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All Journal Jurnal Minfo Polgan (JMP) IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Aqsha Maulana Ilham
Politeknik Manufaktur Bandung
Computer Science & IT Control & Systems Engineering Library & Information Science Mathematics Social Sciences

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Analisis tingkat pemahaman mahasiswa teknologi rekayasa informatika industri terhadap penggunaan bahasa pemrograman python dalam pembelajaran Pemrograman Ali Musthofa Baharudin; Aqsha Maulana Ilham; Arum Sita Resmi; Bella Firdha Azkia; Naufal Reswara; Ihsan Tanama Sitio
IT Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi Vol 5 No 2 (2026): IT-Explore Juni 2026
Publisher : Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24246/itexplore.v5i2.2026.pp151-166

Abstract

Python programming has become a fundamental competence in the digital era, yet students often struggle to transform algorithmic logic into functional code. This gap between conceptual understanding and practical implementation skills requires a thorough investigation into learning challenges within the Industrial Informatics Engineering Technology (TRIN) program at Politeknik Manufaktur Bandung. Grounded in Bloom's Revised Taxonomy and Cognitive Load Theory, this descriptive quantitative study utilized a Likert-scale questionnaire and an objective comprehension test administered to 87 third-year students. Data were analyzed using descriptive statistics to map performance across three aspects: conceptual understanding, syntactic comprehension, and implementation ability. Results indicate the conceptual aspect achieved the highest average of 4.15, followed by syntax at 3.56 and implementation at 3.54, with objective test accuracy rates of 76.09%, 65.52%, and 67.36%, respectively. Major obstacles identified include difficulties with looping, debugging, and comparison operators. Therefore, enhanced structured practice and Project-Based Learning approaches are recommended to strengthen students' implementation competencies.
Implementasi Validasi Transaksi ACID dan Protokol Hybrid pada Orkestrasi Multi-Robot di SmartEDU Station Warehouse Yuliadi Erdani; Ahshonat Khoerunnisa; Aqsha Maulana Ilham; Sarosa Castrena Abadi; Abyanuddin Salam; Adhitya Sumardi Sunarya
Jurnal Minfo Polgan Vol. 15 No. 2 (2026): Artikel Penelitian
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v15i2.16308

Abstract

Implementasi Cyber-Physical System (CPS) pada smart warehouse sering kali terkendala oleh masalah integritas data dan ketidaksesuaian protokol komunikasi antara lapisan Teknologi Informasi (IT) dan Teknologi Operasional (OT). Penelitian ini berfokus pada implementasi validasi transaksi berbasis ACID (Atomicity, Consistency, Isolation, Durability) dan integrasi protokol hybrid untuk mengorkestrasi Autonomous Mobile Robot (AMR) dan Articulated Robotic Arm (ARM) di lingkungan SmartEDU Station Warehouse. Arsitektur backend dibangun menggunakan Express.js sebagai gerbang validasi ACID, sementara Node-RED bertindak sebagai middleware yang menjembatani komunikasi hybrid, yaitu REST API untuk telemetri AMR dan Modbus TCP untuk kontrol ARM. Pengujian dilakukan sebanyak 50 siklus operasional penuh secara real-time. Hasil penelitian menunjukkan bahwa lapisan backend mencapai tingkat keberhasilan (success rate) 100% dalam mencegah race condition dan inkonsistensi data melalui mekanisme rollback otomatis. Performa protokol hybrid terukur sangat efisien, dengan latensi penulisan Modbus TCP rata-rata 14–25 ms dan interval optimal REST API pada 2000 ms yang hanya menghasilkan CPU load sebesar 0,2–4,1%. Waktu respons middleware terbukti stabil pada rentang 191–196 ms di setiap skenario pengujian. Hal ini mengonfirmasi bahwa penerapan validasi ACID pada arsitektur terdesentralisasi ini tidak membebani performa latensi sistem, sekaligus menjamin keamanan sinkronisasi data IT-OT.
Co-Authors Abyanuddin Salam Adhitya Sumardi Sunarya Ahshonat Khoerunnisa Ali Musthofa Baharudin Arum Sita Resmi Bella Firdha Azkia Ihsan Tanama Sitio Naufal Reswara Sarosa Castrena Abadi Yuliadi Erdani, Yuliadi