| Presentation | 2015-10-16 Irregularity Countermeasures in Massively Parallel BigData Processors Marat Zhanikeev, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | bigdata processors / massively multicore / bigdata replay / parallel processing / manycore processing / tile switching |
| Paper # | R2015-53 |
| Date of Issue | 2015-10-09 (R) |
| Conference Information | |
| Committee | R |
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| Conference Date | 2015/10/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hiroyasu Mawatari(NTT) |
| Vice Chair | Tetsushi Yuge(National Defense Academy) |
| Secretary | Tetsushi Yuge(Fujitsu) |
| Assistant | Maratt Zanikef(Kyushu Inst. of Tech.) / Nobuyuki Tamura(Hosei Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Reliability |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Irregularity Countermeasures in Massively Parallel BigData Processors |
| Sub Title (in English) | |
| Keyword(1) | bigdata processors |
| Keyword(2) | massively multicore |
| Keyword(3) | bigdata replay |
| Keyword(4) | parallel processing |
| Keyword(5) | manycore processing |
| Keyword(6) | tile switching |
| 1st Author's Name | Marat Zhanikeev |
| 1st Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| Date | 2015-10-16 |
| Paper # | R2015-53 |
| Volume (vol) | vol.115 |
| Number (no) | R-254 |
| Page | pp.pp.7-14(R), |
| #Pages | 8 |
| Date of Issue | 2015-10-09 (R) |