講演名 | 2015-10-16 Irregularity Countermeasures in Massively Parallel BigData Processors ザニケエフ マラット(九工大), |
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抄録(和) | The term Massively Parallel BigData Processor names a recent advance in bigdata processing technology which has advanced from the traditional distributed processing represented by Hadoop to modern parallel processing represented by various multicore and manycore architectures. The problem in massively parallel systems is the irregularity which is when a single item -- can be referred to as a blackswan -- incurs much more processing cost than the majority of items. This paper discusses the respective countermeasures divided into (1) distribution and (2) runtime models and optimizations. The differences between multicore and manycore cases is also discussed, where the latter is represented by the currently default design with tiles and n-neighbor switching. |
抄録(英) | The term Massively Parallel BigData Processor names a recent advance in bigdata processing technology which has advanced from the traditional distributed processing represented by Hadoop to modern parallel processing represented by various multicore and manycore architectures. The problem in massively parallel systems is the irregularity which is when a single item -- can be referred to as a blackswan -- incurs much more processing cost than the majority of items. This paper discusses the respective countermeasures divided into (1) distribution and (2) runtime models and optimizations. The differences between multicore and manycore cases is also discussed, where the latter is represented by the currently default design with tiles and n-neighbor switching. |
キーワード(和) | irregular bigdata processors / massively multicore / bigdata replay / parallel processing / manycore processors / tile switching |
キーワード(英) | bigdata processors / massively multicore / bigdata replay / parallel processing / manycore processing / tile switching |
資料番号 | R2015-53 |
発行日 | 2015-10-09 (R) |
研究会情報 | |
研究会 | R |
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開催期間 | 2015/10/16(から1日開催) |
開催地(和) | 九州工業大学サテライトキャンパス |
開催地(英) | |
テーマ(和) | 情報通信システムの信頼性,信頼性一般 |
テーマ(英) | |
委員長氏名(和) | 馬渡 宏泰(NTT) |
委員長氏名(英) | Hiroyasu Mawatari(NTT) |
副委員長氏名(和) | 弓削 哲史(防衛大) |
副委員長氏名(英) | Tetsushi Yuge(National Defense Academy) |
幹事氏名(和) | 安里 彰(富士通) / 岡村 寛之(広島大) |
幹事氏名(英) | Akira Asato(Fujitsu) / Hiroyuki Okamura(Hiroshima Univ.) |
幹事補佐氏名(和) | マラット ザニケエフ(九工大) / 田村 信幸(法政大) |
幹事補佐氏名(英) | Maratt Zanikef(Kyushu Inst. of Tech.) / Nobuyuki Tamura(Hosei Univ.) |
講演論文情報詳細 | |
申込み研究会 | Technical Committee on Reliability |
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本文の言語 | ENG |
タイトル(和) | |
サブタイトル(和) | |
タイトル(英) | Irregularity Countermeasures in Massively Parallel BigData Processors |
サブタイトル(和) | |
キーワード(1)(和/英) | irregular bigdata processors / bigdata processors |
キーワード(2)(和/英) | massively multicore / massively multicore |
キーワード(3)(和/英) | bigdata replay / bigdata replay |
キーワード(4)(和/英) | parallel processing / parallel processing |
キーワード(5)(和/英) | manycore processors / manycore processing |
キーワード(6)(和/英) | tile switching / tile switching |
第 1 著者 氏名(和/英) | ザニケエフ マラット / Marat Zhanikeev |
第 1 著者 所属(和/英) | 九州工業大学(略称:九工大) Kyushu Institute of Technology(略称:Kyutech) |
発表年月日 | 2015-10-16 |
資料番号 | R2015-53 |
巻番号(vol) | vol.115 |
号番号(no) | R-254 |
ページ範囲 | pp.7-14(R), |
ページ数 | 8 |
発行日 | 2015-10-09 (R) |