Title :
Clustering-Based Index and Data Broadcasting for Mobile Nearest Neighbor Query Processing
Author :
Waluyo, A.B. ; Taniar, D. ; Rahayu, W. ; Srinivasan, Bama
Author_Institution :
Clayton Sch. of Inf. Technol., Monash Univ., Clayton, VIC, Australia
Abstract :
This paper introduces a novel clustering-based broadcast scheduling technique for mobile nearest-neighbor (NN) query processing in cyber physical systems. An efficient index structure is presented to guide mobile clients to the NN-objects. The proposed broadcast scheduling and indexing is aimed at minimizing query access time and energy consumption of the clients when retrieving NN-objects through wireless channels. We have experimentally studied the proposed scheme and its comparison with the state-of-the-art methods. The results suggest the efficacy of our proposed approach in offering minimum latency and energy consumption, which is critically important especially for resource-constrained wireless environments.
Keywords :
broadcast channels; client-server systems; indexing; mobile computing; pattern clustering; power aware computing; query processing; scheduling; wireless channels; NN query processing; NN-objects; clustering-based broadcast scheduling technique; clustering-based index structure; cyber physical systems; energy consumption minimization; indexing; mobile clients; mobile nearest-neighbor query processing; query access time minimization; resource-constrained wireless environments; wireless channels; Clustering methods; Indexing; Mobile communication; Query processing; Wireless communication; Cyber physical systems (CPSs); mobile broadcast query processing; wireless data dissemination;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2012.2230636