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All Journal JUSIFO : Jurnal Sistem Informasi Jurnal Teknologi dan Sistem Komputer IWJ : Inland Waterways Journal
Firzatullah, Raden Muhamad
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Computer Science & IT Electrical & Electronics Engineering Transportation

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Journal : Jurnal Teknologi dan Sistem Komputer

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Spatial Skyline Query Based on Surrounding Environment Untuk Data Streaming Menggunakan Apache-Spark Firzatullah, Raden Muhamad; Djatna, Taufik; Annisa, Annisa; Andrianingsih, Andrianingsih
Jurnal Teknologi dan Sistem Komputer Volume 10, Issue 2, Year 2022 (April 2022)
Publisher : Department of Computer Engineering, Engineering Faculty, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jtsiskom.2022.14268

Abstract

Previous research on Spatial Skyline Query Based on Surrounding Environment left a challenge in finding skyline objects that support the use of mobile devices. This study introduces a method that allows users to search for spatial objects dynamically. Cloud-based streaming data services are currently available to support the dynamic search of spatial skyline objects. Under these conditions, streaming data requires a longer processing time. This study aims to examine the effectiveness and efficiency of Apache-Spark in developing Spatial Skyline Query Based on Surrounding Environment in processing streaming data. Further implementation of the developed algorithm can provide better location access for users on mobile devices. Comparative analysis of algorithm execution time is performed by comparing algorithm processing on a single processor and cluster computing using various evaluation parameters. The test results on each parameter show that the computation time of the proposed algorithm on a single computation is not as good as the previous algorithm. However, in cluster computing, the proposed algorithm is superior
Co-Authors Andi Hendra Andrianingsih Annisa Annisa Erliza Hambali Nouval Trezandy Lapatta Nur Rohman Sari, Desti Yuvita