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ASSOCIATION RULE MINING WITH THE MICRON AUTOMATA PROCESSOR

  • US 20170091287A1
  • Filed: 09/30/2015
  • Published: 03/30/2017
  • Est. Priority Date: 09/30/2015
  • Status: Active Grant
First Claim
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1. A processor for discovering a pattern of frequently associated items in large datasets, the processor comprises functional elements comprising:

  • a plurality of state transition elements based on memory columns implemented in DRAM (Dynamic Random-Access Memory) memory technology;

    a plurality of counters; and

    a plurality of boolean elements,wherein the processor is capable of fast replacement of symbol sets of the plurality of state transition elements and threshold values of the plurality of counters,wherein the plurality of counters and the plurality of boolean elements are designed to work with the plurality of state transition elements to increase space efficiency of automata implementation, andwherein the pattern includes sets, continuous sequences, and discontinuous sequences in the large datasets.

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