Realtime Analysis of Large-Scale Data
Becker, Daniel
Realtime Analysis of Large-Scale Data - KIT Scientific Publishing 2017 - 1 electronic resource (XIII, 98 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000056498 9783731505525
10.5445/KSP/1000056498 doi
nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung
Realtime Analysis of Large-Scale Data - KIT Scientific Publishing 2017 - 1 electronic resource (XIII, 98 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000056498 9783731505525
10.5445/KSP/1000056498 doi
nanocrystalligraphy image-processing signalverarbeitungbig data signal-processing nanokristallographie echtzeitverarbeitung real-time-processing big data bildverarbeitung