Matches in SemOpenAlex for { <https://semopenalex.org/work/W2885667648> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2885667648 endingPage "305" @default.
- W2885667648 startingPage "293" @default.
- W2885667648 abstract "Large computing systems such as data centers are becoming the mainstream infrastructures for big data processing. As one of the key data operators in such scenarios, distributed joins is still challenging current techniques since it always incurs a significant cost on network communication. Various advanced approaches have been proposed to improve the performance, however, most of them just focus on data skew handling, and algorithms designed specifically for communication reduction have received less attention. Moreover, although the state-of-the-art technique can minimize network traffic, it provides fine-grained optimal schedules for all individual join keys, which could result in obvious overhead. In this paper, we propose a new approach called LAS (Lightweight Locality-Aware Scheduling), which targets reducing network communication for large distributed joins in an efficient and effective manner. We present the detailed design and implementation of LAS, and conduct an experimental evaluation using large data joins. Our results show that LAS can effectively reduce scheduling overhead and achieve comparable performance on network reduction compared to the state-of-the-art." @default.
- W2885667648 created "2018-08-22" @default.
- W2885667648 creator A5006107034 @default.
- W2885667648 creator A5009751851 @default.
- W2885667648 creator A5022499603 @default.
- W2885667648 creator A5026385930 @default.
- W2885667648 creator A5073321754 @default.
- W2885667648 date "2018-01-01" @default.
- W2885667648 modified "2023-09-28" @default.
- W2885667648 title "Minimizing Network Traffic for Distributed Joins Using Lightweight Locality-Aware Scheduling" @default.
- W2885667648 cites W1971885140 @default.
- W2885667648 cites W1992928432 @default.
- W2885667648 cites W1993226606 @default.
- W2885667648 cites W2037027334 @default.
- W2885667648 cites W2055176966 @default.
- W2885667648 cites W2101161250 @default.
- W2885667648 cites W2305586970 @default.
- W2885667648 cites W2578649947 @default.
- W2885667648 cites W2584184801 @default.
- W2885667648 cites W2724551462 @default.
- W2885667648 cites W2751779490 @default.
- W2885667648 cites W3099592253 @default.
- W2885667648 cites W4242946001 @default.
- W2885667648 doi "https://doi.org/10.1007/978-3-319-96983-1_21" @default.
- W2885667648 hasPublicationYear "2018" @default.
- W2885667648 type Work @default.
- W2885667648 sameAs 2885667648 @default.
- W2885667648 citedByCount "1" @default.
- W2885667648 countsByYear W28856676482021 @default.
- W2885667648 crossrefType "book-chapter" @default.
- W2885667648 hasAuthorship W2885667648A5006107034 @default.
- W2885667648 hasAuthorship W2885667648A5009751851 @default.
- W2885667648 hasAuthorship W2885667648A5022499603 @default.
- W2885667648 hasAuthorship W2885667648A5026385930 @default.
- W2885667648 hasAuthorship W2885667648A5073321754 @default.
- W2885667648 hasBestOaLocation W28856676482 @default.
- W2885667648 hasConcept C120314980 @default.
- W2885667648 hasConcept C127413603 @default.
- W2885667648 hasConcept C138885662 @default.
- W2885667648 hasConcept C199360897 @default.
- W2885667648 hasConcept C206729178 @default.
- W2885667648 hasConcept C21547014 @default.
- W2885667648 hasConcept C2778692605 @default.
- W2885667648 hasConcept C2779808786 @default.
- W2885667648 hasConcept C31258907 @default.
- W2885667648 hasConcept C41008148 @default.
- W2885667648 hasConcept C41895202 @default.
- W2885667648 hasConceptScore W2885667648C120314980 @default.
- W2885667648 hasConceptScore W2885667648C127413603 @default.
- W2885667648 hasConceptScore W2885667648C138885662 @default.
- W2885667648 hasConceptScore W2885667648C199360897 @default.
- W2885667648 hasConceptScore W2885667648C206729178 @default.
- W2885667648 hasConceptScore W2885667648C21547014 @default.
- W2885667648 hasConceptScore W2885667648C2778692605 @default.
- W2885667648 hasConceptScore W2885667648C2779808786 @default.
- W2885667648 hasConceptScore W2885667648C31258907 @default.
- W2885667648 hasConceptScore W2885667648C41008148 @default.
- W2885667648 hasConceptScore W2885667648C41895202 @default.
- W2885667648 hasLocation W28856676481 @default.
- W2885667648 hasLocation W28856676482 @default.
- W2885667648 hasOpenAccess W2885667648 @default.
- W2885667648 hasPrimaryLocation W28856676481 @default.
- W2885667648 hasRelatedWork W1572108542 @default.
- W2885667648 hasRelatedWork W1577483158 @default.
- W2885667648 hasRelatedWork W167066819 @default.
- W2885667648 hasRelatedWork W1882733036 @default.
- W2885667648 hasRelatedWork W2109998134 @default.
- W2885667648 hasRelatedWork W2160425906 @default.
- W2885667648 hasRelatedWork W2361500257 @default.
- W2885667648 hasRelatedWork W2389719923 @default.
- W2885667648 hasRelatedWork W2546696010 @default.
- W2885667648 hasRelatedWork W2900070427 @default.
- W2885667648 isParatext "false" @default.
- W2885667648 isRetracted "false" @default.
- W2885667648 magId "2885667648" @default.
- W2885667648 workType "book-chapter" @default.