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All Journal JOURNAL OF BUSINESS AND ECONOMICS RESEARCH (JBE) International Journal of Education, Social Studies, And Management (IJESSM) Innovative: Journal Of Social Science Research Journal of International Multidisciplinary Research Journal Innovations Computer Science
Ningsih, Liasulistia
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Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Law, Crime, Criminology & Criminal Justice Public Health Other

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Journal : Journal Innovations Computer Science

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Implementation of Edge Computing for Optimizing Sensor Data Collection in Smart Buildings Fajri, T. Irfan; Ningsih, Liasulistia; Octiva, Cut Susan; Hakim, Muhammad Lukman; Hasma, Nur Amalia
Journal Innovations Computer Science Vol. 4 No. 2 (2025): November
Publisher : Yayasan Kawanad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56347/jics.v4i2.369

Abstract

The development of the Internet of Things (IoT) has driven the implementation of smart buildings that rely on real-time sensor data collection and analysis. However, cloud computing-based systems often face problems of high latency and large network loads. This research implements an edge computing architecture to optimize sensor data collection in smart buildings. A prototype was built using edge nodes (Raspberry Pi) that process data from temperature, humidity, light, and motion sensors locally before sending it to the cloud. Test results show that edge computing can reduce latency by up to 45% and reduce data traffic to the cloud by 60%, while also improving the energy efficiency of sensor devices. Thus, edge computing has been proven to effectively improve the performance and efficiency of data collection systems in smart buildings
Co-Authors Aglis Andhita Hatmawan, Aglis Andhita Arisna, Puput Hamzah, Ramadhani Hartini Hasma, Nur Amalia Muhammad Lukman Hakim, Muhammad Lukman Musdirwan, Musdirwan Mutasar Octiva, Cut Susan Saut Maruli Tua Pandiangan Shifa, Mutiara Suhendra, Noval Tanjung, Indra Ismayudi