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INDICIa: a new distributed clustering protocol
Citation
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: |
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| 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 |
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 |
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| DC Identifier: | https://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 |
