LEADER 05128nam 22008055 450 001 9910337580503321 005 20230329162504.0 010 $a3-030-16272-9 024 7 $a10.1007/978-3-030-16272-6 035 $a(CKB)4930000000042096 035 $a(DE-He213)978-3-030-16272-6 035 $a(MiAaPQ)EBC5924034 035 $a(Au-PeEL)EBL5924034 035 $a(OCoLC)1132429795 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/35783 035 $a(PPN)235231967 035 $a(EXLCZ)994930000000042096 100 $a20190325d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHigh-Performance Modelling and Simulation for Big Data Applications $eSelected Results of the COST Action IC1406 cHiPSet /$fedited by Joanna Ko?odziej, Horacio González-Vélez 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XIV, 352 p. 63 illus., 55 illus. in color.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v11400 311 $a3-030-16271-0 327 $aWhy High-Performance Modelling and Simulation for Big Data Applications Matters -- Parallelization of hierarchical matrix algorithms for electromagnetic scattering problems -- Tail Distribution and Extreme Quantile Estimation using Non-Parametric Approaches -- Towards efficient and scalable data-intensive content delivery: State-of-the-art, issues and challenges -- Big Data in 5G Distributed Applications -- Big Data Processing, Analysis and Applications in Mobile Cellular Networks -- Medical Data Processing and Analysis for Remote Health and Activities Monitoring -- Towards human cell simulation -- Cloud-based High Throughput Virtual Screening in Novel Drug Discovery -- Ultra Wide Band Body Area Networks: Design and integration with Computational Clouds -- Survey on AI-based multimodal methods for emotion detection -- Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-oriented Survey of the State-of-the-Art in the Cloud Era. 330 $aThis open access book is the final compendium of case studies emanated from the 4-year COST Action IC1406 ?High-Performance Modelling and Simulation for Big Data Applications? (cHiPSet). Funded by the European Commission from 2015, cHiPSet has created a sustainable reference network linking applied research in High Performance Computing (HPC) and Modelling & Simulation to tangibly address Big Data challenges. cHiPSet has enabled research partnerships for dozens of academics and industry practitioners located in 34 COST countries, as well as in Australia, Belarus, Brazil, China, Russia, and the USA. As a cooperation framework, cHiPSet has reached out to new audiences such as ICT professionals, commercial software developers, and the general public. At a time when Big Data has become a common household term, cHiPSet has strived to become a knowledge hub where data-driven HPC meets Modelling & Simulation. cHiPSet has also endeavoured to use and exploit results through Open Science practices, i.e., open access publication, open access to data repositories, and open-source software development. A testament to this philosophy, this compendium is set to become a required reference for the fast-changing fields of HPC, Big Data, and Modelling & Simulation. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v11400 606 $aElectronic digital computers?Evaluation 606 $aComputer networks 606 $aMicroprocessors 606 $aComputer architecture 606 $aApplication software 606 $aLogic design 606 $aOperating systems (Computers) 606 $aSystem Performance and Evaluation 606 $aComputer Communication Networks 606 $aProcessor Architectures 606 $aComputer and Information Systems Applications 606 $aLogic Design 606 $aOperating Systems 615 0$aElectronic digital computers?Evaluation. 615 0$aComputer networks. 615 0$aMicroprocessors. 615 0$aComputer architecture. 615 0$aApplication software. 615 0$aLogic design. 615 0$aOperating systems (Computers). 615 14$aSystem Performance and Evaluation. 615 24$aComputer Communication Networks. 615 24$aProcessor Architectures. 615 24$aComputer and Information Systems Applications. 615 24$aLogic Design. 615 24$aOperating Systems. 676 $a004.24 676 $a004.11 700 $aKo?odziej$b Joanna$4edt$01351245 702 $aKo?odziej$b Joanna$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGonzález-Vélez$b Horacio$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910337580503321 996 $aHigh-Performance Modelling and Simulation for Big Data Applications$93091267 997 $aUNINA