Towards the Analysis & Prediction of Complex System Behaviour in SAPERE


Marco Alberti, Andrea Omicini

Complex computational systems are often intrinsically unpredictable even for the engineers designing them: understanding their possible evolution over time is typically required, for instance in order to match some application requirements. In this paper, we first survey some of the most promising and effective techniques for the analysis and prediction of complex computational systems, then we focus on SAPERE-coordinated pervasive ecosystems. We identify the most essential elements of the SAPERE coordination model, select two techniques - model checking and data mining -, and derive two possible approaches to the analysis and prediction of the behaviour of SAPERE systems.

(keywords) SAPERE coordination model, behaviour prediction, data mining, model checking, pervasive ecosystems

Self-Adaptive and Self-Organizing Systems Workshops (SASOW), pages 193-198,  2012.
Jeremy Pitt (eds.), IEEE Computer Society.
2012 IEEE Sixth International Conference (SASOW 2012), Lyon, France, 10-14 September 2012. Proceedings

@inproceedings{predict-sasow2012,
Author = {Alberti, Marco and Omicini, Andrea},
Booktitle = {Self-Adaptive and Self-Organizing Systems Workshops (SASOW)},
Doi = {10.1109/SASOW.2012.41},
Editor = {Pitt, Jeremy},
Keywords = {SAPERE coordination model, behaviour prediction, data mining, model checking, pervasive ecosystems},
Isbn = {978-1-4673-5153-9},
Isbn-Online = {978-07695-4895-1},
Note = {2012 IEEE Sixth International Conference (SASOW 2012), Lyon, France, 10-14~} # sep # {~2012. Proceedings},
Pages = {193--198},
Publisher = {IEEE CS},
ScopusId = {2-s2.0-84877298433},
Title = {Towards the Analysis \& Prediction of Complex System Behaviour in {SAPERE}},
Url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6498402},
Url-Pdf = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6498402},
WosId = {000321250200031},
Year = 2012}

Events

Publication

— authors

Marco Alberti, Andrea Omicini

— editors

Jeremy Pitt

— status

published

— sort

paper in proceedings

Venue

— volume

Self-Adaptive and Self-Organizing Systems Workshops (SASOW)

— pages

193-198

— publication date

2012

URLs

original page  |  original PDF

Identifiers

— DOI

10.1109/SASOW.2012.41

— IRIS

11585/152892

— Scopus

2-s2.0-84877298433

— WoS / ISI

000321250200031

— print ISBN

978-1-4673-5153-9

— online ISBN

978-07695-4895-1

BibTeX

— BibTeX ID
predict-asensis2012
— BibTeX category
inproceedings

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