Robust Distributed Data Aggregation - Softcover

Jesus, Paulo

Softcover

ISBN 10: 3659940828 ISBN 13: 9783659940828

Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 3659940828
• ISBN 13: 9783659940828
• Einband: Taschenbuch
• Anzahl der Seiten: 216
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar