Matches in SemOpenAlex for { <https://semopenalex.org/work/W2917367810> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2917367810 abstract "Cloud-based machine learning is becoming increasingly important in all verticals of the industry as all organizations want to leverage ML and AI to solve real-world problems of emerging markets. But, incorporating these services into business solutions is a goliath task, mainly due to the sheer effort necessary to go from development to deployment. We present a novel idea that enables users to easily specify, create, train and rapidly deploy machine learning models through a scalable Machine-Learning-as-a-Service (MLaaS) offering. The MLaaS is provided as an end-to-end microservice suite in a container-based PaaS environment for web applications on the cloud. Our implementation provides an intuitive web-based GUI for tenants to consume these services in a few quick steps. The utility of our service is demonstrated by training ML models for various use cases and comparing them on factors like time-to-deploy, resource usage and training metrics." @default.
- W2917367810 created "2019-03-02" @default.
- W2917367810 creator A5008942513 @default.
- W2917367810 creator A5029292624 @default.
- W2917367810 creator A5087133638 @default.
- W2917367810 creator A5091042008 @default.
- W2917367810 date "2018-11-01" @default.
- W2917367810 modified "2023-09-27" @default.
- W2917367810 title "Bodhisattva - Rapid Deployment of AI on Containers" @default.
- W2917367810 doi "https://doi.org/10.1109/ccem.2018.00025" @default.
- W2917367810 hasPublicationYear "2018" @default.
- W2917367810 type Work @default.
- W2917367810 sameAs 2917367810 @default.
- W2917367810 citedByCount "0" @default.
- W2917367810 crossrefType "proceedings-article" @default.
- W2917367810 hasAuthorship W2917367810A5008942513 @default.
- W2917367810 hasAuthorship W2917367810A5029292624 @default.
- W2917367810 hasAuthorship W2917367810A5087133638 @default.
- W2917367810 hasAuthorship W2917367810A5091042008 @default.
- W2917367810 hasConcept C105339364 @default.
- W2917367810 hasConcept C111919701 @default.
- W2917367810 hasConcept C115903868 @default.
- W2917367810 hasConcept C118643609 @default.
- W2917367810 hasConcept C127413603 @default.
- W2917367810 hasConcept C136764020 @default.
- W2917367810 hasConcept C153083717 @default.
- W2917367810 hasConcept C154945302 @default.
- W2917367810 hasConcept C166957645 @default.
- W2917367810 hasConcept C201995342 @default.
- W2917367810 hasConcept C2778505942 @default.
- W2917367810 hasConcept C2780451532 @default.
- W2917367810 hasConcept C2781018962 @default.
- W2917367810 hasConcept C35578498 @default.
- W2917367810 hasConcept C41008148 @default.
- W2917367810 hasConcept C48044578 @default.
- W2917367810 hasConcept C78519656 @default.
- W2917367810 hasConcept C79581498 @default.
- W2917367810 hasConcept C79974875 @default.
- W2917367810 hasConcept C95457728 @default.
- W2917367810 hasConceptScore W2917367810C105339364 @default.
- W2917367810 hasConceptScore W2917367810C111919701 @default.
- W2917367810 hasConceptScore W2917367810C115903868 @default.
- W2917367810 hasConceptScore W2917367810C118643609 @default.
- W2917367810 hasConceptScore W2917367810C127413603 @default.
- W2917367810 hasConceptScore W2917367810C136764020 @default.
- W2917367810 hasConceptScore W2917367810C153083717 @default.
- W2917367810 hasConceptScore W2917367810C154945302 @default.
- W2917367810 hasConceptScore W2917367810C166957645 @default.
- W2917367810 hasConceptScore W2917367810C201995342 @default.
- W2917367810 hasConceptScore W2917367810C2778505942 @default.
- W2917367810 hasConceptScore W2917367810C2780451532 @default.
- W2917367810 hasConceptScore W2917367810C2781018962 @default.
- W2917367810 hasConceptScore W2917367810C35578498 @default.
- W2917367810 hasConceptScore W2917367810C41008148 @default.
- W2917367810 hasConceptScore W2917367810C48044578 @default.
- W2917367810 hasConceptScore W2917367810C78519656 @default.
- W2917367810 hasConceptScore W2917367810C79581498 @default.
- W2917367810 hasConceptScore W2917367810C79974875 @default.
- W2917367810 hasConceptScore W2917367810C95457728 @default.
- W2917367810 hasLocation W29173678101 @default.
- W2917367810 hasOpenAccess W2917367810 @default.
- W2917367810 hasPrimaryLocation W29173678101 @default.
- W2917367810 hasRelatedWork W160812565 @default.
- W2917367810 hasRelatedWork W2398517065 @default.
- W2917367810 hasRelatedWork W2565099069 @default.
- W2917367810 hasRelatedWork W2611284481 @default.
- W2917367810 hasRelatedWork W2611413806 @default.
- W2917367810 hasRelatedWork W2909213022 @default.
- W2917367810 hasRelatedWork W2917367810 @default.
- W2917367810 hasRelatedWork W3019089720 @default.
- W2917367810 hasRelatedWork W3114647881 @default.
- W2917367810 hasRelatedWork W4287548096 @default.
- W2917367810 isParatext "false" @default.
- W2917367810 isRetracted "false" @default.
- W2917367810 magId "2917367810" @default.
- W2917367810 workType "article" @default.