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Published byJemimah Gregory Modified over 8 years ago
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A Pictorial Introduction to Components in Scientific Computing
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2 Once upon a time... Input Output Program
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3 As Scientific Computing grew...
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4 Tried to ease the bottle neck
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5 SPMD was born. 21 34 21 34 2 1 3 4
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6 SPMD worked. 21 34 21 34 2 1 3 4 But it isn’t easy!!! But it isn’t easy!!!
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7 Meanwhile, corporate computing was growing in a different way Input Output Program browser spreadsheet editor graphics database multimedia email client Unicode Input
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8 This created a whole new set of problems complexity browser spreadsheet editor graphics database multimedia email client Unicode l Interoperability across multiple languages l Interoperability across multiple platforms l Incremental evolution of large legacy systems (esp. w/ multiple 3rd party software)
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9 Component Technology addresses these problems
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10 So what’s a component ??? Implementation : No Direct Access Interface Access : Generated by Tools Matching Connector : Assigned by Framework Hidden from User
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11 1. Interoperability across multiple languages C C++ F77 Java Python Language & Platform independent interfaces Automatically generated bindings to working code
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12 2. Interoperability Across Multiple Platforms Imagine a company migrates to a new system, OS, etc. What if the source to this one part is lost???
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13 Transparent Distributed Computing internet These wires are very, very smart!
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14 3. Incremental Evolution With Multiple 3rd party software v 1.0 v 2.0 v 3.0
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15 Now suppose you find this bug... v 1.0 v 2.0 v 3.0
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16 Good news: an upgrade available v 1.0 v 2.0 v 3.0 Bad news: there’s a dependency 2.1 2.0
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17 v 3.0 2.1 2.0 Great News: Solvable with Components
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18 v 1.0 Great News: Solvable with Components 2.1 v 3.0 2.0
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19 Why Components for Scientific Computing Complexity l Interoperability across multiple languages l Interoperability across multiple platforms l Incremental evolution of large legacy systems (esp. w/ multiple 3rd party software) Sapphire SAMRAI Ardra Scientific Viz DataFoundry Overture linear solvers hypre nonlinear solvers ALPS JEEP
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20 The Model for Scientific Component Programming Science Industry ? CCA
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21 The End
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