A columnar architecture for modern risk management systems

Romulo Goncalves, Sisi Zlatanova, Kostis Kyzirakos, Pirouz Nourian, Foteini Alvanaki, Willem Van Hage

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

3 Citations (Scopus)

Abstract

3D digital city models form the basis for flow simulations (e.g. wind flow and water runoff), urban planning, under-and over-ground formation analysis, and they are very important for automated anomaly detection on man made structures. They consist of large collections of semantically rich objects which have many properties such as material and color. Such user's data structure perception is leading to complex storage schemas. The number of table relations to manage and the large data storage footprint drawbacks are then extended with the fact that not all the systems have a "real" 3D data type. In this work we would like to show our efforts to develop a new kind of Spatial Data Management System (SDBMS) where topological and geometric functionality for 3D raster manipulation will become part of the relational kernel and not an add-on. With it spatial analysis tailored to different use case scenarios is done on-demand and fast enough to support real-time interaction in modern risk management systems.

Original languageEnglish
Title of host publicationProceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016
PublisherIEEE
Pages424-429
Number of pages6
ISBN (Electronic)9781509042722
DOIs
Publication statusPublished - 3 Mar 2017
Externally publishedYes
Event12th IEEE International Conference on e-Science, e-Science 2016 - Baltimore, United States
Duration: 23 Oct 201627 Oct 2016
Conference number: 12

Publication series

NameProceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016

Conference

Conference12th IEEE International Conference on e-Science, e-Science 2016
Abbreviated titlee-Science 2016
Country/TerritoryUnited States
CityBaltimore
Period23/10/1627/10/16

Keywords

  • ITC-CV

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