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.

Pelatihan Arsip Elektronik di Era Teknologi Digital Bagi Remaja Masjid Pudjiarti, Eni; Rudianto, Biktra; Faizah, Siti; Sofica, Verra
Indonesian Community Service Journal of Computer Science Vol. 1 No. 1 (2024): Periode Januari 2024
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/indocoms.v1i1.1988

As an information center, each archive can help someone's memory of a particular text. As a source of documentation, archives can be used by organizational leaders in making the right decisions about the problems they face. As official proof of accountability for administration. Mosque youth are required to parade in understanding and being able to archive important documents as part of the implementation of learning. Thus the purpose of this training is to improve and make it easier for mosque youth to manage documents. To improve this it is considered important to provide workshops or training in electronic archive applications. The training was carried out using the method of providing material, practice of making electronic applications and assisting participants after completing the training activities. The results of the training illustrate that mosque youth have been able to make electronic archive applications using the application. Sebagai pusat informasi, setiap arsip bisa membantu ingatan seseorang mengenai sebuah naskah tertentu. Sebagai sumber dokumentasi, arsip dapat digunakan pemimpin organisasi dalam mengambil keputusan dengan tepat mengenai masalah yang dihadapi. Sebagai bukti resmi pertanggung jawaban penyelenggaraan administrasi. Remaja masjid dituntut untuk pawai dalam memahami dan mampu mengarsipkan dokumen-dokumen penting sebagai bagian dari pelaksanaan pembelajaran. Dengan demikian tujuan dari pelatihan ini adalah untuk meningkatkan dan mempermudah remaja masjid dalam mengelola dokumen. Untuk meningkatkan hal tersebut dianggap penting dianggap penting untuk memberikan workshop atau pelatihan dalam aplikasi arsip elektronik. Pelatihan dilaksanakan dengan metode pemberian materi, praktek pembuatan aplikasi elektronik dan pendampingan peserta setelah selesai kegiatan pelatihan. Hasil pelatihan memberikan gambaran bahwa remaja masjid telah mampu membuat aplikasi arsip elektroonik dengan menggunakan aplikasi.

PEMANFAATAN ARTIFICIAL INTELLIGENCE (AI) UNTUK DESAIN KEGIATAN YAYASAN NAELUL KHAIR KOTA BEKASI Fauzi , Ahmad; Sofica, Verra; Mukhayaroh , Anna
Indonesian Community Service Journal of Computer Science Vol. 1 No. 2 (2024): Periode Juli 2024
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/indocoms.v1i2.3400

Training on the Use of Artificial Intelligence (AI) to Design Activities for the Naelul Khair Foundation, Bekasi City for Foster Child Participants is an important initiative considering the strategic role of technology in today's social and educational transformation. This foundation, which is committed to providing education and development to its foster children, faces challenges in providing equitable access to technological knowledge and skills, especially AI, to its participants who may have limited resources and knowledge. Thus, this training is a progressive step in empowering foster children to face changing times which are increasingly driven by technological developments. By strengthening AI knowledge and skills, foster children are expected to increase their creativity and ability in designing and managing activities both within the foundation and in the wider community. More than just providing knowledge, this training also creates space for foster children to collaborate and share ideas in using technology as a tool to solve problems and improve the quality of their own lives and the environment around them. Thus, the collaboration between the education and technology sectors in this training is not only a means of imparting knowledge, but also a manifestation of a shared commitment to creating a better and more inclusive future for foster children, where technology becomes a tool that empowers them. to reach their best potential and contribute to sustainable social development. Pelatihan Pemanfaatan Artificial Intelligence (AI) untuk Desain Kegiatan Yayasan Naelul Khair Kota Bekasi bagi Peserta Anak Asuh menjadi sebuah inisiatif yang penting mengingat peran strategis teknologi dalam transformasi sosial dan pendidikan masa kini. Yayasan ini, yang berkomitmen untuk memberikan pendidikan dan pengembangan kepada anak-anak asuhnya, menghadapi tantangan dalam memberikan akses yang merata terhadap pengetahuan dan keterampilan teknologi, khususnya AI, kepada pesertanya yang mungkin memiliki keterbatasan sumber daya dan pengetahuan. Dengan demikian, Pelatihan ini menjadi sebuah langkah progresif dalam memberdayakan anak-anak asuh untuk menghadapi perubahan zaman yang semakin didorong oleh perkembangan teknologi. Melalui penguatan pengetahuan dan keterampilan AI, anak-anak asuh diharapkan dapat meningkatkan kreativitas dan kemampuan mereka dalam merancang serta mengelola kegiatan baik di lingkungan yayasan maupun di masyarakat luas. Lebih dari sekadar memberikan pengetahuan, Pelatihan ini juga menciptakan ruang bagi anak-anak asuh untuk berkolaborasi dan berbagi ide dalam menggunakan teknologi sebagai alat untuk memecahkan masalah dan meningkatkan kualitas hidup mereka sendiri serta lingkungan sekitar. Dengan demikian, kolaborasi antara sektor pendidikan dan teknologi dalam Pelatihan ini tidak hanya menjadi sarana untuk memberikan pengetahuan, tetapi juga menjadi perwujudan dari komitmen bersama untuk menciptakan masa depan yang lebih baik dan inklusif bagi anak-anak asuh, di mana teknologi menjadi alat yang memberdayakan mereka untuk meraih potensi terbaik mereka dan berkontribusi pada pembangunan sosial yang berkelanjutan.

PEMANFAATAN TEKNOLOGI UNTUK PENCATATAN KESEHATAN BALITA DI POSYANDU MAWAR MELATI Sofica, Verra; Cahya, Fani Nurona; Ghani , Muhamad Abdul; Pebrianto, Rangga
Indonesian Community Service Journal of Computer Science Vol. 2 No. 1 (2025): Periode Januari 2025
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/indocoms.v2i1.7536

Kesehatan balita sangat penting untuk mendukung tumbuh kembang yang optimal. Namun, di beberapa daerah, pencatatan kesehatan balita masih dilakukan secara manual, yang berisiko terhadap kesalahan data dan kurang efisien. Dengan kemajuan teknologi, penggunaan aplikasi berbasis teknologi informasi dapat membantu memudahkan pencatatan dan pemantauan kesehatan balita secara lebih akurat dan efisien. Pelatihan ini mengusulkan pemanfaatan teknologi sederhana, seperti Google Sheets atau Microsoft Excel, untuk mencatat dan memantau data kesehatan balita. Data yang dicatat meliputi berat badan, tinggi badan, status imunisasi, dan indikator kesehatan lainnya. Aplikasi tersebut dipilih karena mudah diakses, sederhana digunakan, dan dapat diintegrasikan ke dalam kegiatan posyandu sehari-hari tanpa memerlukan keterampilan teknis yang kompleks.Tujuan utama dari program ini adalah meningkatkan kemampuan ibu-ibu kader Posyandu dalam mengelola data kesehatan balita secara digital. Dengan menggunakan aplikasi seperti Google Sheets atau Excel, diharapkan proses pencatatan dan pemantauan kesehatan menjadi lebih efisien, mudah diakses, dan dapat dilaporkan dengan cepat dan akurat. The health of toddlers is crucial to supporting optimal growth and development. However, in some areas, toddler health records are still maintained manually, posing risks of data errors and inefficiency. With advancements in technology, the use of information technology-based applications can facilitate more accurate and efficient recording and monitoring of toddler health. This training suggests utilizing simple technologies such as Google Sheets or Microsoft Excel to record and monitor toddler health data, including weight, height, immunization status, and other health indicators. These applications are chosen for their accessibility, ease of use, and ability to be integrated into daily Posyandu activities without requiring complex technical skills. The main goal of this program is to enhance the capability of Posyandu volunteer mothers in managing toddler health data digitally. By using applications like Google Sheets or Excel, it is expected that the recording and monitoring processes will become more efficient, easily accessible, and can be reported quickly and accurately.

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