Realtime Analysis of Large-Scale Data
In photon science more and more data are taken. It is not possible anymore to store and process all data offline. In this book, we explore strategies for handling this large amount of data. A neural network as well as techniques from image processing are used to efficiently categorize and select use...
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| Autore principale: | |
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| Natura: | Online |
| Lingua: | inglese |
| Pubblicazione: |
KIT Scientific Publishing
2021
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| Soggetti: | |
| Accesso online: | 35018 |
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| _version_ | 1869516003149348864 |
|---|---|
| author | Becker, Daniel |
| author_browse | Becker, Daniel |
| author_facet | Becker, Daniel |
| author_sort | Becker, Daniel |
| collection | Directory of Open Access Books |
| description | In photon science more and more data are taken. It is not possible anymore to store and process all data offline. In this book, we explore strategies for handling this large amount of data. A neural network as well as techniques from image processing are used to efficiently categorize and select useful data. We also indicate why many sophisticated algorithms cannot be used in this context. In addition, a prototype for data selection is presented, discussed, and benchmarked. |
| format | Online |
| id | doab-20.500.12854ir-57700 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-577002023-12-20T18:40:42Z Realtime Analysis of Large-Scale Data Becker, Daniel QA75.5-76.95 nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung bic Book Industry Communication::U Computing & information technology::UY Computer science In photon science more and more data are taken. It is not possible anymore to store and process all data offline. In this book, we explore strategies for handling this large amount of data. A neural network as well as techniques from image processing are used to efficiently categorize and select useful data. We also indicate why many sophisticated algorithms cannot be used in this context. In addition, a prototype for data selection is presented, discussed, and benchmarked. 2021-02-12T00:56:52Z 2021-02-12T00:56:52Z 2019-07-30 20:02:00 2017 book 35018 9783731505525 https://directory.doabooks.org/handle/20.500.12854/57700 eng image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731505525 KIT Scientific Publishing 10.5445/KSP/1000056498 10.5445/KSP/1000056498 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731505525 XIII, 98 p. open access |
| spellingShingle | QA75.5-76.95 nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung bic Book Industry Communication::U Computing & information technology::UY Computer science Becker, Daniel Realtime Analysis of Large-Scale Data |
| title | Realtime Analysis of Large-Scale Data |
| title_full | Realtime Analysis of Large-Scale Data |
| title_fullStr | Realtime Analysis of Large-Scale Data |
| title_full_unstemmed | Realtime Analysis of Large-Scale Data |
| title_short | Realtime Analysis of Large-Scale Data |
| title_sort | realtime analysis of large scale data |
| topic | QA75.5-76.95 nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 35018 |
| work_keys_str_mv | AT beckerdaniel realtimeanalysisoflargescaledata |