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All Journal Jurnal Pendidikan Transformatif Polygon: Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Annisa Laili Tanzila
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Computer Science & IT Education Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media

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Penerapan Hubungan Hardware-Software pada Sistem Operasi Android dalam Pengelolaan Sensor Fingerprint Annisa Laili Tanzila; Aldi Muhammad Reski
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 3 No. 6 (2025): November : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v3i6.817

Abstract

Android continues to innovate, and biometric systems particularly fingerprint sensors must operate with high efficiency. However, the main challenge lies in the communication between hardware and software, which often causes high latency, excessive power consumption, and protocol incompatibility between components. As a result, authentication speed decreases and system stability is compromised, especially on mid- to low-range devices. This study explores various implementations of Android-based fingerprint systems, focusing on how sensor modules interact with the microcontroller or Trusted Execution Environment (TEE) and the operating system through a hardware-software co-design approach to evaluate integration efficiency across all layers. The analysis reveals that conventional protocols such as Bluetooth or serial connections still cause delays, while improvements in drivers and the Hardware Abstraction Layer (HAL) can significantly reduce latency. As a solution, the researchers propose a co-design optimization approach that utilizes data flow normalization within the HAL and adopts lightweight communication protocols to accelerate the verification process. Based on the test results, this approach successfully improves efficiency—authentication time is reduced by up to 35% and power consumption decreases by approximately 15%. Therefore, the efficiency of communication between hardware and software becomes a key factor in enhancing the performance and reliability of fingerprint systems on Android devices.
Edukasi Penerapan Statistika dalam Pengolahan dan Analisis Data Informasi Nur Ade Yani; Annisa Laili Tanzila; Ratu Fitri Salsabila; Riska Fitri
Jurnal Pendidikan Transformatif Vol. 4 No. 7 (2025): Desember 2025
Publisher : Yayasan Aya Sophia Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.9000/jupetra.v4i7.2275

Abstract

Statistika memiliki peran penting dalam pengolahan dan analisis data informasi, khususnya dalam mendukung kualitas informasi dan pengambilan keputusan berbasis data. Penelitian ini bertujuan untuk mengkaji penerapan statistika dalam pengolahan dan analisis data informasi serta implikasinya bagi bidang manajemen informatika. Metode penelitian yang digunakan adalah studi pustaka dengan pendekatan kualitatif deskriptif, melalui penelaahan berbagai buku dan artikel jurnal ilmiah yang relevan. Hasil kajian menunjukkan bahwa penerapan statistika, baik statistika deskriptif maupun inferensial, berperan dalam mengorganisasi data, menyederhanakan data mentah, menganalisis pola dan hubungan data, serta menghasilkan informasi yang akurat dan dapat dipertanggungjawabkan. Selain itu, statistika memberikan manfaat dalam meningkatkan efisiensi sistem informasi, mendukung pengambilan keputusan, dan memperkuat evaluasi serta pengembangan sistem informasi. Implikasi kajian ini menunjukkan bahwa penguasaan statistika menjadi kompetensi penting bagi mahasiswa dan praktisi manajemen informatika dalam menghadapi kebutuhan pengelolaan data di era digital.
Co-Authors Aldi Muhammad Reski Nur Ade Yani Ratu Fitri Salsabila Riska Fitri