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Enabling Analysis and Visualization of Transportation Big Data

  • Stephen Rees
  • , Jonathan Sprinkle
  • , Xia Wang
  • , Matthew Bunting
  • , Daniel B. Work
  • , Jonathan W. Lee
  • , Maria Laura Delle Monache
  • , Alexandre M. Bayen
  • , Benedetto Piccoli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Transportation studies generate massive amounts of data that are difficult to store, process, query and visualize quickly and easily. Overcoming these challenges are an essential aspect of making the collected data useful to both the original study and other research that could build on the results. We explore the impact of database implementation, specifically IoTDB, on these aspects of data management with respect to transportation on existing datasets.

Original languageEnglish (US)
Title of host publicationProceedings of the 2025 Workshop on Design Automation for CPS and IoT, DESTION 2025, 2025 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2025 Workshops
PublisherAssociation for Computing Machinery, Inc
ISBN (Electronic)9798400716041
DOIs
StatePublished - Jun 5 2025
Event2025 Workshop on Design Automation for CPS and IoT, DESTION 2025, co-located with 2025 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2025 Workshops - Irvine, United States
Duration: May 6 2025May 9 2025

Publication series

NameProceedings of the 2025 Workshop on Design Automation for CPS and IoT, DESTION 2025, 2025 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2025 Workshops

Conference

Conference2025 Workshop on Design Automation for CPS and IoT, DESTION 2025, co-located with 2025 Cyber-Physical Systems and Internet-of-Things Week, CPS-IoT Week 2025 Workshops
Country/TerritoryUnited States
CityIrvine
Period5/6/255/9/25

All Science Journal Classification (ASJC) codes

  • Computational Mechanics
  • Computer Networks and Communications
  • Modeling and Simulation
  • Computer Graphics and Computer-Aided Design

Keywords

  • analysis
  • big data
  • database
  • IoTDB
  • performance
  • software
  • time-series
  • transportation
  • visualization

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