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High-Performance Modelling and Simulation for Big Data Applications - Selected Results of the COST Action IC1406 cHiPSet (Paperback, 1st ed. 2019)
Loot Price: R1,610
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High-Performance Modelling and Simulation for Big Data Applications - Selected Results of the COST Action IC1406 cHiPSet (Paperback, 1st ed. 2019)
Series: Theoretical Computer Science and General Issues, 11400
Expected to ship within 10 - 15 working days
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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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