Higher-order Refinement Techniques for Model Driven Architecture
Lead Research Organisation:
King's College London
Department Name: Computer Science
Abstract
Enterprise software applications increasingly drive most aspects of modern business. These systems are inherently complex and heterogeneous - they involve the integration of different business perspectives, implemented across a suite of middleware and platforms. The challenge is to develop methods to implement this integration in a way that leads to robust and trustworthy enterprise systems.Model Driven Architecture.Model Driven Architecture (MDA) is targetted at this issue / and is a way of integrating and developing systems from heterogeneous system models.It is receiving significant attention from industry - major players such as IBM, Oracle and Rational Software are actively supporting MDA standards developed by the Object Management Group (OMG).The key idea behind MDA is to first develop platform independent models, and then use transformations to refine to specific platforms and architectures. The platform independent models provide abstract architectural and process specifications of systems, independent of the choice implementation technologies. The transformations define how platform independent models (e.g., written in UML) are implemented on the middleware and platforms of a particular enterprise.The benefit of MDA is that designers can focus on providing robust and architecturally sound business models at a suitable level of abstraction. Crucially, for MDA to be successful in practice, support for automating the transformations to the individual platforms must be provided.Model transformations.MDA has the potential for a wide impact across industry - initial industrial applications have shown system development time being improved by a factor of 10 through the use of MDA techniques.The MDA is an OMG standard that builds upon the success of UML. There is already significant uptake of the method from within the enterprise software engineering sector, and there is a real opportunity to promote a software development approach that emphasizes the advantages of modelling at various levels of abstraction and develops tools and techniques to support this.However, MDA remains an essentially informal approach, and work is needed on generic and uniform ways of developing and implementing such transformations. In addition, current techniques do not guarantee correctness of the model transformations, and make it difficult to deal with inconsistencies, error propagation and error detection.This project addresses the important question of how to develop and implement correct MDA transformations.We will do this byformalising MDA metamodels: to provide provide a common framework for the MDA architecture and its model transformations;providing a way to develop model transformations: to obtain a toolkit to specify and synthesize complex model transformations that are provably correct with respect to their specification;developing tool support: that implements our methods, supports the OMG standards and is interoperable with commonly used MDA CASE tools.Delivering this presents us with some serious research issues:how to encode the MDA model hierarchy;how to use this to develop automatic transformations; and how toimplement these so that as much of the theory is hidden from the user as possible.The MDA model hierarchy is intrinsically higher-order, and requires an expressive formal framework from which we can synthesize complex model transformations. However, expressivity must be balanced with computational power, and a constructive approach is necessary. To do this we will bring together constructive type theory, refinement and transformation techniques with support for automated deduction. Such an approach has a sound semantic underpinning and the domain of application offers the opportunity for the well-founded and effective engineering of tool support.
People |
ORCID iD |
Kevin Lano (Principal Investigator) |
Publications
Ju T
(2023)
A new prediction method of industrial atmospheric pollutant emission intensity based on pollutant emission standard quantification.
in Frontiers of environmental science & engineering
Kevin Lano (Author)
(2013)
Solving the Petri-Net to Statecharts case study with UML-RSDS
Kevin Lano (Author)
(2013)
Optimising Model-transformations using Design Patterns
LANO K
(2016)
Veri?ed Bidirectional Transformations by Construction
Lano K
(2019)
Declarative Specification of Bidirectional Transformations Using Design Patterns
in IEEE Access
Tehrani S
(2016)
Theory and Practice of Model Transformations
Description | (i) Techniques and design patterns for transformation specifications which result in good quality characteristics for transformations: in particular to improve their analysis and the efficiency of their implementations; (ii) Novel verification techniques for model transformations. |
Exploitation Route | The tools and patterns produced by the project can be used by other research groups and by industrial practitioners. |
Sectors | Aerospace Defence and Marine Digital/Communication/Information Technologies (including Software) Energy Environment Financial Services and Management Consultancy Healthcare |
URL | http://www.dcs.kcl.ac.uk/staff/kcl/uml2web/ |
Description | Three students gained PhDs from work directly related to the project. The quality analysis framework used in the project was adopted by the TTC 2013 conference to evaluate transformations. Industrial consultation with a financial services company in 2015 produced a new application of the project technologies to financial risk analysis. A paper was published describing the case study and the developed software was adopted by the company as an improvement over the previous software. |
First Year Of Impact | 2015 |
Sector | Education,Financial Services, and Management Consultancy |
Impact Types | Economic |
Title | UML-RSDS |
Description | UML-RSDS is a model-based development tool based on UML-RSDS. The grant supported major improvement and extension of this tool, which is currently in version 1.7 (www.dcs.kcl.ac.uk/staff/kcl/uml2web). It has been used extensively for teaching. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2015 |
Provided To Others? | Yes |
Impact | Adoption for financial application specification and implementation by an external company (HRS, 2015). |
URL | http://www.dcs.kcl.ac.uk/staff/kcl/uml2web |
Description | Framework for Model Transformation Verification |
Organisation | Middlesex University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Collaboration between King's College London, the University of Middlesex and the University of York, on establishing generally-applicable techniques for transformation verification. This work has resulted in an EPSRC project proposal "VeriTrans" and a paper, under review for a major journal. Tony Clark has contributed expertise in metamodelling in order to help in the formulation of metamodels for representation of transformation specifications and implementations. |
Start Year | 2012 |