Route Subnetwork Generation using OpenStreetMap Data for Emergency Response Problem Modeling in Indonesia

Yohanes Gultom, Toto Haryanto, Heru Suhartanto

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Route subnetwork generation is useful in modeling disaster emergency response operation problems such as evacuation, aid distribution, and personnel scheduling. Through this paper, we propose an end-to-end approach of generating a subnetwork based on a list of points of interest (villages, shelters, depots, etc) and publicly available data using a combination of opensource tools. Our final product is an opensource software published in a public code repository. We also present some experiments for three emergency response operations in Indonesia: the Yogyakarta earthquake (2020), Jakarta flood (2013), and Lombok earthquake (2018). Subnetwork generation with a muticore CPU was able to produce an average speedup of 1.67 times for the three disaster locations. For further research, the use of the Graphics Processing Unit (GPU) can be considered to accelerate the subnetwork generation process.

Original languageEnglish
Title of host publication2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665442640
DOIs
Publication statusPublished - 2021
Event13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021 - Depok, Indonesia
Duration: 23 Oct 202126 Oct 2021

Publication series

Name2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021

Conference

Conference13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021
Country/TerritoryIndonesia
CityDepok
Period23/10/2126/10/21

Keywords

  • emergency response
  • openstreetmap
  • subnetwork

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