JP5705338B2 - Mapreduce環境で機械学習アルゴリズムを処理するためのシステムおよび方法 - Google Patents
Mapreduce環境で機械学習アルゴリズムを処理するためのシステムおよび方法 Download PDFInfo
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- JP5705338B2 JP5705338B2 JP2013555715A JP2013555715A JP5705338B2 JP 5705338 B2 JP5705338 B2 JP 5705338B2 JP 2013555715 A JP2013555715 A JP 2013555715A JP 2013555715 A JP2013555715 A JP 2013555715A JP 5705338 B2 JP5705338 B2 JP 5705338B2
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/40—Transformation of program code
- G06F8/41—Compilation
- G06F8/42—Syntactic analysis
- G06F8/427—Parsing
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/038,086 | 2011-03-01 | ||
| US13/038,086 US8612368B2 (en) | 2011-03-01 | 2011-03-01 | Systems and methods for processing machine learning algorithms in a MapReduce environment |
| PCT/CA2012/050123 WO2012116449A1 (en) | 2011-03-01 | 2012-02-29 | Systems and methods for processing machine learning algorithms in a mapreduce environment |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2014510342A JP2014510342A (ja) | 2014-04-24 |
| JP2014510342A5 JP2014510342A5 (https=) | 2014-09-04 |
| JP5705338B2 true JP5705338B2 (ja) | 2015-04-22 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2013555715A Active JP5705338B2 (ja) | 2011-03-01 | 2012-02-29 | Mapreduce環境で機械学習アルゴリズムを処理するためのシステムおよび方法 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US8612368B2 (https=) |
| JP (1) | JP5705338B2 (https=) |
| CN (1) | CN103403700B (https=) |
| DE (1) | DE112012000628T5 (https=) |
| GB (1) | GB2502020A (https=) |
| WO (1) | WO2012116449A1 (https=) |
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| US20100241893A1 (en) * | 2009-03-18 | 2010-09-23 | Eric Friedman | Interpretation and execution of a customizable database request using an extensible computer process and an available computing environment |
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| JPWO2011090032A1 (ja) * | 2010-01-20 | 2013-05-23 | 株式会社日立製作所 | 並列処理プログラム生成方法、並列処理プログラム生成プログラム、及び並列処理プログラム生成装置 |
| US8356086B2 (en) * | 2010-03-31 | 2013-01-15 | Microsoft Corporation | Distributed non-negative matrix factorization |
| JP5584914B2 (ja) * | 2010-07-15 | 2014-09-10 | 株式会社日立製作所 | 分散計算システム |
| US9600250B2 (en) * | 2010-10-08 | 2017-03-21 | Microsoft Technology Licensing, Llc | Declarative programming model with a native programming language |
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Also Published As
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| WO2012116449A1 (en) | 2012-09-07 |
| US20120226639A1 (en) | 2012-09-06 |
| US8612368B2 (en) | 2013-12-17 |
| GB2502020A (en) | 2013-11-13 |
| CN103403700B (zh) | 2016-02-03 |
| GB201314958D0 (en) | 2013-10-02 |
| JP2014510342A (ja) | 2014-04-24 |
| CN103403700A (zh) | 2013-11-20 |
| DE112012000628T5 (de) | 2013-11-14 |
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