Sinossi
Distributed aggregation algorithms are an important building block of modern large scale systems, as it allows the determination of meaningful system-wide properties which are required to direct the execution of distributed applications. In the last decade, several algorithms have been proposed to address the distributed computation of aggregation functions, exhibiting different properties in terms of accuracy, speed and communication tradeoffs. However, existing approaches exhibit many issues when challenged in faulty and dynamic environments, lacking in terms of fault-tolerance and support to churn. This book studies the robust distributed aggregation problem. In particular, a definition of the aggregation problem is proposed, existing distributed aggregation algorithm are surveyed and classified into a comprehensive taxonomy, and a novel approach named Flow Updating which is fault-tolerant and able to operate on dynamics networks is detailed. This work is expected to constitute a relevant contribution to the area of distributed computing, in particular for the robust distributed computation of aggregation functions in dynamic networks.
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Informazioni sull?autore
Paulo Jesus obtained his PhD degree in the area of Distributed Systems in 2012, from the MAP-i doctoral program in computer science by the Universities of Minho, Aveiro and Porto (Portugal). He also has a MSc degree in mobile systems (2007). His research interests include distributed algorithms, fault tolerance, and mobile systems.
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Robust Distributed Data Aggregation
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LAP LAMBERT Academic Publishing Sep 2016, 2016
ISBN 10: 3659940828
ISBN 13: 9783659940828
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Distributed aggregation algorithms are an important building block of modern large scale systems, as it allows the determination of meaningful system-wide properties which are required to direct the execution of distributed applications. In the last decade, several algorithms have been proposed to address the distributed computation of aggregation functions, exhibiting different properties in terms of accuracy, speed and communication tradeoffs. However, existing approaches exhibit many issues when challenged in faulty and dynamic environments, lacking in terms of fault-tolerance and support to churn. This book studies the robust distributed aggregation problem. In particular, a definition of the aggregation problem is proposed, existing distributed aggregation algorithm are surveyed and classified into a comprehensive taxonomy, and a novel approach named Flow Updating which is fault-tolerant and able to operate on dynamics networks is detailed. This work is expected to constitute a relevant contribution to the area of distributed computing, in particular for the robust distributed computation of aggregation functions in dynamic networks. 216 pp. Englisch. Codice articolo 9783659940828
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Jesus PauloPaulo Jesus obtained his PhD degree in the area of Distributed Systems in 2012, from the MAP-i doctoral program in computer science by the Universities of Minho, Aveiro and Porto (Portugal). He also has a MSc degree in mob. Codice articolo 158606873
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Robust Distributed Data Aggregation
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ISBN 13: 9783659940828
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Paperback. Condizione: Brand New. 216 pages. 8.66x5.91x0.49 inches. In Stock. Codice articolo 3659940828
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Robust Distributed Data Aggregation
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Distributed aggregation algorithms are an important building block of modern large scale systems, as it allows the determination of meaningful system-wide properties which are required to direct the execution of distributed applications. In the last decade, several algorithms have been proposed to address the distributed computation of aggregation functions, exhibiting different properties in terms of accuracy, speed and communication tradeoffs. However, existing approaches exhibit many issues when challenged in faulty and dynamic environments, lacking in terms of fault-tolerance and support to churn. This book studies the robust distributed aggregation problem. In particular, a definition of the aggregation problem is proposed, existing distributed aggregation algorithm are surveyed and classified into a comprehensive taxonomy, and a novel approach named Flow Updating which is fault-tolerant and able to operate on dynamics networks is detailed. This work is expected to constitute a relevant contribution to the area of distributed computing, in particular for the robust distributed computation of aggregation functions in dynamic networks.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 216 pp. Englisch. Codice articolo 9783659940828
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Distributed aggregation algorithms are an important building block of modern large scale systems, as it allows the determination of meaningful system-wide properties which are required to direct the execution of distributed applications. In the last decade, several algorithms have been proposed to address the distributed computation of aggregation functions, exhibiting different properties in terms of accuracy, speed and communication tradeoffs. However, existing approaches exhibit many issues when challenged in faulty and dynamic environments, lacking in terms of fault-tolerance and support to churn. This book studies the robust distributed aggregation problem. In particular, a definition of the aggregation problem is proposed, existing distributed aggregation algorithm are surveyed and classified into a comprehensive taxonomy, and a novel approach named Flow Updating which is fault-tolerant and able to operate on dynamics networks is detailed. This work is expected to constitute a relevant contribution to the area of distributed computing, in particular for the robust distributed computation of aggregation functions in dynamic networks. Codice articolo 9783659940828
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Taschenbuch. Condizione: Neu. Robust Distributed Data Aggregation | Paulo Jesus | Taschenbuch | 216 S. | Englisch | 2016 | LAP LAMBERT Academic Publishing | EAN 9783659940828 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Codice articolo 103381135
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