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Pengembangan Sistem Pencatatan Pelanggaran Mahasiswa (Studi Kasus: Fakultas Ilmu Komputer Universitas Brawijaya) Muhammad Rizqi Fauzi; Denny Sagita Rusdianto; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 12 (2020): Desember 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Discipline is important aspect in education. Sanctions can be educational tool to penalize student disciplinary. The unavailability of facilities to search for violators data and the accuracy of the data is in doubt. FILKOM of Brawijaya University have constraints filling record of student violation because history files student violation difficult to find. Based on the problem, author want to make application for help FILKOM managing history files student violation. The system development uses the waterfall Life Cycle Software (SDLC) waterfall with an object oriented approach. In the analysis phase, the authors applied the use case diagram and use case scenario. The design phase is done by creating sequence diagrams, class diagrams, entity relationship diagrams, and mocups. At the implementation stage, the authors use Laravel as a framework and MySQL as a database. After the implementation stage, application ready use with function can record violations of students with minor, moderate, severe violations and the application can also record book bills on violations that have a book fine. Testing on functional requirements uses unit testing and validation testing. The outcome shows 100% valid result on both tests. Testing for non-functional requirements uses browser compatibility testing. It shows that the system is compatible on Android, Chrome, Edge, Internet Explorer, Firefox, Opera, Safari and iPhone browsers.
Analisis Perbandingan Kinerja Single Area dan Multi Area Menggunakan Protokol Routing OSPF Ricky Yohanes; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 11 (2020): November 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

One of the dynamic routing protocols that are found on a computer network as well as being the focus of this research is Open Shortest Path First (OSPF). The application of the OSPF routing protocol can be adapted to the conditions of a network through area grouping i.e. single area and multi area. Multi area implementation can reduce the number of routes monitored, the dissemination of information becomes more orderly and segmented, reduce the calculation frequency of the routing algorithm, and reduces resource usage of the router devices that run it. Therefore, in this study used Graphical Network Simulator 3 (GNS-3) to simulate single area and multi area to find out which concept of area is the most optimal in a network condition using the OSPF routing protocol. The parameters used as the performance measurement of the routing protocols are time Convergence and roundtrip time. Roundtrip times of single area using the OSPF protocol have a value of 183.4 ms, while multi area consisting of 3 areas and 5 areas using the OSPF routing protocol have a round-trip time of 175.6 ms and 179.1 ms. The convergence time in single area using the OSPF protocol has a value of 44.6 seconds, while multi area consisting of 3 areas and 5 areas using the OSPF routing protocol have a convergence time of 43.6 seconds and 40.6 seconds.
Implementasi MQTT Websocket Pada Sistem Pendeteksi Detak Jantung Alfrienza Tighfaraka Alifibioneri; Heru Nurwarsito; Rakhmadhany Primananda
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 12 (2020): Desember 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The development of the IoT (Internet of Things) technology era, the heart rate detection system can be integrated with the internet network, which can be accessed by the web or certain applications, so that heart rate monitoring is carried out more easily and efficiently. Hardware integration which includes Pulse Sensor, Wireless Transmission Module (ESP 8266 Module), Raspberry 3B and Arduino. 0.6% performance for sensor error rate and data transmission capability with packet loss <1% for ESP modules. The MQTT protocol is often used mainly because of low power consumption, low bandwidth, high scalability and very low overhead. This system will send data related to the heart rate that has been obtained to the server to be processed. After that, the data will be sent to the user's application in real-time. In connection with that, from the aspect of networking in the application of IoT on the system using QoS as a measurement method In this study using a pulse sensor that is placed on the wrist or fingertip to obtain heart rate data in bpm units, then the data is sent using MQTT to the Raspberry PI broker used, and users can access the website to view real heart rate data real-time. QoS Test Results for Delay parameters in heart rate data transmission using the MQTT protocol are classified as very good, resulting in QoS delay level 0 of 1.44 ms, QoS level 1 of 2.06 ms and QoS 2 of 2.35 ms. QoS for the Throughput parameter in heart rate data transmission uses the MQTT protocol for each data transmission with an average QoS level 0 of 930 kbps, QoS level 1 of 757 kbps and QoS 2 of 504 kbps. QoS for Packet Loss parameters in heart rate data transmission using the MQTT protocol is very good, resulting in packet loss of less than 1% with all QOS levels tested not finding packet loss.
Pengaruh Pergerakan Node Pada Protokol Routing Dynamic Manet On Demand (DYMO) Dalam Mobile Ad-Hoc Network (MANET) Made Widya Anjani; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 1 (2021): Januari 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

One type of Ad-hoc Network is Mobile Ad-hoc Network (MANET) is a collection of nodes that can move and communicate in a network. The move node causes the topology on the MANET network to change frequently. In addition, there is a possibility that nodes will move away from neighboring communication range. It can increase the risk of path failures for connection and impact network performance. The mobility model of one another can produce different results on each routing protocol. Testing is required to select the appropriate mobility models. This research uses the Dynamic MANET On Demand (DYMO) routing protocol and is applied with the mobility models of Random Waypoint (RWP) and Random Direction (RD). The research was conducted using Network Simulator 2.35 to perform the scenario of adding the number of nodes, the addition of the simulation area and the addition of maximum speed. The test parameters for each scenario are packet delivery ratio (PDR), end-to-end delay, throughput and packet loss. The effect of RD movement when testing the area, causes the width of the distance between nodes because the node moves to the edge of the simulation area so that packet loss is high compared to RWP where the distance between nodes is shorter because the movement is random in the middle of the simulation area. The results showed an average PDR value for RWP of 98.60% while RD was worth 96.16%. Then the average packet loss for RWP is 1.40%, while RD is worth 3.84%.
Implementasi Load Balancing Web Server Pada POX Controller Berbasis Penggunaan Memori Dengan Agen Psutil Pada Software Defined Network Cindy Zefira Afiani; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 1 (2021): Januari 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Increased requests to fulfill the needs of the user in accessing the internet occur as technology develops. The increasing number of requests is also accompanied by a very high increase in traffic which can cause overload. Web server load balancing method which is implemented in the network architecture known as software defined network can be a solution to improve the performance of the server. Several previous studies had implemented web server load balancing using algorithms like round robin, response time, and server resource based algorithms such as CPU usage based algorithm which had different performances. Resources of a server such as memory can serve as a parameter in the load balancing algorithm. The server with the smallest memory usage will service requests which are requested by the client. Memory usage based algorithm uses psutil agent to find out memory information on the server and is implemented in POX controller. The result of this study is sending requests by clients to the server with the smallest memory usage. The memory usage based algorithm is compared with the CPU usage based algorithm in terms of parameters such as throughput, response time, and memory utilization. In testing with 1800 requests as the largest connection requests, the memory usage based algorithm has a higher throughput value of 29.44 KB/s compared to the CPU usage based algorithm, which is 27.78 KB/s. Meanwhile, the memory usage based algorithm has a lower response time value of 5.68 ms compared to the CPU usage based algorithm, which is 5.88 ms. At the server with the highest memory capacity, the memory usage based algorithm has a lower memory utilization value of 12.94% compared to the CPU usage based algorithm, which is 13.20%.
Sistem Monitoring Tempat Sampah berbasis Internet of Things menggunakan Protokol MQTT Sukron Alfa Dani Setiawan; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 13 (2021): Publikasi Khusus Tahun 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Untuk dipublikasikan di International Journal of Innovative Technology and Exploring Engineering (IJITEE)
Pengiriman Data menggunakan Enkripsi Homomorphic Algoritma El-Gamal melalui Middleware pada IoT Smarthome Devano Mirza Nugroho; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 13 (2021): Publikasi Khusus Tahun 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Untuk dipublikasikan di International Journal of Information Technology and Electrical Engineering (IJITEE)
Sistem Monitoring KWH Meter berbasis Modul Komunikasi LoRa Muhammad Isman Suga; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 4 (2021): April 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Electricity is one of the necessities of human life. One of those that provide electricity services in Indonesia is a state-owned company, namely PLN. PLN itself has 2 categories of electricity customers, namely, prepaid and postpaid. Postpaid customers make bill payments according to the energy used for a period of 1 month. However, in reality in the field, according to the head of the daily management of YLKI (Indonesian Consumers Foundation), Tulus Abadi, PLN officials frequently record errors for postpaid customer electricity meters. The problem is that PLN is still monitoring customers manually for postpaid electricity. To overcome this, it is necessary to establish a kwh meter monitoring system for PLN customers. This monitoring system will send KWH usage data using the LoRa communication protocol which will then be sent through the gateway, then the data will be forwarded to the broker using the MQTT protocol and the data will be subscribed to by the client so that the data can be monitored regularly. In the research conducted, the author of this monitoring system has an average percentage of error data kwh of 0% and a wattage of 0.6% compared to other sensors KWE-PM01. For sending data from the sensor node to the client it can run well. At a distance of 100 meters to 300 meters, sending from the sensor node to the gateway is the best delivery in this study. Because the successful rate for testing single and multiple nodes at this distance, the packet can be received 100% by the gateway.
Analisis Perbandingan Kinerja Fisheye State Routing Protocol dan Greedy Perimeter Stateless Routing Protocol pada Vehicular Ad-Hoc Network dalam Lingkungan Jalan Perkotaan Bisma Arie Yaqudsa; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 5 (2021): Mei 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Vehicular Ad-Hoc Network (VANET) is a network which the development is devoted for node in form of mobile vehicle. As the frequent changes of node compotition, it is required a routing protocol that functions to determine the proper information dispatch line between nodes. The obstacles that are often found in cities is the vehicle density, the signal transmition barrier such as concrete, buildings, as well as the interfention and varied movements of the node, therefore it is needed a proper routing protocol to maintain the data transfer efficiently. By analyzing the performance comparation of FSR and GPSR protocol, it was obtained a trial parameter in form of End-to-End Delay, Packet Delivery Ratio and Throughput so that it would be found which one is the most efficient protocol to be implemented in urban area. By the vehicle density scenario, it was found that the denser of the vehicle, the lower of the performance and trial score and it was increasing as the density of vehicle was decreased. FSR protocol has the Packet Delivery Ratio average rate for about 22.398%, End to End Delay for about 0.45s and Throughput for about 0.337kbps. Meanwhile, GPSR protocol has Packet Delivery Ratio average rate for about 25.493%, end to end delay for about 0.64s and throughput for about 0.480kbps. Based on parameter score tested, it was concluded that GPSR is better to be used in VANET in urban environment.
Analisis Kinerja Protokol Routing Fisheye State Routing (FSR) dan Dynamic Source Routing (DSR) pada Mobile Ad-Hoc Network (MANET) M. Fatkur Rohman; Heru Nurwarsito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 5 (2021): Mei 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

MANET has 2 main types of routing protocols, namely reactive routing protocol and proactive routing protocol. One example of a reactive protocol is DSR (Dynamic Source Routing) and the proactive protocol is FSR (Fisheye State Routing). Mechanisms differ in communication, so the performance of the two routing protocols is different. The node route is so dynamic at any point in time, it can change and become one of the factors in the performance of the MANET routing protocol. In this study using DSR and FSR protocols because each type of routing protocol has a different algorithm significant impact on the performance of routing protocols in topology. MANET uses Network Simulator 2.35 with parameters End to End Delay, Routing Overhead, Packet Delivery Ratio and Thoughtput. The test scenario was carried out with variations in the number of nodes of 10, 25, 50, 75 and 100 nodes, and with variations in package sizes of 512, 1024 and 2048 bytes, and with speed variations of 5 m/s, 10 m/s and 15 m/s. The result is an average end-to-end delay based on the number of nodes, package size and node speed lower than the FSR protocol with an average value of 3.74 s, 5.32 s and 25.32 s. While with the average value of DSR protocol is 2.06 s, 3.08 s, and 72.27 s. For overhead routing tested based on number of nodes, package size and node speed are lower with an average value of 854.85 packets, 519.06 packages and 836.76 FSR protocol packages, while with an average value the DSR protocol is 61.02 packages, 36.15 packages and 153.6468 packages. Packet delivery ratio tested based on number of nodes, data package size and node speed are higher than FSR protocol with average values of 48%, 39% and 41%. While with the average value of DSR protocol is 94%, 95% and 92%. For throughput testing based on the number of nodes, package size and node speed is higher than the FSR protocol with an average value of 0.13 kbps, 0.20 kbps and 0.098 kbps while with an average value the DSR protocol is 0.23 kbps, 0.44 kbps and 0.87 kbps.
Co-Authors Adaby, Resnu Wahyu Adhi Kurniawan Aidi Rahman Aji Prasetya Wibawa Alfrienza Tighfaraka Alifibioneri Ananda Adiyatma Putra Andy Wiranto Aprino, Dani Ardia Regita Pramesti ari kusyanti Armansyah Armansyah Arshad, Mohammad Syafwan Aryadna Nareindra Atiqo Tuzumah Baharum, Zirawani Barlian Henryranu P Barlian Henryranu Prasetio Bekti Widyaningsih Bintang Mada Suharsono Bisma Arie Yaqudsa Bisma Prasetya Cahyo Prayogo, Cahyo Cindy Zefira Afiani Denny Sagita Rusdianto Denny Sagita Rusdianto Desman Desman Devano Mirza Nugroho Didik Suprayogo Dwiki Ansarullah Ervani Sofyana Putra Fathul Hakim Fauzi, Muhammad Rifqi Fedro Jordie T. H. Simangunsong Fegi Eriyani Ferdi Cezano Santosa Fernanda Yerisha Hartinah Ridwan Firlhi Kurniawan Firstian Satya Yulihardi Fitra, Ahmad Ali Yuddin Galeh Prehandayana Getdra Saragih Sumbayak Guntur Wahyu Pamungkas Hairulnizam Mahdin, Hairulnizam Hassan, Azman Herdian Zend Komara I Putu Krisna Yoga Tanaya Imam Cholissodin Imam Cholissodin Kamri, Khairol Anuar Kasyful Amron Kharisma Fadillah Kuni Yustika Dewi M. Fatkur Rohman Made Widya Anjani Mahendra Data Mahendra Data Maulana Yoga Wiyananta Mirsha Akbar Muhamad Alfarisi Muhamad Romdoni Rachman Wijaya Muhammad Arhangga Satriawan Muhammad Isman Suga Muhammad Rizqi Fauzi Naufal Hilmi Ni Luh Irma Arini Niar Ariati Novanto Yudistira Nurul Azmi Nurul Hidayat Oakley, Simon Pradana, Kevin Dion Andre Pramukantoro, Eko Sakti Priyambadha, Bayu Purnomo Budi Santoso Purnomo Budi Santoso Putra, Mahdiaffan Dwi Putu Gede Sayoga Rakhmadhany Primananda Reynaldi Firman Tersianto Reza Andria Siregar Ricky Yohanes Ridwan Eko Prasetyo Rifqi Raditya Wibowo Rifqi Zumadilla Pratama Rika Yunitarini Riksa Suta Adji Riski Manta Simanjorang Rizal Fahturrizqi Salman Al Farizi Sandya Ratna Maruti Sarah Atemalem Octaviana Toruan Satrio Trimada Tarigan Seisarrina, Maulidya Larasaty Setyawan P. Sakti Setyawan Purnomo Sakti Shofura Naufal Rifiera Simarmata, Gilbert Jonathan Sindy Alvionita Su-Cheng Haw Sukron Alfa Dani Setiawan Tesa Putri Cendani Tyo Enos Revan Gultom Velient Vinandha Verio Brika Sejahtera Wayan Firdaus Mahmudy Widhi Yahya Wijaya Kurniawan Winda Silviana Yuli Wahyuni