INDICIa: a new distributed clustering protocol

Callau-Zori, Mar (2013). INDICIa: a new distributed clustering protocol. In: "28th Annual ACM Symposium on Applied Computing", 18-22 Mar 2013, Coimbra, Portugal. ISBN Proceedings of the 28th Annual ACM Symposium on Applied Computing.

Description

Title: INDICIa: a new distributed clustering protocol
Author/s:
  • Callau-Zori, Mar
Item Type: Presentation at Congress or Conference (Article)
Event Title: 28th Annual ACM Symposium on Applied Computing
Event Dates: 18-22 Mar 2013
Event Location: Coimbra, Portugal
Title of Book: SAC'13: proceedings of the 28th Annual ACM Symposium on Applied Computing
Date: 2013
ISBN: Proceedings of the 28th Annual ACM Symposium on Applied Computing
Subjects:
Freetext Keywords: Data streams - K-means - Distributed clustering
Faculty: Facultad de Informática (UPM)
Department: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Many data streaming applications produces massive amounts of data that must be processed in a distributed fashion due to the resource limitation of a single machine. We propose a distributed data stream clustering protocol. Theoretical analysis shows preliminary results about the quality of discovered clustering. In addition, we present results about the ability to reduce the time complexity respect to the centralized approach.

More information

Item ID: 29637
DC Identifier: http://oa.upm.es/29637/
OAI Identifier: oai:oa.upm.es:29637
Official URL: http://dl.acm.org/citation.cfm?id=2480362
Deposited by: Memoria Investigacion
Deposited on: 17 Jun 2014 07:33
Last Modified: 23 Nov 2017 10:26
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