With the increasing use of wireless sensor networks in water quality monitoring, an enormous amount streaming data is generated by widely deployed sensors. However, current batch mode used for analysis can no longer meet diverse combination monitoring indicators and requirement timely results on all-weather basis. To overcome these challenges analyze a large quickly accurately, we propose strea...

Clustering can be defined as the process of partitioning a set of patterns into disjoint and homogeneous meaningful groups, called clusters. The growing need for distributed clustering algorithms is attributed to the huge size of databases that is common nowadays. The task of extracting knowledge from large databases, in the form of clustering rules, has attracted considerable attention. Distri...

Mobile ad-hoc networks (MANETs) are a form of wireless networks which do not require a base station for providing network connectivity. Mobile ad-hoc networks have many characteristics which distinguish them from other wireless networks which make routing in such networks a challenging task. Cluster based routing is one of the routing schemes for MANETs in which various clusters of mobile nodes...