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|---|---|---|---|
| 001 | 978-3-030-16272-6 | ||
| 003 | DE-He213 | ||
| 005 | 20210511120824.0 | ||
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| 008 | 190325s2019 gw | s |||| 0|eng d | ||
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_a9783030162726 _9978-3-030-16272-6 |
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_a10.1007/978-3-030-16272-6 _2doi |
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_aHigh-Performance Modelling and Simulation for Big Data Applications _h[electronic resource] : _bSelected Results of the COST Action IC1406 cHiPSet / _cedited by Joanna Kołodziej, Horacio González-Vélez. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
|
| 300 |
_aXIV, 352 p. 63 illus., 55 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aTheoretical Computer Science and General Issues ; _v11400 |
|
| 505 | 0 | _aWhy High-Performance Modelling and Simulation for Big Data Applications Matters -- Parallelization of hierarchical matrix algorithms for electromagnetic scattering problems -- Tail Distribution and Extreme Quantile Estimation using Non-Parametric Approaches -- Towards efficient and scalable data-intensive content delivery: State-of-the-art, issues and challenges -- Big Data in 5G Distributed Applications -- Big Data Processing, Analysis and Applications in Mobile Cellular Networks -- Medical Data Processing and Analysis for Remote Health and Activities Monitoring -- Towards human cell simulation -- Cloud-based High Throughput Virtual Screening in Novel Drug Discovery -- Ultra Wide Band Body Area Networks: Design and integration with Computational Clouds -- Survey on AI-based multimodal methods for emotion detection -- Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-oriented Survey of the State-of-the-Art in the Cloud Era. | |
| 506 | 0 | _aOpen Access | |
| 520 | _aThis open access book is the final compendium of case studies emanated from the 4-year COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications” (cHiPSet). Funded by the European Commission from 2015, cHiPSet has created a sustainable reference network linking applied research in High Performance Computing (HPC) and Modelling & Simulation to tangibly address Big Data challenges. cHiPSet has enabled research partnerships for dozens of academics and industry practitioners located in 34 COST countries, as well as in Australia, Belarus, Brazil, China, Russia, and the USA. As a cooperation framework, cHiPSet has reached out to new audiences such as ICT professionals, commercial software developers, and the general public. At a time when Big Data has become a common household term, cHiPSet has strived to become a knowledge hub where data-driven HPC meets Modelling & Simulation. cHiPSet has also endeavoured to use and exploit results through Open Science practices, i.e., open access publication, open access to data repositories, and open-source software development. A testament to this philosophy, this compendium is set to become a required reference for the fast-changing fields of HPC, Big Data, and Modelling & Simulation. | ||
| 650 | 0 |
_aComputer system failures. _92531 |
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| 650 | 0 |
_aComputer communication systems. _9898 |
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| 650 | 0 |
_aMicroprocessors. _9160 |
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| 650 | 0 |
_aApplication software. _9147 |
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| 650 | 0 |
_aLogic design. _95068 |
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| 650 | 0 |
_aOperating systems (Computers). _9644 |
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| 650 | 1 | 4 |
_aSystem Performance and Evaluation. _0https://scigraph.springernature.com/ontologies/product-market-codes/I13049 _92534 |
| 650 | 2 | 4 |
_aComputer Communication Networks. _0https://scigraph.springernature.com/ontologies/product-market-codes/I13022 _9901 |
| 650 | 2 | 4 |
_aProcessor Architectures. _0https://scigraph.springernature.com/ontologies/product-market-codes/I13014 _9164 |
| 650 | 2 | 4 |
_aInformation Systems Applications (incl. Internet). _0https://scigraph.springernature.com/ontologies/product-market-codes/I18040 _9153 |
| 650 | 2 | 4 |
_aLogic Design. _0https://scigraph.springernature.com/ontologies/product-market-codes/I12050 _95069 |
| 650 | 2 | 4 |
_aOperating Systems. _0https://scigraph.springernature.com/ontologies/product-market-codes/I14045 _9646 |
| 700 | 1 |
_aKołodziej, Joanna. _eeditor. _0(orcid)0000-0002-5181-8713 _1https://orcid.org/0000-0002-5181-8713 _4edt _4http://id.loc.gov/vocabulary/relators/edt _95070 |
|
| 700 | 1 |
_aGonzález-Vélez, Horacio. _eeditor. _0(orcid)0000-0003-0241-6053 _1https://orcid.org/0000-0003-0241-6053 _4edt _4http://id.loc.gov/vocabulary/relators/edt _95071 |
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_aSpringerLink (Online service) _9141 |
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_iPrinted edition: _z9783030162719 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030162733 |
| 830 | 0 |
_aTheoretical Computer Science and General Issues ; _v11400 _92536 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-16272-6 |
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| 773 | _tSpringer Nature Open Access eBook | ||