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All Journal Sinkron : Jurnal dan Penelitian Teknik Informatika JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING JPKMI (Jurnal Publikasi Kesehatan Masyarakat Indonesia) Jurnal Perawat Indonesia Journal of Computer Networks, Architecture and High Performance Computing Jurnal Mandala Pengabdian Masyarakat Yayasan Cita Cendikiawan Al Khwarizmi Brilliance: Research of Artificial Intelligence International Journal Software Engineering and Computer Science (IJSECS) Prosiding Konferensi Nasional PKM-CSR Seminar Nasional Ilmu Terapan Journal Geuthee of Engineering and Energy Nerspedia Journal of The Civil Engineering Student JATAED: Journal of Appropriate Technology for Agriculture, Environment, and Development JURNAL PENGABDIAN PEMBANGUNAN PERTANIAN DAN LINGKUNGAN (JP3L) PERFECT: Journal of Smart Algorithms DCS: Jurnal Pengabdian Masyarakat
Herry Setiawan
Jurusan Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Mulawarman, Samarinda
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Analysis of 2G and 4G Network Quality on Cross Roads in Lembah Gumanti District Yuhanef , Afrizal; Candra, Dikky; Musthaf, Muhammad Isham; setiawan, Herry
Brilliance: Research of Artificial Intelligence Vol. 4 No. 1 (2024): Brilliance: Research of Artificial Intelligence, Article Research May 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i1.3319

Abstract

Lembah Gumanti Sub-District is one of the sub-districts in Solok Regency where people are on average separated from each other so that they spread out from one another. This is different from people who live in urban areas where they are close to one another. In addition, this area is dominant with hills and trees causing a performance degredation in 2G and 4G network performance. This study aims to find out how the quality of the 2G and 4G network of Telkomsel operators on the causeway in Lembah Gumanti District where data collection is carried out by means of a drive test using Tems pocket. The results showed that for the 2G network on RxLev it still showed poor results while on RxQual it showed good results. While making a call there were also 2 drop calls from 9 call attempts. Meanwhile for the 4G network the RSRP and SINR parameters showed poor results. Therefore, an increase in network performance is needed to increase people's satisfaction in the area.
Fiber to the home (FTTH) activation system and analysis of dropcore cable connection losses on optical network performance Asril, Aprinal Adila; Maria, Popy; Yustini, Yustini; setiawan, Herry; Nasrul, Nasrul
Brilliance: Research of Artificial Intelligence Vol. 4 No. 1 (2024): Brilliance: Research of Artificial Intelligence, Article Research May 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i1.3815

Abstract

The FTTH network is currently a reliable network concept used in an era where very fast access to information is needed as it is today, but several problems arise in the FTTH network, for example, reduced data transmission speed due to losses in the transmission cable connection or drop core. In this study, activation of the FTTH network will be carried out so that it can function for internet data transmission and observations will also be made of the connection losses on the 10-meter dropcore cable with the number of connections respectively, namely no connection, 1 connection, and 2 connections, where each connection obtains connection losses from 0.00 to 0.02 dB which will affect the total attenuation obtained in the activated FTTH network. Standard attenuation for fiber optic network activation starting from OLT to ONT according to IEEE Std 802.3ah states that the permissible attenuation / loss tolerance is between 20-24 to 29 dB. Splicing losses are caused by errors in the process of joining the fiber optic cable cores. The number of connections in a fiber optic cable can affect the attenuation value in the fiber optic cable. The more connections, the higher the attenuation in the fiber optic cable.
Enhancing the Accuracy of Diabetes Prediction Using Feedforward Neural Networks: Strategies for Improved Recall and Generalization Setiawan, Herry; Firnanda, Ary; Khair, Ummul
Brilliance: Research of Artificial Intelligence Vol. 4 No. 1 (2024): Brilliance: Research of Artificial Intelligence, Article Research May 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i1.3888

Abstract

This study explores the development and evaluation of a neural network model for predicting diabetes based on clinical data. The model was built using the Keras API with TensorFlow backend. Key steps included data preprocessing, such as feature scaling with `StandardScaler` and splitting the data into training and testing sets. The neural network architecture consisted of an input layer, two hidden layers with ReLU activation functions, and an output layer with a sigmoid activation function, optimized using the Adam optimizer and binary crossentropy loss function. The model was trained over 50 epochs with a batch size of 10, incorporating a validation split of 20% to monitor performance on unseen data during training. The results demonstrated a high accuracy of approximately 97% on the test set, indicating the model's efficacy in predicting diabetes. Further analysis using a confusion matrix revealed a high count of true positives and true negatives, alongside minimal false positives and false negatives, confirming the model's robustness. These findings suggest that neural networks can be effectively employed for diabetes prediction, offering significant potential for integration into clinical decision support systems. However, further validation with larger and more diverse datasets, alongside considerations for data imbalance and model interpretability, is recommended to ensure generalizability and practical application in real-world healthcare settings.
Implementation and Performance Analysis of Internet Networks for RT/RW Using MikroTik and OpenWRT in Simalidu Koto Salak Dhamasraya Putra, Aldo Aditya; Dewi, Ratna; Setiawan, Herry
Brilliance: Research of Artificial Intelligence Vol. 4 No. 2 (2024): Brilliance: Research of Artificial Intelligence, Article Research November 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i2.4940

Abstract

This research analyzes the implementation and performance of RT/RW Net Internet networks utilizing MikroTik and OpenWrt in Simalidu Koto Salak, Dharmasraya, addressing the significant challenges posed by the region's telecommunications infrastructure. The primary objective is to evaluate critical Quality of Service (QoS) parameters that greatly influence user experience, specifically focusing on bandwidth, throughput, delay, jitter, and packet loss. Employing a systematic methodology, the study begins with site surveys to assess geographical and infrastructural contexts, followed by the deployment of a Point-To-Point network system designed to ensure optimal signal quality and efficient user management through MikroTik devices. Findings reveal that QoS in the RT/RW Net network is considerably affected by both technical configurations and the quality of the signal, culminating in a QoS score of 3.5, which corresponds to a 75% performance rating. These results indicate that, while the implemented network solution meets basic connectivity needs, further optimization is crucial to enhance user satisfaction and overall performance. Consequently, the study offers several recommendations aimed at improving internet service quality in similar environments, highlighting the necessity of continuous evaluation and adaptation of network configurations to meet the evolving demands of users. Furthermore, it suggests that future research could delve into advanced technologies and methodologies to further enhance network performance and user experience, particularly in rural areas, thereby effectively addressing connectivity challenges and ensuring that the benefits of reliable internet access are widely distributed among local communities.
Network Design Planning for Very Small Aperture Terminal (VSAT) in Nagari Rangkiang Luluih, Solok Regency Saputra, Roni; Septima, Uzma; Setiawan, Herry
JATAED: Journal of Appropriate Technology for Agriculture, Environment, and Development Vol. 2 No. 1 (2024): JATAED: Journal of Appropriate Technology for Agriculture, Environment, and Dev
Publisher : LEMBAGA KAJIAN PEMBANGUNAN PERTANIAN DAN LINGKUNGAN (LKPPL)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62671/jataed.v2i1.54

Abstract

The public truly needs technological advancements, particularly internet networks, in order to access information such as phone, data, and video services, all of which are growing in volume. This requirement also holds true for isolated places without internet connectivity, like Nagari Rangkiang Luluih. The primary barrier to building telecommunications infrastructure, such as Base Transceiver Stations (BTS), which are more expensive than BTS, is geographic conditions. For isolated Indonesian locations without access to a telecommunications network, such as Rangkiang Luluih, VSAT technology offers a practical alternative in the form of dependable and constant internet connections. VSAT provides greater coverage and increased dependability by acting as a repeater for satellite communications. greater than BTS, particularly in regions with challenging topography. When compared to BTS technology, the design findings demonstrate that VSAT is a more cost-effective and efficient option. Planning the VSAT network design in Nagari Rangkiang Luluih yielded optimal parameter values for internet access services in the Tigo Lurah District, Solok Regency, and the hilly, forested, and valleyous remote areas. These values included an average delay of 34.08 ms, a throughput of 379.66 bps, a jitter of 10.58 ms, and a packet loss of 0%.
Analysis of Base Station Replacement Using the Cost-231 Propagation Model and Stanford University Interim (SUI) on the LTE Network in Pauh District, Padang Yuhanef, Afrizal; Zurnawita; Pratiwi, Nadia; Setiawan, Herry
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 1 (2024): Article Research Volume 6 Issue 1, January 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i1.3331

Abstract

The increase in network traffic is caused by an imbalance between the number of users and the provision of network capacity, causing the decrease of network performance. This is often found in densely populated areas with a large number of users so that the use of cellular access services is fairly high. For this reason, it is necessary to optimize the network, one of which is by replacing existing devices (swap). Site 31140_Lubuk Bukit, Pauh District, Padang is one of the base stations that has a performance issue, which has a low throughput value (±5Mbps) and a high traffic value of 83 GB/day with Flexi Multi Radio device type and sectoral antenna. Therefore, the existing equipment is replaced, from the FMR type to the Airscale type which minimizes the use of sectoral equipment and antenna types (3 sectors) to multisectoral (6 sectors). The measurement process is carried out using two methods, namely the COST-231 propagation model for the frequency of 1800 MHz and the Stanford University Interim (SUI) for the frequency of 2100 MHz then the Key Performance Indicator (KPI) parameters with the parameters of accessibility, retainability, integrity, mobility, usage, propagation loss and receive power. The results showed that the optimization carried out by the swap method could improve the site's performance, namely a decrease in traffic reaching 31.42% and an increase in throughput up to 60% and followed by an increase in other parameters that have met the threshold value.
Implementation of The Internet of Things on Monitoring and Control Tools Hydroponic System Ilham, Dirja Nur; Setiawan, Herry; Harahap, Muhammad Khoiruddin; Firnanda, Ary; Budiansyah, Arie
PERFECT: Journal of Smart Algorithms Vol. 1 No. 1 (2024): PERFECT: Journal of Smart Algorithms, Article Research January 2024
Publisher : LEMBAGA KAJIAN PEMBANGUNAN PERTANIAN DAN LINGKUNGAN (LKPPL)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62671/perfect.v1i1.6

Abstract

This Hydroponics is a way of growing crops without using soil. Soil that is actually a place for plants to grow can be supported with sand, husk charcoal and rockwool. In a hydroponic system, nutrients and the pH value of water are absolutely necessary for plant development, every plant that requires different levels of nutrients and pH values ​​of the air, if the nutrient levels are lacking then the plant will not grow as well as if the nutrient content is more then the plant will be poisoned. nutrients, water nutrients will continue to decrease along with the development of the plant itself. Therefore, a measuring tool for nutrient levels in hydroponic plant irrigation systems with android monitoring is made so that humans can monitor hydroponic plants. The tool used by Arduino nano as a microprocessor that is integrated into the TDS sensor works to measure nutrient levels and the pH sensor works to measure the pH value of the air, ESP8266 wifi module on NodeMCU as a gateway that aims to be a liaison from Arduino nano to the web server, Using websites and android applications that act as remote controls for nutrient pumps, pH up, pH down and hydroponic water pumps.
Tinjauan Kinerja Jalan Satu Arah Untuk Kondisi Normal dan Kondisi Event Tertertu Setiawan, Herry; Angggraini, Renni; Caisarina, Irin
Journal of The Civil Engineering Student Vol 7, No 1 (2025): Volume 7 Nomor 1 Maret 2025
Publisher : Jurusan Teknik Sipil, Fakultas Teknik, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/journalces.v7i1.4155

Abstract

Taman Sari merupakan salah satu ruang terbuka di Kota Banda Aceh yang sering dijadikan sebagai lokasi pameran, festival budaya, maupun pagelaran seni. Kegiatan yang diselenggarakan di Taman Sari menarik antusias masyarakat untuk berkunjung sehingga peningkatan aktivitas menimbulkan hambatan samping terhadap kinerja jalan di wilayah tersebut. Penelitian ini bertujuan untuk menganalisis kinerja Jalan Tgk. Abdullah Ujung Rimba. Jalan ini merupakan jalan kolektor sekunder dengan tipe jalan dua lajur satu arah (2/1) dan memiliki panjang 503 m. Data dicatat dengan interval 15 menit di lapangan dimulai pukul 15.00 sampai pukul 22.00 WIB. Metode yang digunakan untuk menganalisis kinerja ruas jalan berpedoman pada Manual Kapasitas Jalan Indonesia tahun 1997. Hasil dari pengolahan data diperoleh volume tertinggi pada hari Sabtu tanggal 13 Mei 2017 sebesar 1590 smp/jam, hambatan samping sebesar 910,2 kej/jam, kecepatan arus bebas 43 km/jam, kapasitas jalan sebesar 1218 smp/jam, rasio volume kapasitas 1,31, dan kecepatan aktual sebesar 8 km/jam.
Perancangan Sistem Pencatatan Kas Masjid Berbasis WEB Zuhra, Cut Keumala; Khairuman, K; Setiawan, Herry
Journal Geuthee of Engineering and Energy Vol 1, No 1 (2022): Journal Geuthee of Engineering and Energy
Publisher : Geuthèë Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (314.139 KB) | DOI: 10.52626/joge.v1i1.4

Abstract

Informasi merupakan kumpulan data atau fakta yang dikelola menjadi suatu yang bermanfaat bagi penerimanya. Informasi tersebut biasanya disampaikan secara manual oleh pengurus masjid dengan menggunakan alat bantu mikrofon untuk memudahkan masyarakat dalam mendengar. Sehingga muncul masalah bagaimana cara merancang dan membuat sistem pencatatan kas masjid berbasis web. Peneliti telah membuat sistem informasi kas masjid yang bertujuan untuk merancang aplikasi sistem pencatatan kas masjid berbasis web dan untuk membuat aplikasi sistem pencatatan kas masjid  berbasis web. Penelitian  ini dilakukan dengan cara mengambil data kas yang ditulis secara manual dibeberapa masjid. Sehingga terbuatlah suatu sistem pencatatan kas yang berbasis web untuk memudahkan dalam pencatatan kas dan juga untuk menghindari terjadinya kesalahan dalam perhitungan kas. Sistem pencatatan kas masjid berbasis web memiliki fitur pencatatan pemasukan dan pengeluaran kas masjid dan sistem pencatatan kas masjid berbasis web telah dapat menampilkan informasi pencatatan kas masjid terkini untuk masyarakat serta sistem pencatatan kas masjid ini bisa digunakan oleh banyak user.
Implementation and Performance Analysis of Internet Networks for RT/RW Using MikroTik and OpenWRT in Simalidu Koto Salak Dhamasraya Putra, Aldo Aditya; Dewi, Ratna; Setiawan, Herry
Brilliance: Research of Artificial Intelligence Vol. 4 No. 2 (2024): Brilliance: Research of Artificial Intelligence, Article Research November 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i2.4940

Abstract

This research analyzes the implementation and performance of RT/RW Net Internet networks utilizing MikroTik and OpenWrt in Simalidu Koto Salak, Dharmasraya, addressing the significant challenges posed by the region's telecommunications infrastructure. The primary objective is to evaluate critical Quality of Service (QoS) parameters that greatly influence user experience, specifically focusing on bandwidth, throughput, delay, jitter, and packet loss. Employing a systematic methodology, the study begins with site surveys to assess geographical and infrastructural contexts, followed by the deployment of a Point-To-Point network system designed to ensure optimal signal quality and efficient user management through MikroTik devices. Findings reveal that QoS in the RT/RW Net network is considerably affected by both technical configurations and the quality of the signal, culminating in a QoS score of 3.5, which corresponds to a 75% performance rating. These results indicate that, while the implemented network solution meets basic connectivity needs, further optimization is crucial to enhance user satisfaction and overall performance. Consequently, the study offers several recommendations aimed at improving internet service quality in similar environments, highlighting the necessity of continuous evaluation and adaptation of network configurations to meet the evolving demands of users. Furthermore, it suggests that future research could delve into advanced technologies and methodologies to further enhance network performance and user experience, particularly in rural areas, thereby effectively addressing connectivity challenges and ensuring that the benefits of reliable internet access are widely distributed among local communities.
Co-Authors Afrizal Yuhanef Agianto Akbar, Rizaldi Amsar, Amsar Angggraini, Renni Anugreni, Fera Anwar, Ihsan Aprinal Adila Asril Arie Budiansyah Azlina, Fitri Ayatul Bahtera, Yhogy Putera Mulya Bean, Hasbaini Berliana Syafira , Gerin Candra, Dikky Candra, Rudi Arif Devi Rahmayanti Dikky Chandra Dina Hanifa Endang Pertiwiwati Endang Pertiwiwati, Endang Fauzan, Reski Yulian Firdaus Firdaus Firnanda, Ary Fitri, Hidayati Hardisal, Hardisal Heldawati, Heldawati Henriyanto, Yunan Herry Setiawan Huda, Radiyatul Ilham, Dirja Nur Irin Caisarina Karunia, Muhammad Khairina Khairina, Khairina Khairuman Man Khairuman, K Khairuman, Khairuman Kholillurrahman , Muhammad Kurnia Rachmawati, Kurnia Lifwarda Lifwarda Mazaya, Adinda Chofifah MIFTAKHUL JANNAH Mislina Muhammad Khoiruddin Harahap Musthaf, Muhammad Isham Nabilla, Sisri Nadia Pratiwi Nasri, Novi Mustahdiati Nasrul Nasrul Nasrul Nawi, Nasrul Nisa, Aida Noor, Rezka Aulyan Nur Akbar Adi Saputro Popy Maria Pratama, Ilham Aditya Prinandita Putra Putra, Aldo Aditya Putra, M.Aditya Rabiatul Adawiah Rahmatun Ni'mah Ramiati Ramiati Ratna Dewi Rifda Nur Achriyana Arif Rikki Vitria Rizany, Ichsan Roni Saputra, Roni Sajidannor, Muhammad Saputra, Devi Satria Scleropages, Sayyidina Septima , Uzma Silfia Rifka Siska Aulia Sri Nita, Sri Supriyatna, Eka Thaibah, Bintan Ummul Khair Ummul Khair Uzhelia, Viorryn Aisha Uzma Septima Yuhanef , Afrizal Yulindon Yustini Yustini Zuhra, Cut Keumala Zurnawita Zurnawita Zurnawita