FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2149071703> ?p ?o ?g. }

• W2149071703 abstract "Cyclops is a new vertex-oriented graph-parallel framework for writing distributed graph analytics. Unlike existing distributed graph computation models, Cyclops retains simplicity and computation-efficiency by synchronously computing over a distributed immutable view, which grants a vertex with read-only access to all its neighboring vertices. The view is provided via read- only replication of vertices for edges spanning machines during a graph cut. Cyclops follows a centralized computation model by assigning a master vertex to update and propagate the value to its replicas unidirectionally in each iteration, which can significantly reduce messages and avoid contention on replicas. Being aware of the pervasively available multicore-based clusters, Cyclops is further extended with a hierarchical processing model, which aggregates messages and replicas in a single multicore machine and transparently decomposes each worker into multiple threads on-demand for different stages of computation. We have implemented Cyclops based on an open-source Pregel clone called Hama. Our evaluation using a set of graph algorithms on an in-house multicore cluster shows that Cyclops outperforms Hama from 2.06X to 8.69X and 5.95X to 23.04X using hash-based and Metis partition algorithms accordingly, due to the elimination of contention on messages and hierarchical optimization for the multicore-based clusters. Cyclops (written in Java) also has comparable performance with PowerGraph (written in C++) despite the language difference, due to the significantly lower number of messages and avoided contention." @default.
• W2149071703 created "2016-06-24" @default.
• W2149071703 creator A5021275513 @default.
• W2149071703 creator A5031955160 @default.
• W2149071703 creator A5049078993 @default.
• W2149071703 creator A5049487451 @default.
• W2149071703 creator A5055261896 @default.
• W2149071703 creator A5071006086 @default.
• W2149071703 date "2014-01-01" @default.
• W2149071703 modified "2023-10-16" @default.
• W2149071703 title "Computation and communication efficient graph processing with distributed immutable view" @default.
• W2149071703 cites W1511814458 @default.
• W2149071703 cites W1563234392 @default.
• W2149071703 cites W1603765807 @default.
• W2149071703 cites W1788180225 @default.
• W2149071703 cites W1969970763 @default.
• W2149071703 cites W1973262089 @default.
• W2149071703 cites W200298483 @default.
• W2149071703 cites W2008183828 @default.
• W2149071703 cites W2041327854 @default.
• W2149071703 cites W2045271686 @default.
• W2149071703 cites W2047443612 @default.
• W2149071703 cites W2066636486 @default.
• W2149071703 cites W2079887360 @default.
• W2149071703 cites W2096544401 @default.
• W2149071703 cites W2100830825 @default.
• W2149071703 cites W2104381683 @default.
• W2149071703 cites W2119400430 @default.
• W2149071703 cites W2124200646 @default.
• W2149071703 cites W2125032792 @default.
• W2149071703 cites W2125816831 @default.
• W2149071703 cites W2130747448 @default.
• W2149071703 cites W2131053137 @default.
• W2149071703 cites W2140030920 @default.
• W2149071703 cites W2153820245 @default.
• W2149071703 cites W2166860697 @default.
• W2149071703 cites W2167927436 @default.
• W2149071703 cites W2170616854 @default.
• W2149071703 cites W2173213060 @default.
• W2149071703 cites W73304046 @default.
• W2149071703 cites W78077100 @default.
• W2149071703 cites W22572007 @default.
• W2149071703 doi "https://doi.org/10.1145/2600212.2600233" @default.
• W2149071703 hasPublicationYear "2014" @default.
• W2149071703 type Work @default.
• W2149071703 sameAs 2149071703 @default.
• W2149071703 citedByCount "60" @default.
• W2149071703 countsByYear W21490717032015 @default.
• W2149071703 countsByYear W21490717032016 @default.
• W2149071703 countsByYear W21490717032017 @default.
• W2149071703 countsByYear W21490717032018 @default.
• W2149071703 countsByYear W21490717032019 @default.
• W2149071703 countsByYear W21490717032020 @default.
• W2149071703 countsByYear W21490717032021 @default.
• W2149071703 countsByYear W21490717032022 @default.
• W2149071703 countsByYear W21490717032023 @default.
• W2149071703 crossrefType "proceedings-article" @default.
• W2149071703 hasAuthorship W2149071703A5021275513 @default.
• W2149071703 hasAuthorship W2149071703A5031955160 @default.
• W2149071703 hasAuthorship W2149071703A5049078993 @default.
• W2149071703 hasAuthorship W2149071703A5049487451 @default.
• W2149071703 hasAuthorship W2149071703A5055261896 @default.
• W2149071703 hasAuthorship W2149071703A5071006086 @default.
• W2149071703 hasConcept C111368507 @default.
• W2149071703 hasConcept C11413529 @default.
• W2149071703 hasConcept C120314980 @default.
• W2149071703 hasConcept C127313418 @default.
• W2149071703 hasConcept C132525143 @default.
• W2149071703 hasConcept C173608175 @default.
• W2149071703 hasConcept C2780868838 @default.
• W2149071703 hasConcept C41008148 @default.
• W2149071703 hasConcept C45374587 @default.
• W2149071703 hasConcept C48903430 @default.
• W2149071703 hasConcept C78766204 @default.
• W2149071703 hasConcept C80444323 @default.
• W2149071703 hasConcept C80899671 @default.
• W2149071703 hasConceptScore W2149071703C111368507 @default.
• W2149071703 hasConceptScore W2149071703C11413529 @default.
• W2149071703 hasConceptScore W2149071703C120314980 @default.
• W2149071703 hasConceptScore W2149071703C127313418 @default.
• W2149071703 hasConceptScore W2149071703C132525143 @default.
• W2149071703 hasConceptScore W2149071703C173608175 @default.
• W2149071703 hasConceptScore W2149071703C2780868838 @default.
• W2149071703 hasConceptScore W2149071703C41008148 @default.
• W2149071703 hasConceptScore W2149071703C45374587 @default.
• W2149071703 hasConceptScore W2149071703C48903430 @default.
• W2149071703 hasConceptScore W2149071703C78766204 @default.
• W2149071703 hasConceptScore W2149071703C80444323 @default.
• W2149071703 hasConceptScore W2149071703C80899671 @default.
• W2149071703 hasLocation W21490717031 @default.
• W2149071703 hasOpenAccess W2149071703 @default.
• W2149071703 hasPrimaryLocation W21490717031 @default.
• W2149071703 hasRelatedWork W1513409726 @default.
• W2149071703 hasRelatedWork W1568173680 @default.
• W2149071703 hasRelatedWork W1572523360 @default.
• W2149071703 hasRelatedWork W2023563208 @default.
• W2149071703 hasRelatedWork W2107957599 @default.
• W2149071703 hasRelatedWork W2166041606 @default.
• W2149071703 hasRelatedWork W2167638509 @default.
• W2149071703 hasRelatedWork W2169574553 @default.

• next