Steinert, Rebecca and Gillblad, Daniel (2009) An initial approach to distributed adaptive fault-handling in networked systems. [SICS Report]
We present a distributed adaptive fault-handling algorithm applied in networked systems. The probabilistic approach that we use makes the proposed method capable of adaptively detect and localize network faults by the use of simple end-to-end test transactions. Our method operates in a fully distributed manner, such that each network element detects faults using locally extracted information as input. This allows for a fast autonomous adaption to local network conditions in real-time, with significantly reduced need for manual configuration of algorithm parameters. Initial results from a small synthetically generated network indicate that satisfactory algorithm performance can be achieved, with respect to the number of detected and localized faults, detection time and false alarm rate.
|Item Type:||SICS Report|
|Deposited By:||Vicki Carleson|
|Deposited On:||06 May 2009|
|Last Modified:||18 Nov 2009 16:24|
Repository Staff Only: item control page