High Performance Modelling and Simulation for Big Data Applications

This book PDF is perfect for those who love Computers genre, written by Joanna Kołodziej and published by Springer which was released on 25 March 2019 with total hardcover pages 364. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related High Performance Modelling and Simulation for Big Data Applications books below.

High Performance Modelling and Simulation for Big Data Applications
Author : Joanna Kołodziej
File Size : 48,8 Mb
Publisher : Springer
Language : English
Release Date : 25 March 2019
ISBN : 9783030162726
Pages : 364 pages
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High Performance Modelling and Simulation for Big Data Applications by Joanna Kołodziej Book PDF Summary

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.

High Performance Modelling and Simulation for Big Data Applications

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,

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