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Model Base Validation Techniques for Software

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Presentation on theme: "Model Base Validation Techniques for Software"— Presentation transcript:

1 Model Base Validation Techniques for Software
Insup Lee SDRL (Systems Design Research Lab) RTG (Real-Time Systems Group) Department of Computer and Information Science University of Pennsylvania Philadelphia, PA 2/16/2019 CIS

2 PITAC report Presidential Information Technology Advisory Committee (PITAC) report to the President, Feb 1999. Finding and Recommendations Federal information technology R&D investment is inadequate. Federal information technology R&D is too heavily focused on near-term problems. Recommendation:  Create a strategic initiative in long-term information technology R&D. 2/16/2019 CIS

3 Technical Research Priorities
Software Research Scalable Information Infrastructure High-End Computing  Socioeconomic Impacts  Creating Effective Management Structure for Federal IT R&D 2/16/2019 CIS

4 Software Research Findings
Demand for software far exceeds the Nation's ability to produce it. The Nation depends on fragile software. Technologies to build reliable and secure software are inadequate. The diversity and sophistication of software systems are growing rapidly. More and more often, common activities of ordinary people are based on software. The Nation is underinvesting in fundamental software research. E.g., Space shuttle, Arian 5, Denver airport, etc. 2/16/2019 CIS

5 Software Research Recommendations
Make fundamental software research an absolute priority Fund fundamental research in software development methods and component technologies. Support fundamental research in human-computer interfaces and interaction. Support fundamental research in information management techniques for managing, analyzing, and explaining information and in making it available for its myriad of uses. Make software research a substantive component of every major IT research initiative. Increase current funding for software research as follows over fiscal years ($112M, 268M, 376M, 472M, 540M) 2/16/2019 CIS

6 New Research Directions for Software
Model-based software development Multi-faceted programming Composable and customizable frameworks Collaborative software development Intelligent middleware Design of networked embedded systems System/Software co-design environment 2/16/2019 CIS

7 Model-based software development
Research goal: to move software development toward the use of high-level, domain-specific abstractions in the development process. These high-level, domain-specific modeling languages must be formal enough to be used directly for analysis of designs and software generation. Model-based software development technologies should also support a wide range of new capabilities such as self-monitoring, self-healing, self-adaptation and self-optimization. 2/16/2019 CIS

8 Models in Traditional Engineering
Before we build the real thing... …we first build models …and then evaluate them X = cos (h + p/2) + x*5 Selic 2/16/2019 CIS

9 Software Models Abstract representations of programs that highlight properties of interest Models help us to reason about a software system Expressed using problem domain concepts (vs. implementation/technology domain concepts) subsystem subXY () { int x,y; for I := 1 to 55 do {x[I] = y[I+1]; case x[I] of {1 : if (x[I]… . . Software is the only engineering medium in which models can be evolved into complete implementations Selic 2/16/2019 CIS

10 Software Development Process
Requirements capture and analysis Informal to formal Consistency and completeness Assumptions and interfaces between system components Application-specific properties Design specifications and analysis Formal modeling notations Abstractions Analysis techniques (simulation, model checking, equivalence checking, testing, etc.) Implementation Manual/automatic code generation Validation (testing, model extraction, etc.) Run-time monitoring and checking Requirements Design specification Implementation 2/16/2019 CIS

11 Q & A 2/16/2019 CIS


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