书目名称 | High-Performance Modelling and Simulation for Big Data Applications |
副标题 | Selected Results of |
编辑 | Joanna Kołodziej,Horacio González-Vélez |
视频video | http://file.papertrans.cn/427/426675/426675.mp4 |
概述 | Final compendium of case studies from the COST Action IC1406.Reference for the fields of HPC, Big Data, and Modelling & Simulation |
丛书名称 | Lecture Notes in Computer Science |
图书封面 |  |
描述 | .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. |
出版日期 | Book‘‘‘‘‘‘‘‘ 2019 |
关键词 | artificial intelligence; big data; big datum; bioinformatics; cloud computing; computer architecture; comp |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-16272-6 |
isbn_softcover | 978-3-030-16271-9 |
isbn_ebook | 978-3-030-16272-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | The Editor(s) (if applicable) and The Author(s) 2019 |