International Virtual Observatory Alliance

Difference: IvoaKDDguideFuture (2 vs. 3)

Revision 32011-09-24 - NickBall

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 IVOA KDD-IG: A user guide for Data Mining in Astronomy 

 6: Present and future directions 

The combination of an abundance of available data mining algorithms, advancing technology, large amounts of new astronomical data continuously opening up new regions of parameter space, and the consequent large number of newly addressable science questions, means that several interesting new directions for data mining in astronomy are opening up in the near-term future.
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+ Cloud computing
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+Several reviews also discuss future directions, including the topics below in more detail, e.g., Ball & Brunner (2010), Borne (2009), or Pesenson et al. (2010), all linked in section 8 of the guide. This section aims to be fairly generic, so detailed lists of references are avoided.
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+ Graphical Processing Units
  Parallel and distributed data mining
  Petascale and exascale computing
  Real-time processing and the time domain
  Semantics
  The Virtual Observatory
  Visualization of large, complex, and high-dimensional data
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+[To do]
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+ The future is yet to be written. Volunteers are welcome!
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+ Cloud computing
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+Meanwhile, see, e.g., the reviews Ball & Brunner (2010), Borne (2009), or Pesenson et al. (2010), linked in section 8.
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+ Graphical Processing Units, and other Novel Hardware
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+ Parallel and distributed data mining 

 Petascale and exascale computing 

 Real-time processing and the time domain 

 Semantics 

 The Virtual Observatory 

 Visualization of large, complex, and high-dimensional data
 -- NickBall - 19 Mar 2011
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+-- NickBall - 23 Sep 2011
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