Matches in SemOpenAlex for { <https://semopenalex.org/work/W2516913757> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2516913757 abstract "The vertex-centric programming model, known as “think like a vertex”, is being used more and more to support various big graph processing methods through iterative supersteps that execute in parallel a user-defined vertex program over each vertex of a graph. However, the imperative and message-passing style of existing systems makes defining a vertex program unintuitive. In this paper, we show that one can benefit more from “Thinking like a vertex” by “Behaving like a function” rather than “Acting like a procedure” with full use of side effects and explicit control of message passing, state, and termination. We propose a functional approach to vertex-centric graph processing in which the computation at every vertex is abstracted as a higher-order function and present Fregel, a new domain-specific language. Fregel has clear functional semantics, supports declarative description of vertex computation, and can be automatically translated into Pregel, an emerging imperative-style distributed graph processing framework, and thereby achieve promising performance. Experimental results for several typical examples show the promise of this functional approach." @default.
- W2516913757 created "2016-09-16" @default.
- W2516913757 creator A5002090753 @default.
- W2516913757 creator A5037284935 @default.
- W2516913757 creator A5053012149 @default.
- W2516913757 creator A5067395653 @default.
- W2516913757 creator A5081111196 @default.
- W2516913757 date "2016-09-04" @default.
- W2516913757 modified "2023-10-01" @default.
- W2516913757 title "Think like a vertex, behave like a function! a functional DSL for vertex-centric big graph processing" @default.
- W2516913757 cites W121924984 @default.
- W2516913757 cites W1977152005 @default.
- W2516913757 cites W1989439909 @default.
- W2516913757 cites W2001236100 @default.
- W2516913757 cites W2011963492 @default.
- W2516913757 cites W2045271686 @default.
- W2516913757 cites W2046645050 @default.
- W2516913757 cites W2046832714 @default.
- W2516913757 cites W2051109346 @default.
- W2516913757 cites W2074556793 @default.
- W2516913757 cites W2080098453 @default.
- W2516913757 cites W2096544401 @default.
- W2516913757 cites W2104329103 @default.
- W2516913757 cites W2110086534 @default.
- W2516913757 cites W2142031898 @default.
- W2516913757 cites W2161061431 @default.
- W2516913757 cites W2166289497 @default.
- W2516913757 cites W2170616854 @default.
- W2516913757 cites W2219156867 @default.
- W2516913757 cites W2951804534 @default.
- W2516913757 cites W4244523606 @default.
- W2516913757 doi "https://doi.org/10.1145/2951913.2951938" @default.
- W2516913757 hasPublicationYear "2016" @default.
- W2516913757 type Work @default.
- W2516913757 sameAs 2516913757 @default.
- W2516913757 citedByCount "9" @default.
- W2516913757 countsByYear W25169137572017 @default.
- W2516913757 countsByYear W25169137572019 @default.
- W2516913757 countsByYear W25169137572020 @default.
- W2516913757 countsByYear W25169137572021 @default.
- W2516913757 countsByYear W25169137572022 @default.
- W2516913757 crossrefType "proceedings-article" @default.
- W2516913757 hasAuthorship W2516913757A5002090753 @default.
- W2516913757 hasAuthorship W2516913757A5037284935 @default.
- W2516913757 hasAuthorship W2516913757A5053012149 @default.
- W2516913757 hasAuthorship W2516913757A5067395653 @default.
- W2516913757 hasAuthorship W2516913757A5081111196 @default.
- W2516913757 hasConcept C132525143 @default.
- W2516913757 hasConcept C199360897 @default.
- W2516913757 hasConcept C201374245 @default.
- W2516913757 hasConcept C28723256 @default.
- W2516913757 hasConcept C41008148 @default.
- W2516913757 hasConcept C42383842 @default.
- W2516913757 hasConcept C45374587 @default.
- W2516913757 hasConcept C76155785 @default.
- W2516913757 hasConcept C80444323 @default.
- W2516913757 hasConcept C80899671 @default.
- W2516913757 hasConceptScore W2516913757C132525143 @default.
- W2516913757 hasConceptScore W2516913757C199360897 @default.
- W2516913757 hasConceptScore W2516913757C201374245 @default.
- W2516913757 hasConceptScore W2516913757C28723256 @default.
- W2516913757 hasConceptScore W2516913757C41008148 @default.
- W2516913757 hasConceptScore W2516913757C42383842 @default.
- W2516913757 hasConceptScore W2516913757C45374587 @default.
- W2516913757 hasConceptScore W2516913757C76155785 @default.
- W2516913757 hasConceptScore W2516913757C80444323 @default.
- W2516913757 hasConceptScore W2516913757C80899671 @default.
- W2516913757 hasLocation W25169137571 @default.
- W2516913757 hasOpenAccess W2516913757 @default.
- W2516913757 hasPrimaryLocation W25169137571 @default.
- W2516913757 hasRelatedWork W1568173680 @default.
- W2516913757 hasRelatedWork W2090914728 @default.
- W2516913757 hasRelatedWork W2319736015 @default.
- W2516913757 hasRelatedWork W2516913757 @default.
- W2516913757 hasRelatedWork W2532143498 @default.
- W2516913757 hasRelatedWork W2760941369 @default.
- W2516913757 hasRelatedWork W2798809630 @default.
- W2516913757 hasRelatedWork W3012455538 @default.
- W2516913757 hasRelatedWork W3109765819 @default.
- W2516913757 hasRelatedWork W4236163602 @default.
- W2516913757 isParatext "false" @default.
- W2516913757 isRetracted "false" @default.
- W2516913757 magId "2516913757" @default.
- W2516913757 workType "article" @default.