Stream Data Processing: A Quality of Service Perspective: Modeling, Scheduling, Load Shedding, and Complex Event Processing - Couverture souple

Chakravarthy, Sharma; Jiang, Qingchun

9781441943736: Stream Data Processing: A Quality of Service Perspective: Modeling, Scheduling, Load Shedding, and Complex Event Processing

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ISBN 10 : 1441943730 ISBN 13 : 9781441943736

Editeur : Springer, 2010

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Data Stream Management Systems (DSMSs) are the systems used to process data streams and provide for the needs of stream-based applications. This book presents a new paradigm to meet the needs of these applications, including a detailed discussion of the techniques proposed. It includes important aspects of a QoS-driven DSMS (Data Stream Management System) and introduces applications where a DSMS can be used and discusses needs beyond the stream processing model. It also discusses in detail the design and implementation of MavStream. This volume is primarily intended as a reference book for researchers and advanced-level students in computer science. It is also appropriate for practitioners in industry who are interested in developing applications.

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�diteurSpringer
Date d'�dition2010
ISBN 10 1441943730
ISBN 13 9781441943736
ReliureBroch�
Langueanglais
Nombre de pages352
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9780387710020: Stream Data Processing: a quality of Service Perspective : Modeling, scheduling, Load Shedding, and Complex Event Processing

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ISBN 10 : 0387710027 ISBN 13 : 9780387710020
Editeur : Springer-Verlag New York Inc., 2009
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Stream Data Processing: A Quality of Service Perspective

Sharma Chakravarthy|Qingchun Jiang

Edit� par Springer US, 2010

ISBN 10 : 1441943730 ISBN 13 : 9781441943736

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes important aspects of a QoS-driven DSMS (Data Stream Management System)Introduces applications where a DSMS can be used and discusses needs beyond the stream processing model Discusses in detail the design and implementation of MavS. N� de r�f. du vendeur 4174723

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Stream Data Processing: A Quality of Service Perspective

Qingchun Jiang

Edit� par Springer US Dez 2010, 2010

ISBN 10 : 1441943730 ISBN 13 : 9781441943736

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The systems used to process data streams and provide for the needs of stream-based applications are Data Stream Management Systems (DSMSs).This book presents a new paradigm to meet the needs of these applications, including a detailed discussion of the techniques proposed. Ii includes important aspects of a QoS-driven DSMS (Data Stream Management System) and introduces applications where a DSMS can be used and discusses needs beyond the stream processing model. It also discusses in detail the design and implementation of MavStream. This volume is primarily intended as a reference book for researchers and advanced-level students in computer science. It is also appropriate for practitioners in industry who are interested in developing applications. 352 pp. Englisch. N� de r�f. du vendeur 9781441943736

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Stream Data Processing: A Quality of Service Perspective : Modeling, Scheduling, Load Shedding, and Complex Event Processing

Qingchun Jiang

Edit� par Springer US, Springer US, 2010

ISBN 10 : 1441943730 ISBN 13 : 9781441943736

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - In recent years, a new class of applications has come to the forefront { p- marily due to the advancement in our ability to collect data from multitudes of devices, and process them e ciently. These include homeland security - plications, sensor/pervasive computing applications, various kinds of mo- toring applications, and even traditional applications belonging to nancial, computer network management, and telecommunication domains. These - plications need to process data continuously (and as long as data is available) from one or more sources. The sequence of data items continuously gen- ated by sources is termed a data stream. Because of the possible never-ending nature of a data stream, the amount of data to be processed is likely to be unbounded. In addition, timely detection of interesting changes or patterns or aggregations over incoming data is critical for many of these applications. Furthermore, the data arrival rates may uctuate over a period of time and may be bursty at times. For most of these applications, Quality of Service (or QoS) requirements, such as response time, memory usage, and throughput are extremely important. These application requirements make it infeasible to simply load the incoming data streams into a persistent store and process them e ectively using currently available database management techniques. N� de r�f. du vendeur 9781441943736

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Stream Data Processing: A Quality of Service Perspective

Qingchun Jiang

Edit� par Springer US, Springer US Dez 2010, 2010

ISBN 10 : 1441943730 ISBN 13 : 9781441943736

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Taschenbuch. Etat : Neu. Neuware -In recent years, a new class of applications has come to the forefront { p- marily due to the advancement in our ability to collect data from multitudes of devices, and process them e ciently. These include homeland security - plications, sensor/pervasive computing applications, various kinds of mo- toring applications, and even traditional applications belonging to nancial, computer network management, and telecommunication domains. These - plications need to process data continuously (and as long as data is available) from one or more sources. The sequence of data items continuously gen- ated by sources is termed a data stream. Because of the possible never-ending nature of a data stream, the amount of data to be processed is likely to be unbounded. In addition, timely detection of interesting changes or patterns or aggregations over incoming data is critical for many of these applications. Furthermore, the data arrival rates may uctuate over a period of time and may be bursty at times. For most of these applications, Quality of Service (or QoS) requirements, such as response time, memory usage, and throughput are extremely important. These application requirements make it infeasible to simply load the incoming data streams into a persistent store and process them e ectively using currently available database management techniques.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 352 pp. Englisch. N� de r�f. du vendeur 9781441943736

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