
Exponential Index: A Parameterized Distributed Indexing Scheme for Data on Air
Jianliang Xu, Hong Kong Baptist University;
Wang-Chien Lee, Penn State University;
Xueyan Tang, Nanyang Technological University, Singapore
Wireless data broadcast has received a lot of attention from
industries and academia in recent years. Access efficiency and
energy conservation are two critical performance concerns in a
wireless data broadcast environment. To improve the efficiency of
energy consumption on mobile devices, traditional disk-based
indexing techniques such as B+-tree have been extended to index
broadcast data on a wireless channel. However, existing designs
are mostly based on centralized tree structures. Most of these
indexing techniques are not flexible in the sense that the
trade-off between access efficiency and energy conservation is not
adjustable based on application specific requirements. We propose in
this paper a novel parameterized index, called the exponential index,
which can be tuned to optimize the access latency with the tuning
time bounded by a given limit, and vice versa. The proposed index is
very efficient because it facilitates replication naturally by sharing links
in multiple search trees and thus minimizes storage overhead.
Experimental results show that the exponential index not only
achieves better performance than the state-of-the-art indexes but
also enables great flexibility in trade-offs between access latency
and tuning time.
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