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An initial approach...
An initial approach to distributed adaptive fault-handling in networked systems
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- Steinert, Rebecca (författare)
- RISE,Decisions, Networks and Analytics lab
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- Gillblad, Daniel (författare)
- RISE,Decisions, Networks and Analytics lab
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(creator_code:org_t)
- 1
- Kista, Sweden : Swedish Institute of Computer Science, 2009
- Engelska 28 s.
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Serie: SICS Technical Report, 1100-3154 ; 2009:07
- Relaterad länk:
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Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Publikations- och innehållstyp
- vet (ämneskategori)
- rap (ämneskategori)