Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety
14th International Conference, BDAS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018, Proceedings
Editors: Kozielski, S., Mrozek, D., Kasprowski, P., Małysiak-Mrozek, B., Kostrzewa, D. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the 14th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2018, held in Poznań, Poland, in September 2018, during the IFIP World Computer Congress.
It consists of 38 carefully reviewed papers selected from 102 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing; artificial intelligence, data mining and knowledge discovery; text mining, natural language processing, ontologies and semantic web; image analysis and multimedia mining.
- Table of contents (38 chapters)
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Exploring Spark-SQL-Based Entity Resolution Using the Persistence Capability
Pages 3-17
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The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis
Pages 18-32
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Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud
Pages 33-46
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EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines
Pages 47-60
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SINGLE vs. MapReduce vs. Relational: Predicting Query Execution Time
Pages 63-74
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Table of contents (38 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety
- Book Subtitle
- 14th International Conference, BDAS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018, Proceedings
- Editors
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- Stanislaw Kozielski
- Dariusz Mrozek
- Paweł Kasprowski
- Bożena Małysiak-Mrozek
- Daniel Kostrzewa
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 928
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-319-99987-6
- DOI
- 10.1007/978-3-319-99987-6
- Softcover ISBN
- 978-3-319-99986-9
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XVIII, 506
- Number of Illustrations
- 160 b/w illustrations
- Topics
