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Design of API Gateway as Middleware on Platform as a Service Dita Oktaria; Joel Andrew M. K. Ginting; Maman Abdurohman; Rahmat Yasirandi
Indonesia Journal on Computing (Indo-JC) Vol. 6 No. 3 (2021): December, 2021
Publisher : School of Computing, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34818/INDOJC.2021.6.3.597

Abstract

The process of building a platform is a process that consists of various stages, there is a focus of work and requires different preparation, but until now there has been no awareness in utilizing data and information sources that have been available to be used as a basis for developing or creating a platform that is able to improve quality a system of integrity. For this reason, a Platform as a Service (PaaS) architecture was built which provides application development services to process data and information obtained from practicum activities during the lecture period based on cloud computing using the Service Oriented Architectural (SOA) method. The API gateway is used as middleware system. The results of the implementation and analysis carried out prove that the architecture using the API gateway as a built-in middleware can be considered to develop the Telkom University lab service system. Although there are adjustments to resources and needs, but the purpose of this architectural development has generally been realized. From the results of tests performed on a platform architecture that uses a gateway API, it produces RTT 2.081 seconds, 45 MB memory, and 8% CPU for each user in 100 users.
IT Asset Assessment Using Quantitative Risk Analysis (QRA) Method at XYZ Cafe Rahmat Yasirandi; Emiya Fefayosa Br Tarigan
Indonesia Journal on Computing (Indo-JC) Vol. 6 No. 3 (2021): December, 2021
Publisher : School of Computing, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34818/INDOJC.2021.6.3.613

Abstract

Many companies are starting to invest in information technology (IT) assets to improve their business performance and services in this era. This includes modern cafes, which are becoming a promising business trend, especially if they have branches in various places. As with XYZ Cafe, IT Assets play an essential role in running the business. This research has succeeded in utilizing the Quantitative Risk Analysis (QRA) Method to perform calculations and tabulations for any potential risks. The results show the increase in the value of losses by 371.5% of the issued IT Asset investment capital, or 477,388,063 Rupiah. In detail, through Across Asset Analysis, Across Asset Value is at the top of the rank, namely Mini PC, with a loss value of 127,440,000 Rupiah. Through Across Risk Analysis, the Accidental Errors is in the first rank with a loss value of 184,038,000 Rupiah. This result implies that stakeholders can develop and plan mitigation actions to reduce potential losses for the company. Mitigation actions can be in the form of regulations, standard operating procedures (SOP), proposed monitoring applications, or strategic plan at top-level management so every threat and risk can be controlled and managed.
Bagaimana IoT Dapat diManfaatkan untuk Melatih Keterampilan Motorik Kasar Melalui Permainan Hopscotch? Irvan Naufali Rahmanto; Novian Anggis Suwastika; Rahmat Yasirandi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 4 No 3 (2020): Juni 2020
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (504.581 KB) | DOI: 10.29207/resti.v4i3.1962

Abstract

Motor development is the result of changes caused by physical growth, muscle strengthening, and the ability to interact with the environment. There are two types of motor development, namely gross motor and fine motor. The best age for a child for motor development is 0 to 8 years. At the age of 4 to 6 years mostly of children's gross motor activities related to balance and coordination. Child’s development of gross motor can be achieved by stimulating using games. Hopscotch is type of game that implements balance and coordination skills that support the development of gross motor skills. In Indonesia, children aged 4 years to 6 years have started to enter the Early Childhood Education and Kindergarten level. When the child is at school, parents cannot provide motor stimulation and must wait for the child's motor development reports submitted by the teachers. In this study we implemented system to stimulate the development of gross motor balance and coordination in children aged 4 to 6 years using hopscotch game integrated with Internet of Things (IoT) technology. IoT provides the ability to read, record, and evaluate children's activities and publish their results online for parents to access. This system is evaluated based on the system's functionality and performance parameters. From the test results found that the functionality of the system runs 100% by the specified function. The system performance test results from the sensor readings are under 1 second and the accuracy of the assessment activity of the first test variation of the foot position in the middle of 68.75%, and the foot position at the edge of 81.25% with the program delay setting from the node to the IoT platform an average of 1 second.
Footstep Recognition Using Mel Frequency Cepstral Coefficients and Artificial Neural Network Thasya Nurul Wulandari Siagian; Hilal Hudan Nuha; Rahmat Yasirandi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 4 No 3 (2020): Juni 2020
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (326.877 KB) | DOI: 10.29207/resti.v4i3.1964

Abstract

Footstep recognition is relatively new biometrics and based on the learning of footsteps signals captured from people walking on the sensing area. The footstep signals classification process for security systems still has a low level of accuracy. Therefore, we need a classification system that has a high accuracy for security systems. Most systems are generally developed using geometric and holistic features but still provide high error rates. In this research, a new system is proposed by using the Mel Frequency Cepstral Coefficients (MFCCs) feature extraction, because it has a good linear frequency as a copycat of the human hearing system and Artificial Neural Network (ANN) as a classification algorithm because it has a good level of accuracy with a dataset of 500 recording footsteps. The classification results show that the proposed system can achieve the highest accuracy of validation loss value 57.3, Accuracy testing 92.0%, loss value 193.8, and accuracy training 100%, the accuracy results are an evaluation of the system in improving the foot signal recognition system for security systems in the smart home environment.
Klasifikasi Data Aktivitas Setelah Joging Menggunakan Fuzzy Logic M. Deta Gian Faiz; Andrian Rakhmatsyah; Rahmat Yasirandi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 5 No 3 (2021): Juni 2021
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (436.4 KB) | DOI: 10.29207/resti.v5i3.2938

Abstract

One of the routine activities that cause a lot of body fluids is jogging. Research shows that excessive jogging can disrupt the balance of body fluids so that you tire quickly in the long run. As a result, the body releases too much fluid. This makes someone forget or underestimate the need for fluids in the body. In this study, a detection system for body temperature, ambient temperature and heart rate was built for the classification of dehydration in the body to maintain fluid stability in the body. The system is built using the Pulse Sensor, Mlx90614, OpenWeatherAPI and the Android Platform. This study uses the Mamdani Fuzzy Logic method to determine the classification of user dehydration. The results of the research analysis contained a calibration test of the MLX90614 sensor against the Thermogun with an Error Rate value of 2.01% and an RMSE value of 0.9. Testing the Pulse Sensor against the Oximeter produces an Error Rate value of 1.54% and an RMSE value of 0.7. There is a difference in the difference in Deffuzification values ​​due to differences in the fixed points for each library. Matlab fixed point with a value behind the three digit point, 16 digit Fuzzy Sci-kit and the Builded System using a 15 digit point value.
Analysis and Design of a Route Recommendation System and Bicycle Rental Fees at Tourist Destinations with Genetic Algorithms Danu Fawwaz Gimnastian; Rahmat Yasirandi; Dita Oktaria
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 2 (2022): April 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i2.3749

Abstract

The tourism sector is one of the country's most significant sources of income, especially in Indonesia. This is inseparable from many visitors or foreign tourists who come to Indonesia. Bandung is a tourist destination that is famous for its natural beauty and traditional culture, one example is in Desa Alamendah which has several tourist destinations, namely agro-tourism, nature tourism, and cultural tourism. However, access that can be passed from every tourist spot in Desa Alamendah can only be given on foot or by bicycle. Responding to this matter, bicycle facilities as a means of rotation are needed to access tourist attractions in Desa Alamendah. Based on these problems, this study aims to create a recommendation system for tourist attractions and bicycle rentals using an application in Desa Alamendah, Bandung. Using the Genetic Algorithm, an algorithm that can solve multi-objective problems can be applied to a tourist spot recommendation system in Desa Alamendah. In this system, the Genetic Algorithm is also used to determine fares based on the total distance traveled, so that bicycle rentals are more efficient. The study combines Google Maps as an appropriate route selection based on the recommendation of tourist destination points that tourists can visit using Genetic Algorithms, so that bicycle rentals are more efficient. This is study combines Google Maps as an appropriate route selection based on the recommendation of tourist destination points that tourists can visit using Genetic Algorithms. So that bicycle rentals are more efficient. The study combines Google Maps as an appropriate route selection based on the recommendation of tourist destination points that tourists can visit using Genetic Algorithms. Based on the results of tests that have been carried out in the process of forming tourist attractions recommendations with a Genetic Algorithm that using mutation probability 1.0 and Crossover Probability 0.6, can produce a Mobile Application with a Genetic Algorithm as a tourist spot recommendation system in Desa Alamendah. In addition, it also can provide recommendations, namely displaying tourist points, route using Google Maps. The rental fee is based on the total distance traveled.
Optimization of Piezoelectric Sensor Based Lighting Power Management Using Fuzzy Logic Mamdani Devani Adi Permana; Rahmat Yasirandi; Dita Oktaria
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 4 (2021): Oktober 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i4.3248

Abstract

Information is a very important thing from time to time. Lighting is needed by humans to support their daily activities. The problem of the lighting sector today is energy efficiency which is still not resolved. Where the use of electricity for lighting is still using old technology that is not environmentally friendly and costs a lot of money per month. One of the concepts of IoT, namely smart lighting, emerged as a solution to overcome problems in the lighting sector. However, the current smart lighting still requires a direct power source from the government (PLN), In addition, sectors such as tourist attractions in rural areas still need to be considered because there are still many areas that do not have a power source that can be used for street lighting. the tourist attraction. So we need a smart lighting technology that can produce its own power source to reduce the electricity costs that must be incurred. This study aims to build a tool or device that can manage and optimize the energy expended by building an IoT device using a piezoelectric sensor as the main material to generate an electric field that will produce electrical energy for lighting or lighting in rural tourist destinations and using fuzzy algorithms. Mamdani logic is a determinant of the intensity of the light obtained from the light sensor on the IoT device. The overall results of the system that has been built can work properly and the Mamdani fuzzy algorithm can be used properly with an accuracy of 93% power saving at the time of testing. In addition, the monitoring system built is also following the data obtained from the system. The suitability between the fuzzy system and Matlab as a whole is in accordance with the value of 100%
PERANCANGAN MODEL SERVICE ORIENTED ARCHITECTURE (SOA) PADA PROSES PRODUKSI OBAT BERDASARKAN CARA PEMBUATAN OBAT YANG BAIK (CPOB) Muhammad Al Makky; Rahmat Yasirandi
JIKO (Jurnal Informatika dan Komputer) Vol 4, No 1 (2021)
Publisher : Journal Of Informatics and Computer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/jiko.v4i1.2881

Abstract

Organisasi industri farmasi pada proses produksi obat dan bahan obat berupaya untuk melakukan monitoring operasional kegiatan mengenai kerusakan mesin, persediaan, perubahan product mix, meminimalkan kemacetan produksi, dan penjadwalan pesanan bekerja melalui pabrik. Selain itu, diharapkan konsep green environment pada proses produksi obat dan bahan obat dapat meminimalisasi konsumsi kertas. Dalam hal ini, teknologi informasi (TI) dapat digunakan dalam proses penjadwalan, melakukan pengendalian tentang kualitas produk, serta berperan dalam mengatur persediaan dan memberikan laporan mengenai seluruh proses bisnis yang terjadi dalam organisasi. Selain itu, integrasi TI bertujuan menggabungkan sistem informasi yang tadinya terpisah untuk sebuah sumber daya informasi yang lebih lengkap dan menyeluruh bagi organisasi industri farmasi. Tetapi, besarnya dana atau anggaran yang dibutuhkan untuk mengimplementasikan teknologi sampai dengan pembiayaan pemeliharaannya menjadi masalah. Service Oriented Architecture (SOA) merupakan solusi alternatif untuk mengatasi masalah-masalah pada perusahaan industri farmasi. SOA menawarkan sebuah infrastruktur yang baik dengan kemampuan integrasi yang sudah terkelola, dan tentunya akan berdampak pada meningkatnya reliability, kemudahan pertukaran informasi antar aplikasi, mengurangi pengaruh jika terjadi perubahan, dan tentu dapat menekan biaya-biaya untuk keperluan integrasi dan modifikasi aplikasi. Model rancangan SOA dibuat mengikuti proses bisnis proses produksi obat dan bahan obat yang didasari oleh dokumen pedoman Cara Pembuatan Obat yang Baik (CPOB). Hasilnya membuktikan bahwa rancangan SOA dapat digunakan untuk membangun aplikasi proses produksi obat dan bahan obat serta dapat menjadi layanan untuk sistem lain bertukar data.
Implementasi Fuzzy Logic pada Penjadwalan Pengairan Irigasi (Studi Kasus : BPSDA Serayu Citanduy) Krisna Ardhi Tama; Maman Abdurohman; Rahmat Yasirandi
Journal of Computer Science and Informatics Engineering (J-Cosine) Vol 4 No 2 (2020): December 2020
Publisher : Informatics Engineering Dept., Faculty of Engineering, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jcosine.v4i2.320

Abstract

Abstract - Irrigation system is an activity to get water to facilitate agricultural activities. The activity is to drain and provide water regularly to the land and then use it for land needs. This irrigation system has been implemented by BPSDA Serayu Citanduy, Central Java by using river water. Intelligent control system using Sugeno fuzzy algorithm in this study can determine the proper scheduling. The stages in the Sugeno fuzzy method are to form Fuzzy sets and then implement the implication function, the next process is Defuzzification. An intelligent control system prototype for scheduling soil irrigation using LoRa as a telemetry medium. Sugeno fuzzy algorithm application is to measure the discharge in river water and then compare it with the area of agricultural land. In this study using 50 hectares of land area and 38.18 L/sec water discharge resulted in 74 minutes.
PENGUKURAN IT READINESS PADA KBRI QUITO EKUADOR SEBAGAI PERWAKILAN PERTUKARAN BUDAYA MENGGUNAKAN TRI MODEL Rahmat Yasirandi; Dita Oktaria; Muhammad Karoma Yuda
Jurnal Tekinkom (Teknik Informasi dan Komputer) Vol 4 No 2 (2021)
Publisher : Politeknik Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37600/tekinkom.v4i2.343

Abstract

The use of online platforms in cultural exchange is something new, so everyone has a different level of readiness. Therefore, a review is needed to determine a person's level of readiness to accept technology. In line with the existing problems, this study was made to measure the level of readiness to adopt technology. This study selects a case study of online platform technology in cultural exchange. The measurement method used in this study uses the Technology Readiness Index (TRI) model. This study used 8 official staff of the Indonesian Embassy in Quito as the sample. Research data collection is done by distributing questionnaires. After the data is collected, data analysis is carried out using the TRI value test. From the TRI test, the value is 3.49, where the value is categorized at the Medium Technology Readiness level. In the TRI model, the level of readiness is categorized as Medium Technology Readiness if the TRI value is between 2.90 to 3.51. From the results obtained, it can be concluded that the official staff of the Indonesian Embassy in Quito are ready to implement cultural exchange with an online platform, because the level of readiness is in the Medium Technology Readiness category.
Co-Authors Afif Dhiaulhaq Ainun Azizah Aji Gautama Putrada Alfitranta Armikha Zahri Alifudin, Ridhwan Andi Annisa Shalsa Hardiyanti AS Andrian Rakhmatsyah Annisa Gustien Widowati Annisa Marwa Nursantoso Anom, Rahmat Indira Pratama Arif Indra Irawan Ariq Musyaffa Ramadhani Arrauf, Moh Fawwaz Asyfa Dwi Olyvia Bernadus Ricardo Saputra Cintya Risquna Risquna Danu Fawwaz Gimnastian Devani Adi Permana Dita Oktaria Doan Perdana Emiya Fefayosa Br Tarigan Endro Ariyanto Erlandya, Moch Rizky Gumelar Erwin Susanto Falea Amira Nafisa Fauzi Fadhlurrahman Susanto Febrianti, Amalia Rizki Hamzah Misbachul Adlan Hans Prabowo Hilal Hudan Nuha Irvan Naufali Rahmanto Isa Mulia Insan Jati Hiliamsyah Husen Jati, Riyan Kuncoro Joel Andrew M. K. Ginting Kimberly Kailla Kobthong Ladkoom Krisna Ardhi Tama M Alvie Helmuzar M. Deta Gian Faiz Maman Abdurohman Maslin Masrom Maulidatul Aulia Zahib Mirza Qusyairi, Mohammad Mohamad Arya Mandalika Mohammad Mirza Qusyairi Muhammad Aditya Tisnadinata Muhammad Al Makky Muhammad Faridz Setiawan Muhammad Faris Ruriawan Muhammad Johan Alibasa Muhammad Karoma Yuda Muhammad Kukuh Alif Lyano Muhammad Mirza Qusyairi Muhammad Rizki Adiwiganda Muhlis Anwar Nasruddin, Itsna Siha Arzaqi Adma Novian Anggis Suwastika Nuha, Hilal H Parman Sukarno Qonita, Qori Qusyairi, Mohammad Mirza Rahmat Indra Pratama Anom Rahmat Irianto Raihan Armadyana Ramadhan, Arga Revi Raka Putra Ridha Muldina Negara Ridhwan Alifudin Rio Guntur Utomo Santiago Paul Erazo Andrade Seiba Shonia Sidik Prabowo Sri Rezeki Stelamaris, Bonefasia Salvatore Sukmaji, Muhammad Thanasopon, Bundit Thasya Nurul Wulandari Siagian Wajdi, Halim Zaky Jacoeb , Yusoff