Realtime Analysis of Large-Scale Data
Abstract
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.
Keywords
nanocrystalligraphy; image-processing; signalverarbeitungbig data; signal-processing; nanokristallographie; echtzeitverarbeitung; real-time-processing; big data; bildverarbeitungISBN
9783731505525Publisher
KIT Scientific PublishingPublisher website
http://www.ksp.kit.edu/Publication date and place
2017Classification
Computer science