High-Performance Modelling and Simulation for Big Data Applications - Selected Results of the COST Action IC1406 cHiPSet (Paperback, 1st ed. 2019)

This open access book was prepared as a Final Publication of the COST Action IC1406 "High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)" project. Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and accuracy have become essential to predict and analyse natural and complex systems in science and engineering. When their level of abstraction raises to have a better discernment of the domain at hand, their representation gets increasingly demanding for computational and data resources. On the other hand, High Performance Computing typically entails the effective use of parallel and distributed processing units coupled with efficient storage, communication and visualisation systems to underpin complex data-intensive applications in distinct scientific and technical domains. It is then arguably required to have a seamless interaction of High Performance Computing with Modelling and Simulation in order to store, compute, analyse, and visualise large data sets in science and engineering. Funded by the European Commission, cHiPSet has provided a dynamic trans-European forum for their members and distinguished guests to openly discuss novel perspectives and topics of interests for these two communities. This cHiPSet compendium presents a set of selected case studies related to healthcare, biological data, computational advertising, multimedia, finance, bioinformatics, and telecommunications.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Theoretical Computer Science and General Issues, 11400
Release date:	March 2019
First published:	2019
Editors:	Joanna Kolodziej • Horacio Gonzalez-Velez
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	352
Edition:	1st ed. 2019
ISBN-13:	978-3-03-016271-9
Categories:	Books > Computing & IT > General theory of computing > Systems analysis & design Books > Computing & IT > Internet > Network computers Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General Books > Computing & IT > Computer hardware & operating systems > Operating systems & graphical user interfaces (GUIs) > General Books > Computing & IT > Applications of computing > Databases > General
LSN:	3-03-016271-0
Barcode:	9783030162719

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