A local algorithm to approximate the global clustering of streams generated in ubiquitous sensor networks

In ubiquitous streaming data sources, such as sensor networks, clustering nodes by the data they produce gives insights on the phenomenon being monitored. However, centralized algorithms force communication and storage requirements to grow unbounded. This article presents L2GClust, an algorithm to c...

Full description

Bibliographic Details
Main Authors: Pedro Pereira Rodrigues, João Araújo, João Gama, Luís Lopes
Format: Article
Language:English
Published: SAGE Publishing 2018-10-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147718808239