer > Informatika
Depositing User: Dede Muksin Lubis
Date Deposited: 30 Mar 2022 02:36
Last Modified: 30 Mar 2022 02:36
URI: http://repository.mercubuana.ac.id/id/eprint/59045

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