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 num...
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| Format: | Online |
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| Language: | English |
| Published: |
Springer Nature
2021
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| Online Access: | 1006821 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-35783 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-357832025-03-12T02:38:39Z High-Performance Modelling and Simulation for Big Data Applications Kołodziej, Joanna González-Vélez, Horacio Computer science Computer system failures Computer communication systems Microprocessors Application software Logic design Operating systems (Computers) thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware thema EDItEUR::U Computing and Information Technology::UL Operating systems thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design 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. 2021-02-10T14:29:39Z 2021-02-10T14:29:39Z 2020-03-18 13:36:15 2020-04-01T09:12:07Z 2019 book 1006821 OCN: 1091584189 http://library.oapen.org/handle/20.500.12657/23334 https://directory.doabooks.org/handle/20.500.12854/35783 eng Lecture Notes in Computer Science open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/23334/1/1006821.pdf https://library.oapen.org/bitstream/20.500.12657/23334/1/1006821.pdf https://library.oapen.org/bitstream/20.500.12657/23334/1/1006821.pdf Springer Nature 10.1007/978-3-030-16272-6 10.1007/978-3-030-16272-6 9fa3421d-f917-4153-b9ab-fc337c396b5a 352 open access |
| spellingShingle | Computer science Computer system failures Computer communication systems Microprocessors Application software Logic design Operating systems (Computers) thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware thema EDItEUR::U Computing and Information Technology::UL Operating systems thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design High-Performance Modelling and Simulation for Big Data Applications |
| title | High-Performance Modelling and Simulation for Big Data Applications |
| title_full | High-Performance Modelling and Simulation for Big Data Applications |
| title_fullStr | High-Performance Modelling and Simulation for Big Data Applications |
| title_full_unstemmed | High-Performance Modelling and Simulation for Big Data Applications |
| title_short | High-Performance Modelling and Simulation for Big Data Applications |
| title_sort | high performance modelling and simulation for big data applications |
| topic | Computer science Computer system failures Computer communication systems Microprocessors Application software Logic design Operating systems (Computers) thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware thema EDItEUR::U Computing and Information Technology::UL Operating systems thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design |
| topic_facet | Computer science Computer system failures Computer communication systems Microprocessors Application software Logic design Operating systems (Computers) thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware thema EDItEUR::U Computing and Information Technology::UL Operating systems thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design |
| url | 1006821 |