Handbook of research on methodologies and applications of supercomputing:
As computers continue to remain essential tools for the pursuit of physics, medicine, economics, social sciences, and more, supercomputers are proving that they can further extend and greatly enhance as-of-yet undiscovered knowledge and solve the world’s most complex problems. As these instruments c...
Gespeichert in:
| Weitere Verfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey PA, USA
IGI Global, Publisher of Timely Knowledge
[2021]
|
| Schriftenreihe: | A volume in the Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series
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| Schlagworte: | |
| Online-Zugang: | DE-1050 DE-573 DE-898 DE-1049 DE-91 DE-706 DE-83 Volltext Volltext |
| Zusammenfassung: | As computers continue to remain essential tools for the pursuit of physics, medicine, economics, social sciences, and more, supercomputers are proving that they can further extend and greatly enhance as-of-yet undiscovered knowledge and solve the world’s most complex problems. As these instruments continue to lead to groundbreaking discoveries and breakthroughs, it is imperative that research remains up to date with the latest findings and uses.The Handbook of Research on Methodologies and Applications of Supercomputing is a comprehensive and critical reference book that provides research on the latest advances of control flow and dataflow supercomputing and highlights selected emerging big data applications needing high acceleration and/or low power. Consequently, this book advocates the need for hybrid computing, where the control flow part represents the host architecture and dataflow part represents the acceleration architecture. These issues cover the initial eight chapters. The remaining eight chapters cover selected modern applications that are best implemented on a hybrid computer, in which the transactional parts (serial code) are implemented on the control flow part and the loops (parallel code) on the dataflow part. These final eight chapters cover two major application domains: scientific computing and computing for digital economy. This book offers applications in marketing, medicine, energy systems, and library science, among others, and is an essential source for scientists, programmers, engineers, practitioners, researchers, academicians, and students interested in the latest findings and advancements in supercomputing |
| Beschreibung: | 1 Online-Ressource (xxviii 393 Seiten) Illustrationen, Diagramme |
| ISBN: | 1799871584 9781799871583 |
| ISSN: | 2327-3461 |
| DOI: | 10.4018/978-1-7998-7156-9 |
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| id | DE-604.BV047245170 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T17:06:03Z |
| indexdate | 2024-07-20T06:38:31Z |
| institution | BVB |
| isbn | 1799871584 9781799871583 |
| issn | 2327-3461 |
| language | English |
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| spelling | Handbook of research on methodologies and applications of supercomputing Veljko Milutinovic (Indiana University, Bloomington, USA), Milos Kotlar (University of Belgrade, Serbia) Methodologies and applications of supercomputing Hershey PA, USA IGI Global, Publisher of Timely Knowledge [2021] © 2021 1 Online-Ressource (xxviii 393 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier A volume in the Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series 2327-3461 As computers continue to remain essential tools for the pursuit of physics, medicine, economics, social sciences, and more, supercomputers are proving that they can further extend and greatly enhance as-of-yet undiscovered knowledge and solve the world’s most complex problems. As these instruments continue to lead to groundbreaking discoveries and breakthroughs, it is imperative that research remains up to date with the latest findings and uses.The Handbook of Research on Methodologies and Applications of Supercomputing is a comprehensive and critical reference book that provides research on the latest advances of control flow and dataflow supercomputing and highlights selected emerging big data applications needing high acceleration and/or low power. Consequently, this book advocates the need for hybrid computing, where the control flow part represents the host architecture and dataflow part represents the acceleration architecture. These issues cover the initial eight chapters. The remaining eight chapters cover selected modern applications that are best implemented on a hybrid computer, in which the transactional parts (serial code) are implemented on the control flow part and the loops (parallel code) on the dataflow part. These final eight chapters cover two major application domains: scientific computing and computing for digital economy. This book offers applications in marketing, medicine, energy systems, and library science, among others, and is an essential source for scientists, programmers, engineers, practitioners, researchers, academicians, and students interested in the latest findings and advancements in supercomputing Big Data (DE-588)4802620-7 gnd rswk-swf Deep learning (DE-588)1135597375 gnd rswk-swf Supercomputer (DE-588)4128144-5 gnd rswk-swf Supercomputer (DE-588)4128144-5 s Deep learning (DE-588)1135597375 s Big Data (DE-588)4802620-7 s DE-604 Milutinović, Veljko 1951- (DE-588)172259908 edt Kotlar, Milos ca. 20./21. Jh. (DE-588)123811508X edt Erscheint auch als Druck-Ausgabe 978-1-7998-7156-9 Erscheint auch als Druck-Ausgabe 1-7998-7156-8 Erscheint auch als Druck-Ausgabe, Softcover 978-1-7998-7157-6 https://doi.org/10.4018/978-1-7998-7156-9 Verlag URL des Erstveröffentlichers Volltext https://www.igi-global.com/gateway/book/261119 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Handbook of research on methodologies and applications of supercomputing Big Data (DE-588)4802620-7 gnd Deep learning (DE-588)1135597375 gnd Supercomputer (DE-588)4128144-5 gnd |
| subject_GND | (DE-588)4802620-7 (DE-588)1135597375 (DE-588)4128144-5 |
| title | Handbook of research on methodologies and applications of supercomputing |
| title_alt | Methodologies and applications of supercomputing |
| title_auth | Handbook of research on methodologies and applications of supercomputing |
| title_exact_search | Handbook of research on methodologies and applications of supercomputing |
| title_exact_search_txtP | Handbook of research on methodologies and applications of supercomputing |
| title_full | Handbook of research on methodologies and applications of supercomputing Veljko Milutinovic (Indiana University, Bloomington, USA), Milos Kotlar (University of Belgrade, Serbia) |
| title_fullStr | Handbook of research on methodologies and applications of supercomputing Veljko Milutinovic (Indiana University, Bloomington, USA), Milos Kotlar (University of Belgrade, Serbia) |
| title_full_unstemmed | Handbook of research on methodologies and applications of supercomputing Veljko Milutinovic (Indiana University, Bloomington, USA), Milos Kotlar (University of Belgrade, Serbia) |
| title_short | Handbook of research on methodologies and applications of supercomputing |
| title_sort | handbook of research on methodologies and applications of supercomputing |
| topic | Big Data (DE-588)4802620-7 gnd Deep learning (DE-588)1135597375 gnd Supercomputer (DE-588)4128144-5 gnd |
| topic_facet | Big Data Deep learning Supercomputer |
| url | https://doi.org/10.4018/978-1-7998-7156-9 https://www.igi-global.com/gateway/book/261119 |
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