Garuda - Garba Rujukan Digital

EVALUASI PERFORMA ROUTER SKALA BEBAN TINGGI MENGGUNAKAN TRAFFIC GENERATOR SEBAGAI ALAT SIMULASI Sofica, Verra; Fauzi , Ahmad; Septiani, Minda
CONTEN : Computer and Network Technology Vol. 4 No. 2 (2024): Desember 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/conten.v4i2.5558

Performa router merupakan faktor kunci dalam menjaga keandalan dan efisiensi jaringan, terutama dalam menghadapi beban lalu lintas yang tinggi. Penelitian ini dilakukan untuk mengevaluasi kinerja router ketika dihadapkan pada skala beban yang tinggi, dengan menggunakan Traffic Generator sebagai alat simulasi. Topik ini dipilih karena banyaknya jaringan yang mengalami penurunan kinerja saat dihadapkan pada peningkatan volume data, yang dapat berdampak signifikan pada layanan jaringan. Metode yang digunakan dalam penelitian ini melibatkan simulasi beban lalu lintas pada jaringan skala kecil, dengan skenario lalu lintas yang bervariasi untuk menguji throughput, latency, packet loss, dan kemampuan routing. Data yang diperoleh dari simulasi ini dianalisis untuk menentukan batas maksimal performa router dan mengidentifikasi potensi bottleneck.Hasil penelitian menunjukkan bahwa router yang diuji memiliki batas performa tertentu yang dapat mempengaruhi stabilitas dan kecepatan jaringan saat beban lalu lintas mendekati kapasitas maksimal. Temuan ini menyoroti pentingnya pemilihan dan konfigurasi router yang tepat dalam lingkungan jaringan dengan beban lalu lintas yang fluktuatif. Kesimpulan dari penelitian ini adalah bahwa penggunaan Traffic Generator merupakan metode efektif untuk mengevaluasi dan mengoptimalkan kinerja router, terutama dalam perencanaan jaringan yang harus siap menghadapi lonjakan lalu lintas. Hasil penelitian ini dapat menjadi acuan bagi pengelola jaringan dalam meningkatkan keandalan infrastruktur jaringan mereka. Router performance is a key factor in maintaining network reliability and efficiency, especially when facing high traffic loads. This study was conducted to evaluate the performance of a router under high load conditions using a Traffic Generator as a simulation tool. This topic was chosen due to the frequent occurrence of network performance degradation when faced with increased data volume, which can significantly impact network services. The research method involved simulating traffic loads in a small-scale network, with varying traffic scenarios to test throughput, latency, packet loss, and routing capabilities. The data obtained from this simulation were analyzed to determine the router's maximum performance limits and identify potential bottlenecks.The results of the study show that the tested router has specific performance limits that can affect network stability and speed as traffic loads approach maximum capacity. These findings highlight the importance of proper router selection and configuration in network environments with fluctuating traffic loads. The conclusion of this study is that using a Traffic Generator is an effective method for evaluating and optimizing router performance, particularly in network planning that must be prepared to handle traffic surges. The results of this research are expected to serve as a reference for network administrators in improving the reliability of their network infrastructure.

Penerapan Data Mining Menggunakan Algoritma Decision Tree Untuk Menganalisis Penggunaan Media Sosial Dengan Konsentrasi Belajar Mahasiswa Istiqomah, Kharisma; Sofica, Verra
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3228

Penelitian ini bertujuan untuk menganalisis antara penggunaan media sosial dengan konsentrasi belajar. Metode penelitian menggunakan pendekatan kuantitatif dengan teknik data mining berbasis algoritma Decision Tree. melibatkan 200 mahasiswa aktif berusia 18–25 tahun yang dipilih secara acak, mengenai frekuensi, durasi, platform media sosial, waktu belajar, IPK, dan konsentrasi belajar. Data kemudian diolah menggunakan perangkat lunak RapidMiner melalui tahapan preprocessing, pemodelan Decision Tree, serta evaluasi model menggunakan cross-validation. Hasil penelitian menunjukkan bahwa frekuensi dan durasi penggunaan media sosial merupakan faktor dominan yang memengaruhi konsentrasi belajar mahasiswa. Mahasiswa dengan frekuensi akses tinggi (>5 kali/hari) dan durasi penggunaan lama (>3 jam/hari) cenderung memiliki konsentrasi belajar rendah. Model Decision Tree yang dibangun menghasilkan akurasi sebesar 63%, dengan pola prediksi yang menunjukkan keterkaitan signifikan antara kebiasaan penggunaan media sosial dan tingkat konsentrasi belajar. Kesimpulannya, algoritma Decision Tree dapat menjadi metode yang efektif untuk mengidentifikasi pola-pola digital yang berpengaruh terhadap konsentrasi mahasiswa, serta memberikan rekomendasi strategis bagi institusi pendidikan dalam mengelola kebiasaan digital mahasiswa. Kesimpulan berikut dapat diambil berdasarkan temuan penelitian tentang penggunaan penambangan data dan algoritma Pohon Keputusan untuk menganalisis antara penggunaan media sosial dan kemampuan siswa untuk fokus selama kelas, bahwa Analisis Penggunaan Media Sosial dengan Konsentrasi Belajar. Temuan analisis Pohon Keputusan menunjukkan bahwa variabel utama yang memengaruhi kemampuan siswa untuk fokus saat belajar adalah frekuensi dan durasi penggunaan media sosial mereka.

Pelatihan Google-Form Sebagai Media Pendaftaran Anggota Bagi Jaringan Pemuda dan Remaja Masjid Indonesia (JPRMI) Pudjiarti, Eni; Faizah, Siti; Sofica, Verra; Harafani, Hani
Journal Of Computer Science Contributions (JUCOSCO) Vol. 2 No. 2 (2022): Juli 2022
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Universitas Bhayangkara Jakarta Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31599/3ef7q824

The Covid pandemic has had a major impact on the way people live. This includes community activities. In the era of the pandemic, activities that were initially carried out face-to-face must be limited online. The internet is a solution to avoid direct contact. Activities carried out face to face are assisted by the use of information technology. This service activity aims to improve the skills of the Indonesian Mosque Youth and Youth Network community in utilizing information technology to facilitate work, recording, reporting, and maintaining the health of both community administrators and other community members. The low ability to utilize the Google Form application is a separate obstacle, so that there are still many public services that use manual recording and are not well documented and there is no routine reporting as monitoring and evaluation material. The implementation method consists of six stages, including the partner determination stage, the problem determination stage, the data collection stage, the implementation stage, the monitoring and evaluation stage, and the reporting stage. The form of activity carried out is to provide education about the basic use of Google Forms by holding workshops on community service activities so that participants consisting of administrators who will process data will be more familiar with the use of the Google Form Application to help process data so that it is neater and easier to understand. This activity resulted in the JPRMI community being better prepared to face technological challenges during the pandemic, as well as providing provisions in improving JPRMI community services. In conclusion, JPRMI community officers are able to practice well in making Google Forms that can be used during member registration without using paper/manual recording.

Training Basic Microsoft Office Dalam Mengelola Administrasi Pada Yayasan Kopia Raya Insani Faizah, Siti; Pudjiarti, Eni; Sofica, Verra; Rudianto, Biktra
Journal Of Computer Science Contributions (JUCOSCO) Vol. 2 No. 2 (2022): Juli 2022
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Universitas Bhayangkara Jakarta Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31599/4wksrq41

In the current era, the use of computer applications almost all office work requires it. The development of technology, especially computer applications at this time is very helpful in processing administrative data, so that the data obtained can be arranged neatly and easily understood. One of them is administrative data processing at the Kopia Raya Insani Foundation which requires applications that support so that the data displayed can be understood because at this time some of the administrative data displayed is still fairly manual, the use of Microsoft Office applications in Foundation data processing is still not optimally used due to several reasons. Foundation administrators still do not understand the use of the application used. Microsoft office itself is a software application that is used to process, store, and combine data in the form of documents. The data that can be processed are digital data in the form of letters, pictures and numbers. This software has a special role in the office sector. Matters related to office data will be processed and stored briefly and in detail in Microsoft Office. The method used in providing education regarding the basic use of Microsoft Office is carried out by holding workshops on community service activities so that participants consisting of foundation administrators who will process the foundation's administrative data will be more familiar with the use of Microsoft Office applications to help process administrative data to make it more neat and tidy. easy to understand.

Pelatihan Penggunaan Formulasi Excel Untuk Pendataan Administrasi Pada UKKT Mampang Prapatan Jakarta Pudjiarti, Eni; Rudianto, Biktra; Faizah, Siti; Sofica, Verra
Journal Of Computer Science Contributions (JUCOSCO) Vol. 3 No. 1 (2023): Januari 2023
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Universitas Bhayangkara Jakarta Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31599/2xsx6s51

The use of computer applications almost all office work requires it.The development of technology, especially computer applications today is very helpful in administrative data processing, so that the data obtained can be arranged neatly and easy to understand. One of them is administrative data processing at UKKT RW.06 which requires an application that supports so that the data displayed can be understood because currently some of the administrative data displayed is still fairly manual, use of Microsoft Office applications, especially Ms. Excel on Coral data processing. The cadets are still not being used optimally because some of the Karang Taruna administrators still do not understand the use of the application used. Microsoft Excel itself is a software application that is used to process, store, and combine data in the form of formulas. Data that can be processed, namely, digital data in the form of calculation results and diagrams. This software has a special role in office area. Matters related to office data will be processed as well stored briefly and in detail in Microsoft Excel. The method used in provide education about the basic use of formulas in Microsoft Excel carried out by holding workshops on community service activities so that participants consisting of Karang Taruna administrators who will process administrative data UKKT RW.06 will be more familiar with the use of the Microsoft Excel Application for help process administrative data to make it more neat and easy to understand.

Pelatihan Desain Foto Produk UMKM Menggunakan Aplikasi Canva Pada PKK Papan Mas Bekasi Sofica, Verra; Fauzi, Ahmad; Mukhayaroh, Anna; Fakhriza, Muhammad Hilman
Journal Of Computer Science Contributions (JUCOSCO) Vol. 4 No. 1 (2024): Januari 2024
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Universitas Bhayangkara Jakarta Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31599/0enw2t54

Community service activities at PKK RW 007 Tambun Selatan District aim to provide understanding and skills to PKK members regarding the use of the Canva application in designing photos of MSME products. The focus is on the PKK Board RW 007 Mas Tambun Selatan in Bekasi City. Activity participants are given practical training in using the Canva application, a user-friendly graphic design platform. In this training, PKK members teach how to create attractive product photo designs and support MSME promotions. Through the Canva application, they can easily edit images, add text, and create aesthetic designs without requiring in-depth graphic design skills. Using Canva aims to empower MSMEs in PKK RW 007 to increase the competitiveness of their products in the market. With an attractive design, it is hoped that MSME products can be more easily recognized and sought after by consumers. Apart from that, this training also provides an understanding of marketing strategies through social media and online platforms, so that MSME products can be reached by a wider market. The results of this activity are expected to have a positive impact, such as increasing sales and awareness among the public of PKK RW 007 MSME products Apart from that, this activity can also become social capital for PKK members to continue to develop skills in using technology to support the development of MSMEs in their environment.

EVALUASI PERFORMA ROUTER SKALA BEBAN TINGGI MENGGUNAKAN TRAFFIC GENERATOR SEBAGAI ALAT SIMULASI Sofica, Verra; Fauzi , Ahmad; Septiani, Minda
CONTEN : Computer and Network Technology Vol. 4 No. 2 (2024): Desember 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/conten.v4i2.5558

Performa router merupakan faktor kunci dalam menjaga keandalan dan efisiensi jaringan, terutama dalam menghadapi beban lalu lintas yang tinggi. Penelitian ini dilakukan untuk mengevaluasi kinerja router ketika dihadapkan pada skala beban yang tinggi, dengan menggunakan Traffic Generator sebagai alat simulasi. Topik ini dipilih karena banyaknya jaringan yang mengalami penurunan kinerja saat dihadapkan pada peningkatan volume data, yang dapat berdampak signifikan pada layanan jaringan. Metode yang digunakan dalam penelitian ini melibatkan simulasi beban lalu lintas pada jaringan skala kecil, dengan skenario lalu lintas yang bervariasi untuk menguji throughput, latency, packet loss, dan kemampuan routing. Data yang diperoleh dari simulasi ini dianalisis untuk menentukan batas maksimal performa router dan mengidentifikasi potensi bottleneck.Hasil penelitian menunjukkan bahwa router yang diuji memiliki batas performa tertentu yang dapat mempengaruhi stabilitas dan kecepatan jaringan saat beban lalu lintas mendekati kapasitas maksimal. Temuan ini menyoroti pentingnya pemilihan dan konfigurasi router yang tepat dalam lingkungan jaringan dengan beban lalu lintas yang fluktuatif. Kesimpulan dari penelitian ini adalah bahwa penggunaan Traffic Generator merupakan metode efektif untuk mengevaluasi dan mengoptimalkan kinerja router, terutama dalam perencanaan jaringan yang harus siap menghadapi lonjakan lalu lintas. Hasil penelitian ini dapat menjadi acuan bagi pengelola jaringan dalam meningkatkan keandalan infrastruktur jaringan mereka. Router performance is a key factor in maintaining network reliability and efficiency, especially when facing high traffic loads. This study was conducted to evaluate the performance of a router under high load conditions using a Traffic Generator as a simulation tool. This topic was chosen due to the frequent occurrence of network performance degradation when faced with increased data volume, which can significantly impact network services. The research method involved simulating traffic loads in a small-scale network, with varying traffic scenarios to test throughput, latency, packet loss, and routing capabilities. The data obtained from this simulation were analyzed to determine the router's maximum performance limits and identify potential bottlenecks.The results of the study show that the tested router has specific performance limits that can affect network stability and speed as traffic loads approach maximum capacity. These findings highlight the importance of proper router selection and configuration in network environments with fluctuating traffic loads. The conclusion of this study is that using a Traffic Generator is an effective method for evaluating and optimizing router performance, particularly in network planning that must be prepared to handle traffic surges. The results of this research are expected to serve as a reference for network administrators in improving the reliability of their network infrastructure.

Sistem Pakar Diagnosis Penyakit Lambung Menggunakan Metode Forward Chaining Berbasis Java Nugraha, Adhitya Eka; Faisal; Sofica, Verra; Septiani, Minda
Jurnal Ilmiah Sistem Informasi Akuntansi Vol. 6 No. 1 (2026): Volume 6, Nomor 1, June 2026
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jimasia.v6i1.1423

Penyakit lambung merupakan salah satu masalah kesehatan yang sering dialami masyarakat dan memiliki gejala yang saling tumpang tindih sehingga menyulitkan proses diagnosis awal tanpa pemeriksaan langsung oleh tenaga medis. Keterbatasan waktu dan jumlah dokter di rumah sakit mendorong perlunya sistem pendukung keputusan yang mampu membantu proses identifikasi awal penyakit lambung secara cepat dan konsisten. Penelitian ini bertujuan merancang dan membangun sistem pakar diagnosis penyakit lambung menggunakan metode forward chaining berbasis bahasa pemrograman Java pada RSPAD Gatot Soebroto. Metode forward chaining digunakan untuk menelusuri fakta berupa gejala yang dialami pasien dan mencocokkannya dengan basis aturan (rule) guna menghasilkan kesimpulan diagnosis. Metode penelitian yang digunakan meliputi studi pustaka, wawancara dengan tenaga medis, perancangan sistem, implementasi, serta pengujian fungsional. Basis pengetahuan sistem disusun berdasarkan konsultasi dengan dokter spesialis dan literatur medis terkait penyakit lambung. Hasil penelitian menunjukkan bahwa sistem pakar yang dibangun mampu memberikan rekomendasi diagnosis awal dan saran penanganan dengan cepat serta sesuai dengan aturan yang telah ditetapkan. Sistem ini diharapkan dapat membantu tenaga medis dan pasien dalam proses skrining awal penyakit lambung serta meningkatkan efisiensi pelayanan kesehatan di RSPAD Gatot Soebroto. Penelitian selanjutnya disarankan untuk menambahkan metode tingkat kepercayaan dan integrasi dengan sistem rekam medis elektronik.

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