Title :
On data management in pervasive computing environments
Author :
Perich, Filip ; Joshi, Anupam ; Finin, Timothy ; Yesha, Yelena
Author_Institution :
Maryland Univ., Baltimore, MD, USA
fDate :
5/1/2004 12:00:00 AM
Abstract :
This paper presents a framework to address new data management challenges introduced by data-intensive, pervasive computing environments. These challenges include a spatio-temporal variation of data and data source availability, lack of a global catalog and schema, and no guarantee of reconnection among peers due to the serendipitous nature of the environment. An important aspect of our solution is to treat devices as semiautonomous peers guided in their interactions by profiles and context. The profiles are grounded in a semantically rich language and represent information about users, devices, and data described in terms of "beliefs," "desires," and "intentions." We present a prototype implementation of this framework over combined Bluetooth and Ad Hoc 802.11 networks and present experimental and simulation results that validate our approach and measure system performance.
Keywords :
Internet; distributed databases; information management; ubiquitous computing; wireless LAN; beliefs desires intentions; data representation; data source availability; data-centric routing algorithm; knowledge representation; mobile data management; pervasive computing environments; profile driven data management; profile-driven caching algorithm; semantically rich language; semiautonomous peers; spatio-temporal variation; Bluetooth; Computational modeling; Computerized monitoring; Databases; Environmental management; Knowledge management; Low earth orbit satellites; Pervasive computing; Wireless LAN; Wireless communication;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
DOI :
10.1109/TKDE.2004.1277823