FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3014570036> ?p ?o ?g. }

• W3014570036 endingPage "974" @default.
• W3014570036 startingPage "962" @default.
• W3014570036 abstract "Gradient-based distributed learning in parameter server (PS) computing architectures is subject to random delays due to straggling worker nodes and to possible communication bottlenecks between PS and workers. Solutions have been recently proposed to separately address these impairments based on the ideas of gradient coding (GC), worker grouping, and adaptive worker selection. This article provides a unified analysis of these techniques in terms of wall-clock time, communication, and computation complexity measures. Furthermore, in order to combine the benefits of GC and grouping in terms of robustness to stragglers with the communication and computation load gains of adaptive selection, novel strategies, named lazily aggregated GC (LAGC) and grouped-LAG (G-LAG), are introduced. Analysis and results show that G-LAG provides the best wall-clock time and communication performance while maintaining a low computational cost, for two representative distributions of the computing times of the worker nodes." @default.
• W3014570036 created "2020-04-10" @default.
• W3014570036 creator A5017736224 @default.
• W3014570036 creator A5041211217 @default.
• W3014570036 date "2021-03-01" @default.
• W3014570036 modified "2023-10-14" @default.
• W3014570036 title "LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning" @default.
• W3014570036 cites W114517082 @default.
• W3014570036 cites W1982063824 @default.
• W3014570036 cites W2002102612 @default.
• W3014570036 cites W2041517243 @default.
• W3014570036 cites W2052725501 @default.
• W3014570036 cites W2060204338 @default.
• W3014570036 cites W2060393849 @default.
• W3014570036 cites W2154834860 @default.
• W3014570036 cites W2199097987 @default.
• W3014570036 cites W2268702383 @default.
• W3014570036 cites W2516604595 @default.
• W3014570036 cites W2745045892 @default.
• W3014570036 cites W2767079719 @default.
• W3014570036 cites W2962957061 @default.
• W3014570036 cites W2963687457 @default.
• W3014570036 cites W2963706835 @default.
• W3014570036 cites W2977030270 @default.
• W3014570036 cites W3006610112 @default.
• W3014570036 cites W4206054140 @default.
• W3014570036 cites W4245736182 @default.
• W3014570036 cites W4301028492 @default.
• W3014570036 doi "https://doi.org/10.1109/tnnls.2020.2979762" @default.
• W3014570036 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32287013" @default.
• W3014570036 hasPublicationYear "2021" @default.
• W3014570036 type Work @default.
• W3014570036 sameAs 3014570036 @default.
• W3014570036 citedByCount "14" @default.
• W3014570036 countsByYear W30145700362020 @default.
• W3014570036 countsByYear W30145700362021 @default.
• W3014570036 countsByYear W30145700362022 @default.
• W3014570036 countsByYear W30145700362023 @default.
• W3014570036 crossrefType "journal-article" @default.
• W3014570036 hasAuthorship W3014570036A5017736224 @default.
• W3014570036 hasAuthorship W3014570036A5041211217 @default.
• W3014570036 hasBestOaLocation W30145700362 @default.
• W3014570036 hasConcept C104317684 @default.
• W3014570036 hasConcept C105795698 @default.
• W3014570036 hasConcept C11413529 @default.
• W3014570036 hasConcept C120314980 @default.
• W3014570036 hasConcept C15744967 @default.
• W3014570036 hasConcept C179518139 @default.
• W3014570036 hasConcept C185592680 @default.
• W3014570036 hasConcept C19417346 @default.
• W3014570036 hasConcept C2779582901 @default.
• W3014570036 hasConcept C31258907 @default.
• W3014570036 hasConcept C33923547 @default.
• W3014570036 hasConcept C41008148 @default.
• W3014570036 hasConcept C45374587 @default.
• W3014570036 hasConcept C55493867 @default.
• W3014570036 hasConcept C63479239 @default.
• W3014570036 hasConcept C75778745 @default.
• W3014570036 hasConcept C80444323 @default.
• W3014570036 hasConceptScore W3014570036C104317684 @default.
• W3014570036 hasConceptScore W3014570036C105795698 @default.
• W3014570036 hasConceptScore W3014570036C11413529 @default.
• W3014570036 hasConceptScore W3014570036C120314980 @default.
• W3014570036 hasConceptScore W3014570036C15744967 @default.
• W3014570036 hasConceptScore W3014570036C179518139 @default.
• W3014570036 hasConceptScore W3014570036C185592680 @default.
• W3014570036 hasConceptScore W3014570036C19417346 @default.
• W3014570036 hasConceptScore W3014570036C2779582901 @default.
• W3014570036 hasConceptScore W3014570036C31258907 @default.
• W3014570036 hasConceptScore W3014570036C33923547 @default.
• W3014570036 hasConceptScore W3014570036C41008148 @default.
• W3014570036 hasConceptScore W3014570036C45374587 @default.
• W3014570036 hasConceptScore W3014570036C55493867 @default.
• W3014570036 hasConceptScore W3014570036C63479239 @default.
• W3014570036 hasConceptScore W3014570036C75778745 @default.
• W3014570036 hasConceptScore W3014570036C80444323 @default.
• W3014570036 hasFunder F4320334678 @default.
• W3014570036 hasIssue "3" @default.
• W3014570036 hasLocation W30145700361 @default.
• W3014570036 hasLocation W30145700362 @default.
• W3014570036 hasLocation W30145700363 @default.
• W3014570036 hasLocation W30145700364 @default.
• W3014570036 hasOpenAccess W3014570036 @default.
• W3014570036 hasPrimaryLocation W30145700361 @default.
• W3014570036 hasRelatedWork W1587227328 @default.
• W3014570036 hasRelatedWork W1596201972 @default.
• W3014570036 hasRelatedWork W2160425906 @default.
• W3014570036 hasRelatedWork W2354062721 @default.
• W3014570036 hasRelatedWork W2584455473 @default.
• W3014570036 hasRelatedWork W2945653657 @default.
• W3014570036 hasRelatedWork W2998813341 @default.
• W3014570036 hasRelatedWork W3014570036 @default.
• W3014570036 hasRelatedWork W3048168663 @default.
• W3014570036 hasRelatedWork W4303857474 @default.
• W3014570036 hasVolume "32" @default.
• W3014570036 isParatext "false" @default.
• W3014570036 isRetracted "false" @default.
• W3014570036 magId "3014570036" @default.

• next