Future connected vehicles: Challenges and opportunities for spatio-temporal computing

Reem Y. Ali, Venkata M.V. Gunturi, Shashi Shekhar, Ahmed Eldawy, Mohamed Mokbel, Andrew J. Kotz, William F. Northrop

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

5 Citations (Scopus)

Abstract

Modern vehicles are increasingly being equipped with rich instrumentation that enables them to collect location aware data on a wide variety of travel related phenomena such as the real-world performance of engines and powertrain, driver preferences, context of the vehicle with respect to others nearby, and-indirectly-traffic on the transportation network itself. Combined with their increased access to the Internet, these connected vehicles are opening up vast opportunities to improve the safety, environmental friendliness, and the overall experience of urban travel. However, significant spatial computing challenges need to be addressed before we can realize the full potential of connected vehicles. This paper presents some of the open research questions under this theme from the perspectives of query processing, data science and data engineering.

Original languageEnglish
Title of host publication23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015
PublisherAssociation for Computing Machinery
Volume03-06-November-2015
ISBN (Electronic)9781450339674
DOIs
Publication statusPublished - 3 Nov 2015
Externally publishedYes
Event23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015 - Seattle, United States
Duration: 3 Nov 20156 Nov 2015

Other

Other23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015
CountryUnited States
CitySeattle
Period3/11/156/11/15

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Keywords

  • Connected vehicles
  • Spatial and spatio-temporal data mining
  • Spatial and spatio-temporal graphs
  • Spatial big data
  • Spatial statistics
  • Transportation

ASJC Scopus subject areas

  • Earth-Surface Processes
  • Computer Science Applications
  • Modelling and Simulation
  • Computer Graphics and Computer-Aided Design
  • Information Systems

Cite this

Ali, R. Y., Gunturi, V. M. V., Shekhar, S., Eldawy, A., Mokbel, M., Kotz, A. J., & Northrop, W. F. (2015). Future connected vehicles: Challenges and opportunities for spatio-temporal computing. In 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015 (Vol. 03-06-November-2015). [a14] Association for Computing Machinery. https://doi.org/10.1145/2820783.2820885