Matches in SemOpenAlex for { <https://semopenalex.org/work/W2529467656> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2529467656 abstract "To utilize data from hospital systems, big data analytics (BDA) has become increasingly important. BDA enable queries of large highly diverse and real volumes of patient data in an interactively dynamic way that enriches the use of the platform with data visualization for healthcare. We established a Healthcare BDA (HBDA) platform at the University of Victoria (UVic) with Compute Canada/Westgrid, and Vancouver Island Health Authority (VIHA), Victoria, BC, Canada. The framework was a proof-of-concept implementation that tested emulated patient data representative of the main hospital system at VIHA. We cross-referenced all data, its profiles and metadata, with the existing clinical reporting. Our HBDA platform and its performance was tested for different patient query types in simulation with the data ingested into Hadoop file system over different applications of Apache Spark with Zeppelin and Jupyter web-based interfaces, and Apache Drill interfaces. The results showed that the ingestion time of one billion records took circa 2 hours via Apache Spark. Apache Drill outperformed Spark/Zeppelin and Spark/Jupyter. However, it was restricted to running more simplified queries, and very limited in its visualizations exhibiting poor usability for healthcare. Zeppelin running on Spark showed ease-of-use interactions for health applications, but it lacked the flexibility of its interface tools and required extra setup time before running queries. Jupyter on Spark offered high performance stacks not only over our HBDA platform but also in unison to run all queries simultaneously with high usability for a variety of reporting requirements by providers and health professionals." @default.
- W2529467656 created "2016-10-14" @default.
- W2529467656 creator A5023607292 @default.
- W2529467656 creator A5062243529 @default.
- W2529467656 creator A5072634726 @default.
- W2529467656 creator A5091433686 @default.
- W2529467656 date "2016-08-01" @default.
- W2529467656 modified "2023-09-26" @default.
- W2529467656 title "Interactive Healthcare Big Data Analytics Platform under Simulated Performance" @default.
- W2529467656 cites W1672298349 @default.
- W2529467656 cites W1785799957 @default.
- W2529467656 cites W2000780492 @default.
- W2529467656 cites W2036356299 @default.
- W2529467656 cites W2062172883 @default.
- W2529467656 cites W2096157655 @default.
- W2529467656 cites W2100772802 @default.
- W2529467656 cites W2101305463 @default.
- W2529467656 cites W2104263098 @default.
- W2529467656 cites W2131814102 @default.
- W2529467656 cites W2141438808 @default.
- W2529467656 cites W2141975087 @default.
- W2529467656 cites W2148016376 @default.
- W2529467656 cites W2167671703 @default.
- W2529467656 cites W2330164020 @default.
- W2529467656 cites W2349508573 @default.
- W2529467656 cites W2912046302 @default.
- W2529467656 doi "https://doi.org/10.1109/dasc-picom-datacom-cyberscitec.2016.140" @default.
- W2529467656 hasPublicationYear "2016" @default.
- W2529467656 type Work @default.
- W2529467656 sameAs 2529467656 @default.
- W2529467656 citedByCount "8" @default.
- W2529467656 countsByYear W25294676562016 @default.
- W2529467656 countsByYear W25294676562017 @default.
- W2529467656 countsByYear W25294676562018 @default.
- W2529467656 countsByYear W25294676562020 @default.
- W2529467656 countsByYear W25294676562023 @default.
- W2529467656 crossrefType "proceedings-article" @default.
- W2529467656 hasAuthorship W2529467656A5023607292 @default.
- W2529467656 hasAuthorship W2529467656A5062243529 @default.
- W2529467656 hasAuthorship W2529467656A5072634726 @default.
- W2529467656 hasAuthorship W2529467656A5091433686 @default.
- W2529467656 hasConcept C111919701 @default.
- W2529467656 hasConcept C124101348 @default.
- W2529467656 hasConcept C136764020 @default.
- W2529467656 hasConcept C160735492 @default.
- W2529467656 hasConcept C162324750 @default.
- W2529467656 hasConcept C170130773 @default.
- W2529467656 hasConcept C172367668 @default.
- W2529467656 hasConcept C199360897 @default.
- W2529467656 hasConcept C2522767166 @default.
- W2529467656 hasConcept C2781215313 @default.
- W2529467656 hasConcept C36464697 @default.
- W2529467656 hasConcept C41008148 @default.
- W2529467656 hasConcept C50522688 @default.
- W2529467656 hasConcept C75684735 @default.
- W2529467656 hasConcept C77088390 @default.
- W2529467656 hasConcept C79158427 @default.
- W2529467656 hasConcept C93518851 @default.
- W2529467656 hasConceptScore W2529467656C111919701 @default.
- W2529467656 hasConceptScore W2529467656C124101348 @default.
- W2529467656 hasConceptScore W2529467656C136764020 @default.
- W2529467656 hasConceptScore W2529467656C160735492 @default.
- W2529467656 hasConceptScore W2529467656C162324750 @default.
- W2529467656 hasConceptScore W2529467656C170130773 @default.
- W2529467656 hasConceptScore W2529467656C172367668 @default.
- W2529467656 hasConceptScore W2529467656C199360897 @default.
- W2529467656 hasConceptScore W2529467656C2522767166 @default.
- W2529467656 hasConceptScore W2529467656C2781215313 @default.
- W2529467656 hasConceptScore W2529467656C36464697 @default.
- W2529467656 hasConceptScore W2529467656C41008148 @default.
- W2529467656 hasConceptScore W2529467656C50522688 @default.
- W2529467656 hasConceptScore W2529467656C75684735 @default.
- W2529467656 hasConceptScore W2529467656C77088390 @default.
- W2529467656 hasConceptScore W2529467656C79158427 @default.
- W2529467656 hasConceptScore W2529467656C93518851 @default.
- W2529467656 hasLocation W25294676561 @default.
- W2529467656 hasOpenAccess W2529467656 @default.
- W2529467656 hasPrimaryLocation W25294676561 @default.
- W2529467656 hasRelatedWork W1545333017 @default.
- W2529467656 hasRelatedWork W2181693928 @default.
- W2529467656 hasRelatedWork W2769430831 @default.
- W2529467656 hasRelatedWork W2921734339 @default.
- W2529467656 hasRelatedWork W3007959775 @default.
- W2529467656 hasRelatedWork W3177086633 @default.
- W2529467656 hasRelatedWork W3194102186 @default.
- W2529467656 hasRelatedWork W4283656801 @default.
- W2529467656 hasRelatedWork W4283785055 @default.
- W2529467656 hasRelatedWork W4288085467 @default.
- W2529467656 isParatext "false" @default.
- W2529467656 isRetracted "false" @default.
- W2529467656 magId "2529467656" @default.
- W2529467656 workType "article" @default.