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Data Flow and Data Analysis at
extreme scale
Faisal Imran
 Many of the next generation Grand Challenges
applications will be “Data intensive”
 Large volumes of data need to be mo...
 Novel Architecture is developed that give advantage of
localized processing or solid state disk processing
 These archi...
 Success required single organization to get the
leading role in coordinating this investment
Data Flow and Data Analysis...
 On what basis next generation Grand Challenges
applications will be “Data intensive”
 What are possible steps of data m...
 What are aspects that give advantage of using Novel
Architecture in localized processing
 What are aspects that give ad...
 On what basis Ad hoc and diffuse funding models are
unlikely to succeed ?
 What are the reasons to give leading role to...
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Data flow and data analysis

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Data Flow and Data Analysis at extreme scale

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Data flow and data analysis

  1. 1. Data Flow and Data Analysis at extreme scale Faisal Imran
  2. 2.  Many of the next generation Grand Challenges applications will be “Data intensive”  Large volumes of data need to be moved among processing elements  Attention has to be paid to the data flow  Data required for computation may reside near to processing elements or may be far away as a central repository  Systematic development of data input and output is great challenge and need investment Data Flow and Data Analysis at extreme scale Overview
  3. 3.  Novel Architecture is developed that give advantage of localized processing or solid state disk processing  These architecture change the programming model  Preliminary set of recommendations are needed  Those recommendation must be shared with comparison groups working on plan to address HPC  Coordinated investment in developing these technologies is needed  Ad hoc and diffuse funding models are unlikely to succeed Data Flow and Data Analysis at extreme scale Overview
  4. 4.  Success required single organization to get the leading role in coordinating this investment Data Flow and Data Analysis at extreme scale Overview
  5. 5.  On what basis next generation Grand Challenges applications will be “Data intensive”  What are possible steps of data moving toward processing elements  Which step of data flow needs attention most and why?  Identify challenging aspects in systematic development Data Flow and Data Analysis at extreme scale Research Questions
  6. 6.  What are aspects that give advantage of using Novel Architecture in localized processing  What are aspects that give advantage of using Novel Architecture in solid state disk processing  Identify the reasons in Novel Architecture that change the programing model  What are the reasons needed for Coordinated investment in developing technologies Data Flow and Data Analysis at extreme scale Research Questions
  7. 7.  On what basis Ad hoc and diffuse funding models are unlikely to succeed ?  What are the reasons to give leading role to single organization? Data Flow and Data Analysis at extreme scale Research Questions

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