Migration of a Vehicle Tracking System Running on Relational Database to Big Data Environment

Authors : Ferhat Koçer, Selim Bayraklı

Pages : 161-168

Doi:10.55525/tjst.1364046

View : 34 | Download : 58

Publication Date : 2024-03-28

Article Type : Research

Abstract :Building a high-performance and scalable system has always been a challenge in tracking systems. At the root of this problem lies the excessive and real-time data overload. This paper aims to replace traditional approaches with big data approaches. In this study, a new big data ecosystem design for vehicle tracking system architecture is presented. The aim is to process real-time and extremely fast-generated location/tracking data very fast and increase the overall system performance. The process speed performance of the newly developed big data ecosystem is compared with the table query speed performance of a relational database. As a result of the comparison, the query speed of the big data ecosystem was found to be much faster than that of the relational database management system.
Keywords : araç takip sistemi, uydu takip sistemi mimarisi, büyük veri, cassandra, kafka