Realtime Analysis of Large-Scale Data

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...

Full description

Saved in:
Bibliographic Details
:
Becker, Daniel
Year of Publication:2017
Language:English
Physical Description:1 electronic resource (XIII, 98 p. p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
id 993543833104498
ctrlnum (CKB)4920000000094546
(oapen)https://directory.doabooks.org/handle/20.500.12854/57700
(EXLCZ)994920000000094546
collection bib_alma
record_format marc
spelling Becker, Daniel auth
Realtime Analysis of Large-Scale Data
KIT Scientific Publishing 2017
1 electronic resource (XIII, 98 p. p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
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.
English
nanocrystalligraphy
image-processing
signalverarbeitungbig data
signal-processing
nanokristallographie
echtzeitverarbeitung
real-time-processing
big data
bildverarbeitung
3-7315-0552-5
language English
format eBook
author Becker, Daniel
spellingShingle Becker, Daniel
Realtime Analysis of Large-Scale Data
author_facet Becker, Daniel
author_variant d b db
author_sort Becker, Daniel
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_auth Realtime Analysis of Large-Scale Data
title_new Realtime Analysis of Large-Scale Data
title_sort realtime analysis of large-scale data
publisher KIT Scientific Publishing
publishDate 2017
physical 1 electronic resource (XIII, 98 p. p.)
isbn 1000056498
3-7315-0552-5
illustrated Not Illustrated
work_keys_str_mv AT beckerdaniel realtimeanalysisoflargescaledata
status_str n
ids_txt_mv (CKB)4920000000094546
(oapen)https://directory.doabooks.org/handle/20.500.12854/57700
(EXLCZ)994920000000094546
carrierType_str_mv cr
is_hierarchy_title Realtime Analysis of Large-Scale Data
_version_ 1796651990279782402
fullrecord <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01565nam-a2200373z--4500</leader><controlfield tag="001">993543833104498</controlfield><controlfield tag="005">20231214133632.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr|mn|---annan</controlfield><controlfield tag="008">202102s2017 xx |||||o ||| 0|eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1000056498</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)4920000000094546</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/57700</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)994920000000094546</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Becker, Daniel</subfield><subfield code="4">auth</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Realtime Analysis of Large-Scale Data</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="b">KIT Scientific Publishing</subfield><subfield code="c">2017</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 electronic resource (XIII, 98 p. p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">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.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">nanocrystalligraphy</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">image-processing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">signalverarbeitungbig data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">signal-processing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">nanokristallographie</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">echtzeitverarbeitung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">real-time-processing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">big data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">bildverarbeitung</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-7315-0552-5</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2023-12-15 06:00:16 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2019-11-10 04:18:40 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&amp;portfolio_pid=5337482490004498&amp;Force_direct=true</subfield><subfield code="Z">5337482490004498</subfield><subfield code="b">Available</subfield><subfield code="8">5337482490004498</subfield></datafield></record></collection>

Similar Items