By Topic

Design and Implementation of a Data Stream Load Shedding Model

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Dan Wang ; Coll. of Comput. Sci. & Technol., Beijing Univ. of Technol., Beijing ; Maozeng Li

Aimed at the potential overload problems caused by the uncertainty of the arrived data in a data stream management system, the load shedding issue of the data stream system is researched. Focus on the condition that exists join operators of two streams, a semantic-based load shedding technique is applied. A data stream load shedding model is designed and implemented, which solves four problems including load shedding and anti-shedding time, amount, location and selecting predicate. The experiment result is analyzed, which shows that the load shedding model presented can effectively avoid the low processing efficiency when system is overload, and guarantee the coordination of arrived data and system processing capability, and make a combination of system stability and correctness as a result.

Published in:

Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for

Date of Conference:

18-21 Nov. 2008