Final compendium of case studies from the COST Action IC1406
Reference for the fields of HPC, Big Data, and Modelling & Simulation
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11400)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Table of contents (12 chapters)
About this book
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.
- artificial intelligence
- big data
- big datum
- cloud computing
- computer architecture
- computer systems
- health informatics
- high-performance computing
- wireless networks
- wireless telecommunication systems
Editors and Affiliations
Cracow University of Technology, Cracow, Poland
National College of Ireland, Dublin, Ireland
Book Title: High-Performance Modelling and Simulation for Big Data Applications
Book Subtitle: Selected Results of the COST Action IC1406 cHiPSet
Editors: Joanna Kołodziej, Horacio González-Vélez
Series Title: Lecture Notes in Computer Science
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2019
License: CC BY
Softcover ISBN: 978-3-030-16271-9Published: 26 March 2019
eBook ISBN: 978-3-030-16272-6Published: 25 March 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 352
Number of Illustrations: 8 b/w illustrations, 55 illustrations in colour
Topics: System Performance and Evaluation, Computer Communication Networks, Processor Architectures, Computer and Information Systems Applications, Logic Design, Operating Systems