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Design, Implementation, and Evaluation of a QoS-Aware Real-Time Embedded Database.

Authors :
Kang, Woochul
Son, Sang Hyuk
Stankovic, John A
Source :
IEEE Transactions on Computers; Jan2012, Vol. 61 Issue 1, p45-59, 0p
Publication Year :
2012

Abstract

Quality-aware realtime Embedded DataBase (QeDB) is a database for data-intensive real-time applications running on embedded devices. Currently, databases for embedded systems are best effort, providing no guarantees on their timeliness and data freshness. Existing real-time database (RTDB) technology cannot be applied to these embedded databases since it hypothesizes that the main memory of a system is large enough to hold the entire database. This, however, might not be true in data-intensive real-time applications. QeDB uses a novel feedback control scheme to support QoS in such embedded systems without requiring all data to reside in main memory. In particular, our approach is based on simultaneous control of both I/O and CPU resources to guarantee the desired timeliness. Unlike existing work on feedback control of RTDB performance, we implement and evaluate the proposed scheme on a modern embedded device. The experimental results show that our approach supports the desired timeliness of transactions while still maintaining high data freshness compared to baseline approaches. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189340
Volume :
61
Issue :
1
Database :
Complementary Index
Journal :
IEEE Transactions on Computers
Publication Type :
Academic Journal
Accession number :
67669909
Full Text :
https://doi.org/10.1109/TC.2010.240