Title :
Evaluation of Optimization Methods for Network Bottleneck Diagnosis
Author :
Beygelzimer, Alina ; Kephart, Jeff ; Rish, Irina
Author_Institution :
IBM T.J. Watson Res. Center, Hawthorne
Abstract :
We consider the problem of localizing network performance bottlenecks and evaluate how various optimization techniques developed for reconstructing link delays perform on this decision problem. We provide some practical suggestions on which approach to use in different scenarios.
Keywords :
optimisation; telecommunication traffic; link delays; network bottleneck diagnosis; optimization methods; Computer network management; Computer networks; Computerized monitoring; Delay effects; Distributed computing; Least squares approximation; Optimization methods; Performance evaluation; Testing; Tomography;
Conference_Titel :
Autonomic Computing, 2007. ICAC '07. Fourth International Conference on
Conference_Location :
Jacksonville, FL
Print_ISBN :
0-7695-2779-5
Electronic_ISBN :
0-7695-2779-5
DOI :
10.1109/ICAC.2007.15
