Matches in SemOpenAlex for { <https://semopenalex.org/work/W3205464854> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W3205464854 abstract "Big data analytics and business insights are of high importance and demand among today’s services and applications. Traditionally, the entire big data pipeline goes through numerous processing steps. However, the complexity of supporting big data analytic applications is more than its recent reputation would suggest. On top of hybrid big data and high-performance computing resources, this paper presents a comprehensive microservices architecture to ease the management and enactment of end-to-end big data workflow management processes. It is developed along with intuitive graphical user interfaces to abstract and hide to the end user the specificities of the underlying network, storage and compute infrastructure. Entitled as Big Data Apps Composition Environment, it facilitates the design, composition, configuration, orchestration, enactment, and validation of end-to-end big data analytic services actuated into deployment workflows. Our approach differentiates to the current engines, as it adopts a big data-driven methodology which is scalable to multiple executors and has embedded notebooks for on-demand and real-time scripting analytics. Therefore, big data services and analytic applications deployment are being accelerated, while semi-automatic scaling through the definition of multiple executors for improved time performance of demanding tasks is supported." @default.
- W3205464854 created "2021-10-25" @default.
- W3205464854 creator A5008866259 @default.
- W3205464854 creator A5012155129 @default.
- W3205464854 creator A5034689967 @default.
- W3205464854 creator A5072001501 @default.
- W3205464854 date "2021-08-01" @default.
- W3205464854 modified "2023-09-25" @default.
- W3205464854 title "Towards Platform-Agnostic and Autonomous Orchestration of Big Data Services" @default.
- W3205464854 cites W2783539949 @default.
- W3205464854 cites W2877484591 @default.
- W3205464854 cites W2889903444 @default.
- W3205464854 cites W2962866832 @default.
- W3205464854 cites W3012006521 @default.
- W3205464854 cites W4250897230 @default.
- W3205464854 doi "https://doi.org/10.1109/bigdataservice52369.2021.00009" @default.
- W3205464854 hasPublicationYear "2021" @default.
- W3205464854 type Work @default.
- W3205464854 sameAs 3205464854 @default.
- W3205464854 citedByCount "1" @default.
- W3205464854 countsByYear W32054648542022 @default.
- W3205464854 crossrefType "proceedings-article" @default.
- W3205464854 hasAuthorship W3205464854A5008866259 @default.
- W3205464854 hasAuthorship W3205464854A5012155129 @default.
- W3205464854 hasAuthorship W3205464854A5034689967 @default.
- W3205464854 hasAuthorship W3205464854A5072001501 @default.
- W3205464854 hasConcept C105339364 @default.
- W3205464854 hasConcept C111919701 @default.
- W3205464854 hasConcept C115903868 @default.
- W3205464854 hasConcept C136764020 @default.
- W3205464854 hasConcept C142362112 @default.
- W3205464854 hasConcept C153349607 @default.
- W3205464854 hasConcept C177212765 @default.
- W3205464854 hasConcept C199168358 @default.
- W3205464854 hasConcept C2522767166 @default.
- W3205464854 hasConcept C2778505942 @default.
- W3205464854 hasConcept C2779599972 @default.
- W3205464854 hasConcept C41008148 @default.
- W3205464854 hasConcept C48044578 @default.
- W3205464854 hasConcept C558565934 @default.
- W3205464854 hasConcept C61423126 @default.
- W3205464854 hasConcept C75684735 @default.
- W3205464854 hasConcept C77088390 @default.
- W3205464854 hasConcept C79158427 @default.
- W3205464854 hasConcept C79974875 @default.
- W3205464854 hasConceptScore W3205464854C105339364 @default.
- W3205464854 hasConceptScore W3205464854C111919701 @default.
- W3205464854 hasConceptScore W3205464854C115903868 @default.
- W3205464854 hasConceptScore W3205464854C136764020 @default.
- W3205464854 hasConceptScore W3205464854C142362112 @default.
- W3205464854 hasConceptScore W3205464854C153349607 @default.
- W3205464854 hasConceptScore W3205464854C177212765 @default.
- W3205464854 hasConceptScore W3205464854C199168358 @default.
- W3205464854 hasConceptScore W3205464854C2522767166 @default.
- W3205464854 hasConceptScore W3205464854C2778505942 @default.
- W3205464854 hasConceptScore W3205464854C2779599972 @default.
- W3205464854 hasConceptScore W3205464854C41008148 @default.
- W3205464854 hasConceptScore W3205464854C48044578 @default.
- W3205464854 hasConceptScore W3205464854C558565934 @default.
- W3205464854 hasConceptScore W3205464854C61423126 @default.
- W3205464854 hasConceptScore W3205464854C75684735 @default.
- W3205464854 hasConceptScore W3205464854C77088390 @default.
- W3205464854 hasConceptScore W3205464854C79158427 @default.
- W3205464854 hasConceptScore W3205464854C79974875 @default.
- W3205464854 hasFunder F4320320300 @default.
- W3205464854 hasLocation W32054648541 @default.
- W3205464854 hasOpenAccess W3205464854 @default.
- W3205464854 hasPrimaryLocation W32054648541 @default.
- W3205464854 hasRelatedWork W2080529815 @default.
- W3205464854 hasRelatedWork W2803200263 @default.
- W3205464854 hasRelatedWork W3097243301 @default.
- W3205464854 hasRelatedWork W3114771222 @default.
- W3205464854 hasRelatedWork W3118537095 @default.
- W3205464854 hasRelatedWork W3171568351 @default.
- W3205464854 hasRelatedWork W3180337491 @default.
- W3205464854 hasRelatedWork W4200184607 @default.
- W3205464854 hasRelatedWork W4214869855 @default.
- W3205464854 hasRelatedWork W4287605407 @default.
- W3205464854 isParatext "false" @default.
- W3205464854 isRetracted "false" @default.
- W3205464854 magId "3205464854" @default.
- W3205464854 workType "article" @default.