EAN: 9783030162719

HIGH-PERFORMANCE MODELLING AND SIMULATION FOR B...

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.

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