On data management in pervasive computing environments

被引:46
|
作者
Perich, F [1 ]
Joshi, A [1 ]
Finin, T [1 ]
Yesha, Y [1 ]
机构
[1] Univ Maryland, Baltimore, MD 21250 USA
基金
美国国家科学基金会;
关键词
mobile data management; pervasive computing environments; data and knowledge representation; profile-driven caching algorithm; profile driven data management; data-centric routing algorithm;
D O I
10.1109/TKDE.2004.1277823
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:621 / 634
页数:14
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