03637nam 22006375 450 991052374860332120251113195703.03-030-92231-610.1007/978-3-030-92231-3(MiAaPQ)EBC6823496(Au-PeEL)EBL6823496(CKB)20094171100041(PPN)259386243(OCoLC)1288026722(DE-He213)978-3-030-92231-3(EXLCZ)992009417110004120211207d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierICWE 2021 Workshops ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18–21, 2021, Revised Selected Papers /edited by Maxim Bakaev, In-Young Ko, Michael Mrissa, Cesare Pautasso, Abhishek Srivastava1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (108 pages)Communications in Computer and Information Science,1865-0937 ;1508Print version: Bakaev, Maxim ICWE 2021 Workshops Cham : Springer International Publishing AG,c2022 9783030922306 BECS 2021 -- Putting Data Science Pipelines on the Edge -- DNN Model Deployment on Distributed Edges -- Towards Proactive Context-Aware IoT Environments by means of Federated Learning -- Real-time Deep Learning-based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink -- A Novel Approach to Dynamic Pricing for Cloud Computing Through Price Band Prediction -- Learning-based Activation of Energy Harvesting Sensors for Fresh Data Acquisition -- Invited Papers -- Exploiting Triangle Patterns for Heterogeneous Graph Attention Network -- Towards Seamless IoT Device-Edge-Cloud Continuum: Software Architecture Options of IoT Devices Revisited.This book constitutes the thoroughly refereed post-workshop proceedings of the 21th International Conference on Web Engineering, ICWE 2021, held in Biarritz, France, in May 2021.* The first international workshop on Big data-driven Edge Cloud Services (BECS 2021) was held to provide a venue in which scholars and practitioners can share their experiences and present on-going work on providing value-added Web services for users by utilizing big data in edge cloud environments. The 5 revised full papers and 1 revised short contribution selected from 11 submissions are presented with 2 invited papers. *The conference was held virtually due to the COVID-19 pandemic.Communications in Computer and Information Science,1865-0937 ;1508Application softwareArtificial intelligenceComputer networksEducationData processingComputer and Information Systems ApplicationsArtificial IntelligenceComputer Communication NetworksComputers and EducationApplication software.Artificial intelligence.Computer networks.EducationData processing.Computer and Information Systems Applications.Artificial Intelligence.Computer Communication Networks.Computers and Education.005.1Bakaev Maxim1080190MiAaPQMiAaPQMiAaPQBOOK9910523748603321ICWE 2021 workshops2906938UNINA