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Purnomosidi, Bambang
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Computer Science & IT

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DATA PIPELINE ARCHITECTURE FOR ACADEMIC INFORMATION SYSTEM AT AKADEMI TEKNIK BIAK Israel Mnsen, Heman Koreri; Purnomosidi, Bambang; Kartadie, Rikie; Kurnaedi, Didi
Journal of Intelligent Software Systems Vol 3, No 1 (2024): July 2024
Publisher : LPPM UTDI (d.h STMIK AKAKOM) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jiss.v3i1.1335

Abstract

In development a information system Intergrated, Architecture planning is the first step must be established. The planning of development in a information system is needed in order to a system can be running according to necessity. The data is used for this research, that is internal data of Biak Technical Academy College and external data of Institution of high education service at IV area in Biak Papua. The main goal of this research is design architecture pipelines data of ATB college. The architecture of pipelines is used for carrying resources of big data from one area to the other area in far distance to be efficiency. The method is used for this research, that is Estract Transform Load (ETL). The process of estract data is needed a special supporting library on apache spark in using library spark session. This spark session is established in order to call data of Biak Technical Academy college with csv extension can be run on apache spark. After the process of estract is established, apache spark will read data with csv extension and establish transform data. The process of transform data csv extension will be loaded in to a frame data as a output of processing ETL The result of research is apache spark technology can be easy for writers in design process information system of Biak Technical Academy and to be one of the best solution in processing Estract Load Transform (ETL) data with the big scale and real-time
Microservices Architecture in Point of Sales Application Based on Restful API and Webhook Arif Setiadi, Rizki; Purnomosidi, Bambang; Andriyani, Widyastuti Andriyani; Candra Nursari, Sri Rezeki
Journal of Intelligent Software Systems Vol 3, No 1 (2024): July 2024
Publisher : LPPM UTDI (d.h STMIK AKAKOM) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jiss.v3i1.1336

Abstract

Layanan mikro adalah kumpulan proses kecil dan independen yang berkomunikasi dengan satu sama lain untuk membuat aplikasi kompleks yang tidak bergantung pada bahasa API tertentu. Dalam penelitian ini, penulis berupaya mengimplementasikan Microservices Architecture, RESTful API, dan Webhook pada aplikasi Point of Sale untuk mencapai sistem dengan kinerja, kecepatan, dan skalabilitas yang unggul, terutama dalam pertukaran dan komunikasi data.  Penelitian ini menggabungkan dua metodologi pengujian penting, yaitu unit pengujian dan pengujian fungsional, untuk memastikan ketahanan dan keandalan aplikasi Point of Sale berbasis Microservices. Unit pengujian fokus pada validasi masing-masing komponen dan fungsi dalam sistem, sedangkan pengujian fungsional menilai fungsionalitas dan perilaku aplikasi secara keseluruhan. Pendekatan pengujian ini bertujuan untuk meningkatkan kualitas dan kehalusan sistem.  Temuan penelitian ini menunjukkan bahwa implementasi Microservices Architecture berbasis RESTful API dan Webhook berhasil meningkatkan akurasi input data pada aplikasi Point of Sale yang dibuktikan dengan perhitungan pada konfusi matriks. Sebelum diterapkan webhook, akurasinya hanya 80 persen, namun setelah diterapkan, akurasinya meningkat hingga 100 persen
Co-Authors Andriyani, Widyastuti Andriyani Arif Setiadi, Rizki Israel Mnsen, Heman Koreri KURNAEDI, DIDI Rikie Kartadie