Detailed Information
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
2PTS: A Two-Phase Task Scheduling Algorithm for MapReduce
Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Lim, Byungnam | - |
| dc.contributor.author | Shim, Yeeun | - |
| dc.contributor.author | Chung, Yon Dohn | - |
| dc.date.accessioned | 2021-09-03T20:47:24Z | - |
| dc.date.available | 2021-09-03T20:47:24Z | - |
| dc.date.created | 2021-06-16 | - |
| dc.date.issued | 2016-09 | - |
| dc.identifier.issn | 1745-1361 | - |
| dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/87716 | - |
| dc.description.abstract | For an efficient processing of large data in a distributed system, Hadoop MapReduce performs task scheduling such that tasks are distributed with consideration of the data locality. The data locality, however, is limitedly exploited, since it is pursued one node at a time basis without considering the global optimality. In this paper, we propose a novel task scheduling algorithm that globally considers the data locality. Through experiments, we show our algorithm improves the performance of MapReduce in various situations. | - |
| dc.language | English | - |
| dc.language.iso | en | - |
| dc.publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG | - |
| dc.title | 2PTS: A Two-Phase Task Scheduling Algorithm for MapReduce | - |
| dc.type | Article | - |
| dc.contributor.affiliatedAuthor | Chung, Yon Dohn | - |
| dc.identifier.doi | 10.1587/transinf.2016EDL8075 | - |
| dc.identifier.scopusid | 2-s2.0-84984916905 | - |
| dc.identifier.wosid | 000384920500019 | - |
| dc.identifier.bibliographicCitation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E99D, no.9, pp.2377 - 2380 | - |
| dc.relation.isPartOf | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
| dc.citation.title | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
| dc.citation.volume | E99D | - |
| dc.citation.number | 9 | - |
| dc.citation.startPage | 2377 | - |
| dc.citation.endPage | 2380 | - |
| dc.type.rims | ART | - |
| dc.type.docType | Article | - |
| dc.description.journalClass | 1 | - |
| dc.description.journalRegisteredClass | scie | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.relation.journalResearchArea | Computer Science | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Software Engineering | - |
| dc.subject.keywordAuthor | MapReduce | - |
| dc.subject.keywordAuthor | task scheduling algorithm | - |
| dc.subject.keywordAuthor | data locality | - |
- Files in This Item
- There are no files associated with this item.
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.