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2014 | OriginalPaper | Chapter

A Survey of Data Stream Processing Tools

Authors : Marcin Gorawski, Anna Gorawska, Krzysztof Pasterak

Published in: Information Sciences and Systems 2014

Publisher: Springer International Publishing

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Abstract

In current international context boundaries set for applications are being pushed by the emergence of bursty and time-varying data streams required to be processed in near real-time. Furthermore, traditional techniques for data mining cannot be applied to data streams. Thus, stream-based applications must exhibit to excel at a plurality of requirements. According to defined rules presented in previous promulgated researches on this subject we differ stream-based applications and evaluate their aptitude to stream sources management. By this work we intend to present features and drawbacks of existing software coming from both industry and academic world, along with outlining our contribution to this field.

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Metadata
Title
A Survey of Data Stream Processing Tools
Authors
Marcin Gorawski
Anna Gorawska
Krzysztof Pasterak
Copyright Year
2014
Book
Information Sciences and Systems 2014

Print ISBN: 978-3-319-09464-9

Electronic ISBN: 978-3-319-09465-6

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-3-319-09465-6_31

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