Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896222323> ?p ?o ?g. }
- W2896222323 abstract "Today's modern computing landscape consists of a huge amount of heterogeneous devices, including powerful, stable desktop computers as well as lightweight, unreliable mobile edge devices. This heterogeneity in terms of computation power and reliability increases the complexity for fault tolerance in distributed computing systems. When tasks are offloaded, slow resource providers easily become the bottleneck of a parallel computation. Further, unstable edge devices can leave the system spontaneously, discontinue remote tasks executions, and therefore lose the computation progress. These two effects increase the response time for remote task executions. In this paper, we introduce two mechanisms to avoid delayed or lost task executions caused by edge devices. This paper has five contributions. First, we define a failure model and identify the parameters that determine the magnitude of delays caused by faults and performance bottlenecks. Second, we present reactive and proactive task migration to handle system leaves. Third, we show how computational bottlenecks can be avoided by two-dimensional context-aware task partitioning. Fourth, we integrate these two solutions into an existing heterogeneous distributed computing system. Fifth, we run an evaluation on a real- world testbed to show the benefits of the solutions in practice. The evaluation shows, that we can improve systems with device fluctuation and heterogeneity by up to 39% and 53% respectively." @default.
- W2896222323 created "2018-10-26" @default.
- W2896222323 creator A5008388312 @default.
- W2896222323 creator A5038131243 @default.
- W2896222323 creator A5057786486 @default.
- W2896222323 creator A5064713513 @default.
- W2896222323 date "2018-07-01" @default.
- W2896222323 modified "2023-10-14" @default.
- W2896222323 title "Workload Partitioning and Task Migration to Reduce Response Times in Heterogeneous Computing Environments" @default.
- W2896222323 cites W1409892002 @default.
- W2896222323 cites W1482251103 @default.
- W2896222323 cites W1489747553 @default.
- W2896222323 cites W1493735863 @default.
- W2896222323 cites W1512115609 @default.
- W2896222323 cites W1521368689 @default.
- W2896222323 cites W1539689205 @default.
- W2896222323 cites W1602537754 @default.
- W2896222323 cites W1861377444 @default.
- W2896222323 cites W1979933043 @default.
- W2896222323 cites W1999221168 @default.
- W2896222323 cites W2006645291 @default.
- W2896222323 cites W2021172882 @default.
- W2896222323 cites W2023380813 @default.
- W2896222323 cites W2035309464 @default.
- W2896222323 cites W2047117506 @default.
- W2896222323 cites W2067840860 @default.
- W2896222323 cites W2084388607 @default.
- W2896222323 cites W2087214956 @default.
- W2896222323 cites W2088692353 @default.
- W2896222323 cites W2094969361 @default.
- W2896222323 cites W2096611465 @default.
- W2896222323 cites W2123102120 @default.
- W2896222323 cites W2123646449 @default.
- W2896222323 cites W2132356580 @default.
- W2896222323 cites W2135099885 @default.
- W2896222323 cites W2149352314 @default.
- W2896222323 cites W2167267243 @default.
- W2896222323 cites W2173213060 @default.
- W2896222323 cites W2518693556 @default.
- W2896222323 cites W2554938001 @default.
- W2896222323 cites W2610766952 @default.
- W2896222323 cites W2896988664 @default.
- W2896222323 doi "https://doi.org/10.1109/icccn.2018.8487326" @default.
- W2896222323 hasPublicationYear "2018" @default.
- W2896222323 type Work @default.
- W2896222323 sameAs 2896222323 @default.
- W2896222323 citedByCount "6" @default.
- W2896222323 countsByYear W28962223232019 @default.
- W2896222323 countsByYear W28962223232021 @default.
- W2896222323 countsByYear W28962223232022 @default.
- W2896222323 crossrefType "proceedings-article" @default.
- W2896222323 hasAuthorship W2896222323A5008388312 @default.
- W2896222323 hasAuthorship W2896222323A5038131243 @default.
- W2896222323 hasAuthorship W2896222323A5057786486 @default.
- W2896222323 hasAuthorship W2896222323A5064713513 @default.
- W2896222323 hasConcept C111919701 @default.
- W2896222323 hasConcept C11413529 @default.
- W2896222323 hasConcept C120314980 @default.
- W2896222323 hasConcept C121332964 @default.
- W2896222323 hasConcept C138236772 @default.
- W2896222323 hasConcept C149635348 @default.
- W2896222323 hasConcept C151730666 @default.
- W2896222323 hasConcept C154945302 @default.
- W2896222323 hasConcept C162307627 @default.
- W2896222323 hasConcept C162324750 @default.
- W2896222323 hasConcept C163258240 @default.
- W2896222323 hasConcept C186967261 @default.
- W2896222323 hasConcept C187736073 @default.
- W2896222323 hasConcept C206345919 @default.
- W2896222323 hasConcept C2778456923 @default.
- W2896222323 hasConcept C2778476105 @default.
- W2896222323 hasConcept C2779343474 @default.
- W2896222323 hasConcept C2780451532 @default.
- W2896222323 hasConcept C2780513914 @default.
- W2896222323 hasConcept C31258907 @default.
- W2896222323 hasConcept C31395832 @default.
- W2896222323 hasConcept C36351404 @default.
- W2896222323 hasConcept C41008148 @default.
- W2896222323 hasConcept C43214815 @default.
- W2896222323 hasConcept C45374587 @default.
- W2896222323 hasConcept C62520636 @default.
- W2896222323 hasConcept C63540848 @default.
- W2896222323 hasConcept C79974875 @default.
- W2896222323 hasConcept C86803240 @default.
- W2896222323 hasConceptScore W2896222323C111919701 @default.
- W2896222323 hasConceptScore W2896222323C11413529 @default.
- W2896222323 hasConceptScore W2896222323C120314980 @default.
- W2896222323 hasConceptScore W2896222323C121332964 @default.
- W2896222323 hasConceptScore W2896222323C138236772 @default.
- W2896222323 hasConceptScore W2896222323C149635348 @default.
- W2896222323 hasConceptScore W2896222323C151730666 @default.
- W2896222323 hasConceptScore W2896222323C154945302 @default.
- W2896222323 hasConceptScore W2896222323C162307627 @default.
- W2896222323 hasConceptScore W2896222323C162324750 @default.
- W2896222323 hasConceptScore W2896222323C163258240 @default.
- W2896222323 hasConceptScore W2896222323C186967261 @default.
- W2896222323 hasConceptScore W2896222323C187736073 @default.
- W2896222323 hasConceptScore W2896222323C206345919 @default.
- W2896222323 hasConceptScore W2896222323C2778456923 @default.
- W2896222323 hasConceptScore W2896222323C2778476105 @default.