HELP! * BLUE=global GREY=local Global HTML version of Foils prepared July 23,1995

Foil 28 Dataflow perspective

From Full Relational Database HPDC-4 Presentation HPDC-4 Tutorial/CPS616 Spring95 -- August 1, Pentagon City Virginia. by Gang Cheng Marek Podgorny (Geoffrey Fox) * See also color IMAGE

Pipelined: Òassembly lineÓ
  • average query does not have that many steps
  • some operational stages cannot be pipelined (e.g. Sort)
  • one operator is longer than the other (a kind of skew)
  • This is task parallelism in scientific computing
Partitioned: Òdivide and conquerÓ
  • fairly straight forward to implement
  • ÒtoughÓ operations are divided, parts run in parallel
  • This is classic data parallelism in scientific computing
Combination: Òbest of both worldÓ
  • several partitions running parallel
  • each partition is, where possible, a short pipeline


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