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Slide 1: Model Fusion ≡ AOP ≡ Feature Interaction Tom Maibaum McMaster University tom@maibaum.org
Slide 2: Some History  Views idea (models in different formalisms used jointly to design systems) originated with:    Atendolfo Angel Pereda Borquez and Roberto Lins de Carvalho, PUC/Rio, 1978-82  mapping models from one formalism to another  used 4 different formalisms Celso Niskier, Daniel Schwabe and Carlos José Pereira Lucena, PUC/Rio, 1984-86  built tool PRISMA to represent in Prolog cluses the information from 3 models, to maintain joint consistency Celso came to Imperial College to do a PhD, introduced the ideas to Anthony Finkelstein and PRESTO  Bashar Nuseibeh, Steve Easterbrook, etc September 13, 2007 CASCON:Model Fusion 2
Slide 3: Related Ideas  Database integration and fusion: originally, mapping various DB schemas into some ‘fusion’, so as to integrate respective DBs  with modern genetics DBs, with badly defined schemas and humongous amounts of data, emphasis on logical (as opposed to real) integration  the idea is to provide a mechanism for joint use of DBs for computational purposes, without actually building a joint model  September 13, 2007 CASCON:Model Fusion 3
Slide 4: Relating Models  Underlying any notion of views/model fusion is a map from one formalism to another how to map a model in one into a model in the other  integrate a view into a global model  relate one view to another   This is straightforward enough, BUT What happens when structure is taken into account? September 13, 2007 CASCON:Model Fusion 4
Slide 5: Relating Models Different formalisms with different concepts of object (component) and morphism (structuring mechanism) September 13, 2007 CASCON:Model Fusion 5
Slide 6: Relating Models … if formalisms closely related; structural elements are inductively mapped to compound structures in other formalism September 13, 2007 CASCON:Model Fusion 6
Slide 7: Relating Models … if formalisms not closely related; structural elements are smeared* across the whole structure in other formalism * see any decent category theory book for a definition September 13, 2007 CASCON:Model Fusion 7
Slide 8: model fusion results in smears on smears* * see any decent category theory book for a definition of smear composition September 13, 2007 CASCON:Model Fusion 8
Slide 9: Summary  This puts us in mind of aspect oriented programming  … which puts us in mind of what was the feature interaction problem of telephony fused structures lose structure  a lot of detail related to simply representing structure indirectly  feature interaction occurs  order of fusion becomes important   WHAT A MESS!!!!!!!!!!  If you don’t want to blow a fuse, don’t literally fuse! September 13, 2007 CASCON:Model Fusion 9