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- Steinert, RebeccaRISE,Decisions, Networks and Analytics lab,SICS (author)
Performance Evaluation of a Distributed and Probabilistic Network Monitoring Approach
- 8
- Article/chapterEnglish2012
Publisher, publication year, extent ...
- 2012
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:ri-24053
- https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-24053URI
- https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-144606URI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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Notes
- QC 20140509
- We investigate the effects of employing a proba- bilistic fault detection approach relative the performance of a deterministic network monitoring method. The approach has its foundation in probabilistic network management, in which performance limits and thresholds are specified in terms of e.g. probabilities or belief values. When combined with adap- tive mechanisms, probabilistic approaches can potentially offer improved controllability, adaptivity and reliability, compared to deterministic monitoring methods. Results from synthetically generated and real network QoS measurements indicate that the probabilistic approach generally can perform at least as good as a deterministic algorithm, with a higher degree of predictable performance and resource-efficiency. Due to the stochastic nature of the algorithm, worse performance than expected is sometimes observed. Nevertheless, the results give additional support to some of the practical benefits expected in using probabilistic approaches for network management purposes.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences hsv//eng
- TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Kommunikationssystem hsv//swe
- ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Communication Systems hsv//eng
- adaptive fault detection
- network monitoring
- probabilistic network management
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- Gillblad, DanielRISE,Decisions, Networks and Analytics lab,SICS(Swepub:ri)daniel.gillblad@ri.se (author)
- RISEDecisions, Networks and Analytics lab (creator_code:org_t)
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