%0 Conference Proceedings
%T A Scalable Data Pipeline for Realtime Geofencing Using Apache Pulsar
%+ Sri Sivasubramaniya Nadar College of Engineering (SSN College of Engineering)
%A Sundar Rajan, K.
%A Vishal, A.
%A Babu, Chitra
%Z Part 1: Machine Learning (ML), Deep Learning (DL), Internet of Things (IoT)
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 4th International Conference on Computational Intelligence in Data Science (ICCIDS)
%C Chennai, India
%Y Vallidevi Krishnamurthy
%Y Suresh Jaganathan
%Y Kanchana Rajaram
%Y Saraswathi Shunmuganathan
%I Springer International Publishing
%3 Computational Intelligence in Data Science
%V AICT-611
%P 3-14
%8 2021-03-18
%D 2021
%R 10.1007/978-3-030-92600-7_1
%K Geofencing
%K Apache pulsar
%K Stream processing
%K Scalable data pipeline
%Z Computer Science [cs]Conference papers
%X A geofence is a virtual perimeter for a real-world geographic area. Geofencing is a technique used to monitor a geographical area by dividing it into smaller subareas demarcated by geofences. It can be used to create triggers whenever a device moves across a geofence to provide useful location-based services. Since real-world objects tend to move continuously, it is essential to provide these services in real-time to be effective. Towards this objective, this paper introduces a scalable data pipeline for geofencing that can reliably handle and process data streams with high velocity using Apache Pulsar - an open-source Publish/Subscribe messaging system that has both stream processing and light-weight computational capabilities. Further, an implementation of the proposed data pipeline for a specific real-world case study is presented to demonstrate the envisaged advantages of the same.
%G English
%Z TC 12
%2 https://inria.hal.science/hal-03772937/document
%2 https://inria.hal.science/hal-03772937/file/512058_1_En_1_Chapter.pdf
%L hal-03772937
%U https://inria.hal.science/hal-03772937
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC12
%~ IFIP-ICCIDS
%~ IFIP-AICT-611