Optimasi Gigabit Passive Optical Network dan Algoritma Naïve Bayes dalam Analisis Jaringan FTTH

Authors

  • Suwandi Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
  • Yuma Akbar Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
  • Dadang Iskandar Mulyana Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika

DOI:

https://doi.org/10.35870/jtik.v9i1.3058

Keywords:

Gigabit Passive Optical Network, Naive Byes, Fiber To The Home

Abstract

Internet service users expect reliable bandwidth quality to support the communication access process. From year to year, human needs for communication services continue to increase. Humans still want convenience in daily activities such as sending messages, video and voice, and want the quality of sending and receiving messages to be fast. This encourages telecommunications service providers to focus on innovative telecommunications networks to meet the needs of all customers. Research began by taking data at Tablue and AVS regarding the distance of the fiber cable used as far as 10Km from the OLT. Manual calculations using OTDR. The results of previous measurements and data processing regarding the attenuation obtained in fiber cables are followed by calculating the total attenuation using the existing formula. The next stage is data processing using RapidMiner software with the Naive Bayes algorithm. The final results of the comparison with this test method, namely the prediction results) show an accuracy value of 99.91%. Of the 1124 test data, 1080 data were predicted as OK sentiment and 43 data as Not OK. For prediction results from Not ok. and the Naive Bayes method shows an accuracy value of 0.962% OK. Not ok 0.038% of 1124, test data.

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Author Biographies

  • Suwandi, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika,

    Program Studi Sistem Informasi, Fakultas Teknologi Informatika, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Kota Jakarta Timur, Daerah Khusus Ibukota Jakarta, Indonesia.

  • Yuma Akbar, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika,

    Program Studi Sistem Informasi, Fakultas Teknologi Informatika, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Kota Jakarta Timur, Daerah Khusus Ibukota Jakarta, Indonesia.

  • Dadang Iskandar Mulyana, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika,

    Program Studi Sistem Informasi, Fakultas Teknologi Informatika, Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Kota Jakarta Timur, Daerah Khusus Ibukota Jakarta, Indonesia.

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Published

2025-01-01

Issue

Vol. 9 No. 1 (2025): JANUARY-MARCH 2025

Section

Computer & Communication Science

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Copyright (c) 2024 Suwandi, Yuma Akbar, Dadang Iskandar Mulyana

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How to Cite

Suwandi, Akbar, Y., & Mulyana, D. I. (2025). Optimasi Gigabit Passive Optical Network dan Algoritma Naïve Bayes dalam Analisis Jaringan FTTH. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 9(1), 186-192. https://doi.org/10.35870/jtik.v9i1.3058

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