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High-Performance Modelling and Simulation for Big Data Applications

Selected Results of the COST Action IC1406 cHiPSet

Editors: Kolodziej, Joanna, Gonzalez-Velez, Horacio (Eds.)

  • Open Access
  • Final compendium of case studies from the COST Action IC1406
  • Reference for the fields of HPC, Big Data, and Modelling & Simulation
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eBook  
  • ISBN 978-3-030-16272-6
  • The ebook is not yet available online.
Softcover $59.99
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  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: May 30, 2019
  • ISBN 978-3-030-16271-9
  • Free shipping for individuals worldwide
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.

Buy this book

eBook  
  • ISBN 978-3-030-16272-6
  • The ebook is not yet available online.
Softcover $59.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: May 30, 2019
  • ISBN 978-3-030-16271-9
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
High-Performance Modelling and Simulation for Big Data Applications
Book Subtitle
Selected Results of the COST Action IC1406 cHiPSet
Editors
  • Joanna Kolodziej
  • Horacio Gonzalez-Velez
Series Title
Theoretical Computer Science and General Issues
Series Volume
11400
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s)
eBook ISBN
978-3-030-16272-6
DOI
10.1007/978-3-030-16272-6
Softcover ISBN
978-3-030-16271-9
Edition Number
1
Number of Pages
X, 337
Number of Illustrations
55 b/w illustrations
Topics