Matches in SemOpenAlex for { <https://semopenalex.org/work/W2048082165> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2048082165 abstract "In the recent few years, there has been an enormous growth in the amount of digital data that is being produced. Numerous attempts are being made to process this large amount of data in a fast and effective manner. Hadoop MapReduce is one such software framework that has gained popularity in the last few years for distributed computation of Big Data. It provides a scalable, economical and easier way to process massive amounts of data in-parallel on large computing cluster preserving the properties of fault tolerance in a transparent manner. However, Hadoop always stores intermediate results to the local disk for running iterative jobs. As a result, Hadoop usually suffers from long execution runtimes for iterative jobs as it typically pays a high I/O cost, wasting CPU cycles and network bandwidth. This paper analyses the problems of existing Hadoop and compare its performance against iMapReduce and HaLoop for graph based iterative algorithms. HaLoop offers better performance as it stores intermediate results in cache and reuses those data on the next successive iteration. For using cache invariant data (inter-iteration locality) it schedules the tasks onto the same node that might occur in different iterations." @default.
- W2048082165 created "2016-06-24" @default.
- W2048082165 creator A5008134411 @default.
- W2048082165 creator A5009196500 @default.
- W2048082165 creator A5086855865 @default.
- W2048082165 date "2014-04-01" @default.
- W2048082165 modified "2023-09-25" @default.
- W2048082165 title "Performance analysis of graph based iterative algorithms on MapReduce framework" @default.
- W2048082165 cites W1598064945 @default.
- W2048082165 cites W2020302654 @default.
- W2048082165 cites W2066636486 @default.
- W2048082165 cites W2102130607 @default.
- W2048082165 cites W2109722477 @default.
- W2048082165 cites W2120458882 @default.
- W2048082165 cites W2130789338 @default.
- W2048082165 cites W2132063146 @default.
- W2048082165 cites W2132927197 @default.
- W2048082165 cites W2139205321 @default.
- W2048082165 cites W2173213060 @default.
- W2048082165 doi "https://doi.org/10.1109/i2ct.2014.7092125" @default.
- W2048082165 hasPublicationYear "2014" @default.
- W2048082165 type Work @default.
- W2048082165 sameAs 2048082165 @default.
- W2048082165 citedByCount "0" @default.
- W2048082165 crossrefType "proceedings-article" @default.
- W2048082165 hasAuthorship W2048082165A5008134411 @default.
- W2048082165 hasAuthorship W2048082165A5009196500 @default.
- W2048082165 hasAuthorship W2048082165A5086855865 @default.
- W2048082165 hasConcept C111919701 @default.
- W2048082165 hasConcept C11413529 @default.
- W2048082165 hasConcept C115537543 @default.
- W2048082165 hasConcept C120314980 @default.
- W2048082165 hasConcept C132525143 @default.
- W2048082165 hasConcept C138885662 @default.
- W2048082165 hasConcept C159694833 @default.
- W2048082165 hasConcept C173608175 @default.
- W2048082165 hasConcept C2779808786 @default.
- W2048082165 hasConcept C41008148 @default.
- W2048082165 hasConcept C41895202 @default.
- W2048082165 hasConcept C48044578 @default.
- W2048082165 hasConcept C75684735 @default.
- W2048082165 hasConcept C80444323 @default.
- W2048082165 hasConceptScore W2048082165C111919701 @default.
- W2048082165 hasConceptScore W2048082165C11413529 @default.
- W2048082165 hasConceptScore W2048082165C115537543 @default.
- W2048082165 hasConceptScore W2048082165C120314980 @default.
- W2048082165 hasConceptScore W2048082165C132525143 @default.
- W2048082165 hasConceptScore W2048082165C138885662 @default.
- W2048082165 hasConceptScore W2048082165C159694833 @default.
- W2048082165 hasConceptScore W2048082165C173608175 @default.
- W2048082165 hasConceptScore W2048082165C2779808786 @default.
- W2048082165 hasConceptScore W2048082165C41008148 @default.
- W2048082165 hasConceptScore W2048082165C41895202 @default.
- W2048082165 hasConceptScore W2048082165C48044578 @default.
- W2048082165 hasConceptScore W2048082165C75684735 @default.
- W2048082165 hasConceptScore W2048082165C80444323 @default.
- W2048082165 hasLocation W20480821651 @default.
- W2048082165 hasOpenAccess W2048082165 @default.
- W2048082165 hasPrimaryLocation W20480821651 @default.
- W2048082165 hasRelatedWork W1980949850 @default.
- W2048082165 hasRelatedWork W2013344760 @default.
- W2048082165 hasRelatedWork W2023220927 @default.
- W2048082165 hasRelatedWork W2050535280 @default.
- W2048082165 hasRelatedWork W2061387982 @default.
- W2048082165 hasRelatedWork W2120458882 @default.
- W2048082165 hasRelatedWork W2134483114 @default.
- W2048082165 hasRelatedWork W2224675653 @default.
- W2048082165 hasRelatedWork W2293177762 @default.
- W2048082165 hasRelatedWork W2327603285 @default.
- W2048082165 hasRelatedWork W2357244779 @default.
- W2048082165 hasRelatedWork W2366801015 @default.
- W2048082165 hasRelatedWork W2369767280 @default.
- W2048082165 hasRelatedWork W2436811789 @default.
- W2048082165 hasRelatedWork W2598407763 @default.
- W2048082165 hasRelatedWork W2736070790 @default.
- W2048082165 hasRelatedWork W2780946870 @default.
- W2048082165 hasRelatedWork W2806141066 @default.
- W2048082165 hasRelatedWork W2894867913 @default.
- W2048082165 hasRelatedWork W76864105 @default.
- W2048082165 isParatext "false" @default.
- W2048082165 isRetracted "false" @default.
- W2048082165 magId "2048082165" @default.
- W2048082165 workType "article" @default.