Published: 2025-01-01

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

DOI: 10.35870/jtik.v9i1.3058

Suwandi, Yuma Akbar, Dadang Iskandar Mulyana
  • Suwandi: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika , Affiliation name not available , Indonesia
  • Yuma Akbar: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika , Affiliation name not available , Indonesia
  • Dadang Iskandar Mulyana: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika , Affiliation name not available , Indonesia
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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.

Keywords

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

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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
Article Information

This article has been peer-reviewed and published in the Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi). The content is available under the terms of the Creative Commons Attribution 4.0 International License.

  • Issue: Vol. 9 No. 1 (2025)

  • Section: Computer & Communication Science

  • Published: %750 %e, %2025

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Author Biographies
Suwandi
Google Scholar ResearchGate ORCID

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

Yuma Akbar
Google Scholar ResearchGate ORCID

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
Google Scholar ResearchGate ORCID

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

References
  • Budi, I. M. P., & Khair, F. (2020). Analisis Performansi Jaringan Indihome Fiber Di Purwokerto. Journal of Telecommunication Electronics and Control Engineering (JTECE), 2(2), 93-104. DOI: https://doi.org/10.20895/jtece.v2i2.112.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Dermawan, B., Santoso, I., & Prakoso, T. (2016). Analisis Jaringan Ftth (Fiber To the Home) Berteknologi Gpon (Gigabit Passive Optical Network). Transmisi: Jurnal Ilmiah Teknik Elektro, 18(1), 30-37. DOI: https://doi.org/10.12777/transmisi.18.1.30-37.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Habib, R., Razi, F., & Amir, D. (2023). Analisis Redaman Pada Jaringan Fiber To The Home (FTTH) Berteknologi Gigabit Passive Optical Network (GPON) Di PT Indonesia Comnets Plus Kota Lhokseumawe. Jurnal TEKTRO, 7(2), 195-198.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Hadi, S., & Zailani, A. U. (2023). Implementasi Migrasi Jaringan Teknologi Wireless Ke Fiber Optik Metode Epon Studi Kasus Dapur Remaja Network. Jurnal Informatika Multi, 1(4), 379-388.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Nurus, M., Nurdiawa, O., & Martanto, M. (2023). Analisis Jaringan Akses Fiber to The Home Menggunakan Teknologi Gigabit Passive Optical Network. Jurnal Janitra Informatika dan Sistem Informasi, 3(2), 56-66. DOI: https://doi.org/10.25008/janitra.v3i2.168.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Pascalina, D., Widhiastono, R., & Juliane, C. (2023). Pengukuran Kesiapan Transformasi Digital Smart City Menggunakan Aplikasi Rapid Miner. Technomedia Journal, 7(3 Februari), 293-302. DOI: https://doi.org/10.33050/tmj.v7i3.1914.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Prananda, M. I., Santoso, I. H., & Sugito, S. (2021). Perancangan Dan Analisis Jaringan Fiber To The Home Stroomnet Di Bandar Lampung. eProceedings of Engineering, 8(6).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Prasetyo, V. R., Lazuardi, H., Mulyono, A. A., & Lauw, C. (2021). Penerapan Aplikasi RapidMiner Untuk Prediksi Nilai Tukar Rupiah Terhadap US Dollar Dengan Metode Regresi Linier. Jurnal Nasional Teknologi dan Sistem Informasi (TEKNOSI), 7(1), 8-17.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Pratama, F., Hartaman, A., & Habibi, N. T. (2024). Perancangan Dan Implementasi Jaringan Ftth (Fiber To The Home) Pt2 Di Perumahan Kerta Mulya Residence Kuningan Jawa Barat. eProceedings of Applied Science, 10(1).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Putra, B. N., Gunantara, N., & Djuni, I. D. (2024). ANALISIS TEKNO-EKONOMI RANCANGAN JARINGAN FTTH GPON DI DAERAH KABUPATEN JEMBRANA DAN TABANAN. Jurnal SPEKTRUM Vol, 11(1).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Putra, I. G. A. A., Saputra, K. O., & Wirastuti, N. M. A. E. D. (2022). Implementasi Teknologi GPON Berbasis FTTH pada Perumahan Permata Anggrek. ULIL ALBAB: Jurnal Ilmiah Multidisiplin, 1(9), 3179-3185.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rachmadiansyah, R., Rumlaklak, N. D., & Mauko, A. Y. (2022). Prediksi Masa Tunggu Kerja Alumni Menggunakan Naïve Bayes Classifier Pada Program Studi Ilmu Komputer Universitas Nusa Cendana. J-Icon: Jurnal Komputer dan Informatika, 10(2), 143-150. DOI: https://doi.org/10.35508/jicon.v10i2.7426.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rachman, D. A., Muhyidin, Y., & Sunandar, M. A. (2023). ANALISIS KUALITAS LAYANAN JARINGAN INTERNET FIBER TO THE HOME PT. XYZ MENGGUNAKAN WIRESHARK. STORAGE: Jurnal Ilmiah Teknik dan Ilmu Komputer, 2(4), 214-222. DOI: https://doi.org/10.55123/storage.v2i4.2531.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Ramadhan, A. F. A., & Stefanie, A. (2023). Analisis Pembuatan Jaringan Fiber to the Home (FTTH) di Perum Bumi Karawang Baru. Jurnal Ilmiah Wahana Pendidikan, 9(15), 732-737. DOI: https://doi.org/10.5281/zenodo.8255999.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Ridho, C. S., A’isya Nur Aulia Yusuf, S., Andra, D. N. S. S., & Apriono, C. (2020). Perancangan Jaringan Fiber to the Home (FTTH) pada Perumahan di Daerah Urban. J. Nas. Tek. Elektro, 3.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rifai, M. F., Jatnika, H., & Valentino, B. (2019). Penerapan algoritma Naïve Bayes pada sistem prediksi tingkat kelulusan peserta Sertifikasi Microsoft Office Specialist (MOS). Petir, 12(2), 520754.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Setiawan, D., & Yuliani, O. (2023). ANALISIS KUALITAS JARINGAN FIBER TO THE HOME (FTTH) BERBASIS GIGABIT PASSIVE OPTICAL NETWORK (GPON) PADA LAYANAN TRIPLE PLAY (3P) DI KIRANA GARDEN RESIDENCE YOGYAKARTA. JMTE (Jurnal Mahasiswa Teknik Elektro), 4(2), 20-29.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Sholeh, M., Nurnawati, E. K., & Lestari, U. (2023). Penerapan Data Mining dengan Metode Regresi Linear untuk Memprediksi Data Nilai Hasil Ujian Menggunakan RapidMiner. JISKA (Jurnal Informatika Sunan Kalijaga), 8(1), 10-21. DOI: https://doi.org/10.14421/jiska.2023.8.1.10-21.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Srimurni, R. R. S. R. R., Nur, S. N. S., Nugroho, I. S. N. I. S., Rantiyo, R., Gozali, M. L. G. M. L., & Rafi, M. R. M. (2024). ANALISIS JARINGAN AKSES OPTIK UNTUK MENINGKATKAN KUALITAS LAYANAN BTS TELKOMSEL DI PT TELKOM WITEL BANDUNG. TEKNOLOGI NUSANTARA, 6(1), 1-11.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Susanti, S., Sari, A. A., Anam, M. K., Jamaris, M., & Hamdani, H. (2022). Sistem Prediksi Keuntungan Influencer Pengguna E-Commerce Shopee Affiliates menggunakan Metode Naïve Bayes. Edumatic: Jurnal Pendidikan Informatika, 6(2), 394-403. DOI: https://doi.org/10.29408/edumatic.v6i2.6787.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Syahrin, A. (2023). Perancangan Jaringan Fiber To The Home (FTTH) Pada Wilayah Kelurahan Mustikasari RT/RW 004/04 Menggunakan Google Earth Pro. Sainteks: Jurnal Sain dan Teknik, 5(2), 111-124.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Tantoni, A., Zaen, M. T. A., & Imtihan, K. (2023). Analisis Perbandingan Hasil Aplikasi Fiber Optic Calculator Dengan Impementasi FTTH Pada OLT EPON HSQG. KLIK: Kajian Ilmiah Informatika dan Komputer, 3(6), 1108-1120. DOI: https://doi.org/10.30865/klik.v3i6.842.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Wadly, F., & Fitriani, W. (2023). Perancangan Jalur FTTH (Fiber to the Home) di Desa Kota Pari Menggunakan Applikasi SmallWord. Resolusi: Rekayasa Teknik Informatika dan Informasi, 3(4), 137-143. DOI: https://doi.org/10.30865/resolusi.v3i4.748.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Widayadi, A. D. (2023). ANALISIS POWER BUDGET PADA PERANCANGAN JARINGAN AKSES FIBER TO THE HOME (FTTH) PADA PERUMAHAN D'EAST TOWNHOUSE CIMANGGIS (Doctoral dissertation, Universitas Pembangunan Nasional Veteran Jakarta).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Yuhanef, A., Asril, A. A., & Yanti, D. O. (2023). Perancangan dan Analisis Kinerja Jaringan Fiber To The Home (FTTH) dengan Teknologi Gigabit Passive Optical Network (GPON) Menggunakan Software OptiSystem. JTEIN: Jurnal Teknik Elektro Indonesia, 4(2), 482-489.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
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