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Automated architect...
Automated architecture modeling for enterprise technology manageme using principles from data fusion : A security analysis case
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- Välja, Margus, 1981- (författare)
- KTH,KTH Royal Institute of Technology, Sweden
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- Korman, Matus, 1985- (författare)
- KTH,KTH Royal Institute of Technology, Sweden
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- Lagerström, Robert, 1981- (författare)
- KTH,Industriella informations- och styrsystem,KTH Royal Institute of Technology, Sweden
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- Franke, Ulrik (författare)
- RISE,Software and Systems Engineering Laboratory,Swedish Inst Comp Sci, Stockholm, Sweden.
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- Ekstedt, Mathias, 1975- (författare)
- KTH,Industriella informations- och styrsystem,KTH Royal Institute of Technology, Sweden
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(creator_code:org_t)
- IEEE, 2016
- 2016
- Engelska.
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Ingår i: PICMET 2016 - Portland International Conference on Management of Engineering and Technology. - : IEEE. - 9781509035953 ; , s. 14-22
- Relaterad länk:
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http://www.picmet.or...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- Architecture models are used in enterprise management for decision support. These decisions range from designing processes to planning for the appropriate supporting technology. It is unreasonable for an existing enterprise to completely reinvent itself. Incremental changes are in most cases a more resource efficient tactic. Thus, for planning organizational changes, models of the current practices and systems need to be created. For mid-sized to large organizations this can be an enormous task when executed manually. Fortunately, there's a lot of data available from different sources within an enterprise that can be used for populating such models. The data are however almost always heterogeneous and usually only representing fragmented views of certain aspects. In order to merge such data and obtaining a unified view of the enterprise a suitable methodology is needed. In this paper we address this problem of creating enterprise architecture models from heterogeneous data. The paper proposes a novel approach that combines methods from the fields of data fusion and data warehousing. The approach is tested using a modeling language focusing on cyber security analysis in a study of a lab setup mirroring a small power utility's IT environment.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Nyckelord
- Data fusion
- Data warehouses
- Decision support systems
- Security systems
- Architecture modeling
- Architecture models
- Enterprise Architecture
- Enterprise management
- Enterprise technology
- Large organizations
- Organizational change
- Supporting technology
- Modeling languages
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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