Matches in SemOpenAlex for { <https://semopenalex.org/work/W2060138223> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2060138223 abstract "MapReduce programming model is widely used for large scale and one-time data-intensive distributed computing, but lacks flexibility and efficiency of processing small incremental data. IncMR framework is proposed in this paper for incrementally processing new data of a large data set, which takes state as implicit input and combines it with new data. Map tasks are created according to new splits instead of entire splits while reduce tasks fetch their inputs including the state and the intermediate results of new map tasks from designate nodes or local nodes. Data locality is considered as one of the main optimization means for job scheduling. It is implemented based on Hadoop, compatible with the original MapReduce interfaces and transparent to users. Experiments show that non-iterative algorithms running in MapReduce framework can be migrated to IncMR directly to get efficient incremental and continuous processing without any modification. IncMR is competitive and in all studied cases runs faster than that processing the entire data set." @default.
- W2060138223 created "2016-06-24" @default.
- W2060138223 creator A5015582676 @default.
- W2060138223 creator A5022526821 @default.
- W2060138223 creator A5052024256 @default.
- W2060138223 creator A5057832613 @default.
- W2060138223 creator A5075677046 @default.
- W2060138223 date "2012-06-01" @default.
- W2060138223 modified "2023-10-18" @default.
- W2060138223 title "IncMR: Incremental Data Processing Based on MapReduce" @default.
- W2060138223 cites W1976597724 @default.
- W2060138223 cites W1976860187 @default.
- W2060138223 cites W1993892970 @default.
- W2060138223 cites W2008575335 @default.
- W2060138223 cites W2010929544 @default.
- W2060138223 cites W2013344760 @default.
- W2060138223 cites W2046833425 @default.
- W2060138223 cites W2071256736 @default.
- W2060138223 cites W2072888046 @default.
- W2060138223 cites W2080804082 @default.
- W2060138223 cites W2096125134 @default.
- W2060138223 cites W2100830825 @default.
- W2060138223 cites W2103460560 @default.
- W2060138223 cites W2104237323 @default.
- W2060138223 cites W2108739216 @default.
- W2060138223 cites W2110317924 @default.
- W2060138223 cites W2144002928 @default.
- W2060138223 cites W2154894831 @default.
- W2060138223 cites W2173213060 @default.
- W2060138223 cites W4211012425 @default.
- W2060138223 cites W1868544410 @default.
- W2060138223 doi "https://doi.org/10.1109/cloud.2012.67" @default.
- W2060138223 hasPublicationYear "2012" @default.
- W2060138223 type Work @default.
- W2060138223 sameAs 2060138223 @default.
- W2060138223 citedByCount "29" @default.
- W2060138223 countsByYear W20601382232013 @default.
- W2060138223 countsByYear W20601382232014 @default.
- W2060138223 countsByYear W20601382232015 @default.
- W2060138223 countsByYear W20601382232016 @default.
- W2060138223 countsByYear W20601382232017 @default.
- W2060138223 countsByYear W20601382232018 @default.
- W2060138223 countsByYear W20601382232019 @default.
- W2060138223 countsByYear W20601382232020 @default.
- W2060138223 countsByYear W20601382232021 @default.
- W2060138223 crossrefType "proceedings-article" @default.
- W2060138223 hasAuthorship W2060138223A5015582676 @default.
- W2060138223 hasAuthorship W2060138223A5022526821 @default.
- W2060138223 hasAuthorship W2060138223A5052024256 @default.
- W2060138223 hasAuthorship W2060138223A5057832613 @default.
- W2060138223 hasAuthorship W2060138223A5075677046 @default.
- W2060138223 hasConcept C173608175 @default.
- W2060138223 hasConcept C41008148 @default.
- W2060138223 hasConceptScore W2060138223C173608175 @default.
- W2060138223 hasConceptScore W2060138223C41008148 @default.
- W2060138223 hasLocation W20601382231 @default.
- W2060138223 hasOpenAccess W2060138223 @default.
- W2060138223 hasPrimaryLocation W20601382231 @default.
- W2060138223 hasRelatedWork W1491899005 @default.
- W2060138223 hasRelatedWork W1502414128 @default.
- W2060138223 hasRelatedWork W1558545464 @default.
- W2060138223 hasRelatedWork W1604898313 @default.
- W2060138223 hasRelatedWork W1984303163 @default.
- W2060138223 hasRelatedWork W2117014006 @default.
- W2060138223 hasRelatedWork W2172791042 @default.
- W2060138223 hasRelatedWork W2372170743 @default.
- W2060138223 hasRelatedWork W2790489068 @default.
- W2060138223 hasRelatedWork W4233815414 @default.
- W2060138223 isParatext "false" @default.
- W2060138223 isRetracted "false" @default.
- W2060138223 magId "2060138223" @default.
- W2060138223 workType "article" @default.