With the advancement of data generation technologies such as sensor networks, multiple data streams are continuously generated. Clustering multiple data streams is challenging as the requirement of clustering at anytime becomes more critical. We aim to cluster multiple data streams concurrently and in this paper we report our work in progress. ClusTree is an anytime clustering algorithm for a s...