Fundamentals of stream processing: application design, systems, and analytics
Stream processing is a novel distributed computing paradigm that supports the gathering, processing and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building bloc...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2014
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | Stream processing is a novel distributed computing paradigm that supports the gathering, processing and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field. This book introduces the key components of the stream computing paradigm, including the distributed system infrastructure, the programming model, design patterns and streaming analytics. The explanation of the underlying theoretical principles, illustrative examples and implementations using the IBM InfoSphere Streams SPL language and real-world case studies provide students and practitioners with a comprehensive understanding of such applications and the middleware that supports them |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xxvii, 529 pages) |
| ISBN: | 9781139058940 |
| DOI: | 10.1017/CBO9781139058940 |
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| discipline | Informatik |
| doi_str_mv | 10.1017/CBO9781139058940 |
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| spelling | Andrade, Henrique C. M. Verfasser aut Fundamentals of stream processing application design, systems, and analytics Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York Cambridge Cambridge University Press 2014 1 online resource (xxvii, 529 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Stream processing is a novel distributed computing paradigm that supports the gathering, processing and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field. This book introduces the key components of the stream computing paradigm, including the distributed system infrastructure, the programming model, design patterns and streaming analytics. The explanation of the underlying theoretical principles, illustrative examples and implementations using the IBM InfoSphere Streams SPL language and real-world case studies provide students and practitioners with a comprehensive understanding of such applications and the middleware that supports them Data flow computing SIMD (Computer architecture) Streaming Kommunikationstechnik (DE-588)4614855-3 gnd rswk-swf Hochleistungsrechnen (DE-588)4532701-4 gnd rswk-swf Hochleistungsrechnen (DE-588)4532701-4 s Streaming Kommunikationstechnik (DE-588)4614855-3 s 1\p DE-604 Gedik, Buğra Sonstige oth Turaga, Deepak S. Sonstige oth Erscheint auch als Druckausgabe 978-1-107-01554-8 https://doi.org/10.1017/CBO9781139058940 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Andrade, Henrique C. M. Fundamentals of stream processing application design, systems, and analytics Data flow computing SIMD (Computer architecture) Streaming Kommunikationstechnik (DE-588)4614855-3 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd |
| subject_GND | (DE-588)4614855-3 (DE-588)4532701-4 |
| title | Fundamentals of stream processing application design, systems, and analytics |
| title_auth | Fundamentals of stream processing application design, systems, and analytics |
| title_exact_search | Fundamentals of stream processing application design, systems, and analytics |
| title_full | Fundamentals of stream processing application design, systems, and analytics Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York |
| title_fullStr | Fundamentals of stream processing application design, systems, and analytics Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York |
| title_full_unstemmed | Fundamentals of stream processing application design, systems, and analytics Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York |
| title_short | Fundamentals of stream processing |
| title_sort | fundamentals of stream processing application design systems and analytics |
| title_sub | application design, systems, and analytics |
| topic | Data flow computing SIMD (Computer architecture) Streaming Kommunikationstechnik (DE-588)4614855-3 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd |
| topic_facet | Data flow computing SIMD (Computer architecture) Streaming Kommunikationstechnik Hochleistungsrechnen |
| url | https://doi.org/10.1017/CBO9781139058940 |
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