Dynamic Data Driven Application System
Encyclopedia
A dynamic data driven application system (DDDAS) is one where data is fed into an executing application either as the data is collected or from a data archive . The data will then be used to influence the measurements for additional data it may require. Current research for these systems focuses on simulations of physical/artificial/social entities. The simulation can then make predictions about the entity regarding how it will change and what its future state will be. The simulation is then continuously adjusted with data gathered from the entity. The predictions made by the simulation can then influence how and where future data will be gathered from the entity, in order to focus on areas of uncertainty. Intelligent agents will be required to make these decisions with regard to which data to absorb, when it should be absorbed, and how it should be absorbed. Many of these simulations are inspired by older models used to make predictions about physical systems (i.e. weather forecasting, oil exploration, etc…) . The DDDAS concept - and the term - was proposed by Frederica Darema
Frederica Darema
Frederica Darema is an American computer scientist. She proposed the SPMD programming model in 1984 and Dynamic Data Driven Application Systems in 2000. She was elected IEEE Fellow in 2004.-Biography:...

 around the time of a National Science Foundation (NSF) workshop in March 2000 .

External links

  • DDDAS.org Has a list of active projects and slides from the NSF
    National Science Foundation
    The National Science Foundation is a United States government agency that supports fundamental research and education in all the non-medical fields of science and engineering. Its medical counterpart is the National Institutes of Health...

    .
  • FireGrid FireGrid is developing the Next Generation Emergency System. Link has related papers from The University of Edinburgh
    University of Edinburgh
    The University of Edinburgh, founded in 1583, is a public research university located in Edinburgh, the capital of Scotland, and a UNESCO World Heritage Site. The university is deeply embedded in the fabric of the city, with many of the buildings in the historic Old Town belonging to the university...

    .
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