Efficient scheduling of periodic information monitoring requests

Efficient scheduling of periodic information monitoring requests

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Article ID: iaor20083551
Country: Netherlands
Volume: 173
Issue: 2
Start Page Number: 583
End Page Number: 599
Publication Date: Sep 2006
Journal: European Journal of Operational Research
Authors: , ,
Keywords: heuristics, scheduling
Abstract:

In many mission-critical applications such as police and homeland security-related information systems, automated monitoring of relevant information sources is essential. Such monitoring results in a large number of periodic queries, which can significantly increase the load on a server that hosts information services. If the execution of these queries is not carefully scheduled on the server, high peak load might occur, leading to degraded service quality. We investigate this query scheduling problem with the objective of minimizing the server's peak load. We state an optimization-based formulation and show that this problem is NP-hard in the strong sense. Subsequently, several greedy heuristic approaches are developed and compared via a computational study with respect to solution quality and computational efficiency.

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