Algorithms For Data Stream Systems

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Data Stream Management

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Author : Minos Garofalakis
language : en
Publisher: Springer
Release Date : 2016-07-11

Data Stream Management written by Minos Garofalakis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-11 with Computers categories.

This volume focuses on the theory and practice of data stream management, and the novel challenges this emerging domain poses for data-management algorithms, systems, and applications. The collection of chapters, contributed by authorities in the field, offers a comprehensive introduction to both the algorithmic/theoretical foundations of data streams, as well as the streaming systems and applications built in different domains. A short introductory chapter provides a brief summary of some basic data streaming concepts and models, and discusses the key elements of a generic stream query processing architecture. Subsequently, Part I focuses on basic streaming algorithms for some key analytics functions (e.g., quantiles, norms, join aggregates, heavy hitters) over streaming data. Part II then examines important techniques for basic stream mining tasks (e.g., clustering, classification, frequent itemsets). Part III discusses a number of advanced topics on stream processing algorithms, and Part IV focuses on system and language aspects of data stream processing with surveys of influential system prototypes and language designs. Part V then presents some representative applications of streaming techniques in different domains (e.g., network management, financial analytics). Finally, the volume concludes with an overview of current data streaming products and new application domains (e.g. cloud computing, big data analytics, and complex event processing), and a discussion of future directions in this exciting field. The book provides a comprehensive overview of core concepts and technological foundations, as well as various systems and applications, and is of particular interest to students, lecturers and researchers in the area of data stream management.

Algorithms For Data Stream Systems

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Author : Mayur Datar
language : en
Publisher:
Release Date : 2003

Algorithms For Data Stream Systems written by Mayur Datar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.

Proceedings Of The Twenty First Acm Sigmod Sigact Sigart Symposium On Principles Of Database Systems

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Author :
language : en
Publisher:
Release Date : 2002

Proceedings Of The Twenty First Acm Sigmod Sigact Sigart Symposium On Principles Of Database Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computer science categories.

Data Streams

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Author : Charu C. Aggarwal
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-04-03

Data Streams written by Charu C. Aggarwal and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-03 with Computers categories.

This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mining aspects of data streams comprehensively: each contributed chapter contains a survey on the topic, the key ideas in the field for that particular topic, and future research directions. The book is intended for a professional audience composed of researchers and practitioners in industry. This book is also appropriate for advanced-level students in computer science.

Approximation Algorithms For Clustering Streams And Large Data Sets

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Author : Liadan O'Callaghan
language : en
Publisher:
Release Date : 2003

Approximation Algorithms For Clustering Streams And Large Data Sets written by Liadan O'Callaghan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.

Advanced Mechanical Engineering

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Author : Zhen Yu Du
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2010-06-30

Advanced Mechanical Engineering written by Zhen Yu Du and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-30 with Technology & Engineering categories.

Selected, peer reviewed papers from the 2010 International Conference on Advanced Mechanical Engineering (AME 2010) will be held on September 4~5, 2010 in Luoyang, China

Data Stream Management

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Author : Lukasz Golab
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2010

Data Stream Management written by Lukasz Golab and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Computers categories.

Offers an overview of recent research in stream processing, ranging from answering simple queries on high-speed streams to loading real-time data feeds into a streaming warehouse for off-line analysis. The book discusses two types of systems for end-to-end stream processing: Data Stream Management Systems (DSMSs) and Streaming Data Warehouses (SDWs).

Adaptive Query Processing In Data Stream Management Systems

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Author : Shivnath Babu
language : en
Publisher:
Release Date : 2005

Adaptive Query Processing In Data Stream Management Systems written by Shivnath Babu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.

Processing Continuous Queries Over Streaming Data With Limited System Resources

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Author : Brian Babcock
language : en
Publisher:
Release Date : 2006

Processing Continuous Queries Over Streaming Data With Limited System Resources written by Brian Babcock and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.

Parallel And Distributed Processing And Applications

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Author :
language : en
Publisher:
Release Date : 2005

Parallel And Distributed Processing And Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Electronic data processing categories.