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Formal Framework for Proof Generating Optimizers

  • Most software systems are described in high-level model or programming languages. Their runtime behavior, however, is determined by the compiled code. For uncritical software, it may be sufficient to test the runtime behavior of the code. For safety-critical software, there is an additional aggravating factor resulting from the fact that the code must satisfy the formal specification which reflects the safety policy of the software consumer and that the software producer is obliged to demonstrate that the code is correct with respect to the specification using formal verification techniques. In this scenario, it is of great importance that static analyses and formal methods can be applied on the source code level, because this level is more abstract and better suited for such techniques. However, the results of the analyses and the verification can only be carried over to the machine code level, if we can establish the correctness of the translation. Thus, compilation is a crucial step in the development of software systems and formally verified translation correctness is essential to close the formalization chain from high-level formal methods to the machine-code level. In this thesis, I propose an approach to certifying compilers which achieves the aim of closing the formalization chain from high-level formal methods to the machine-code level by applying techniques from mathematical logic and programming language semantics. I propose an approach called foundational translation validation (FTV) in which the software producer implements an FTV system comprising a compiler and a specification and verification framework (SVF) which is implemented in higher-order logic (HOL). The most important part of the SVF is an explicit translation contract which comprises the formalizations of the source and the target languages of the compiler and the formalization of a binary translation correctness predicate corrTrans(S,T) for source programs S and target programs T. The formalizations of the languages are realized as deep embeddings in HOL. This enables one to declare the whole program in a formalized language as a HOL constant. The predicate formally specifies when T is considered to be a correct translation of S. Its definition is explicitly based on the program semantics definitions provided by the translation contract. Subsequent to the translation, the compiler translates the source and the target programs into their syntactic representations as HOL constants, S and T, and generates a proof of corrTrans(S,T). We call a compiler which follows the FTV approach a proof generating compiler. Our approach borrows the idea of representing programs in correctness proofs as logic constants from the foundational proof-carrying code (FPCC) approach. Novel features that distinquish our approach from further approaches to certifying compilers, such as proof-carrying code (PCC) and translation validation (TV) are the following: Firstly, the presence of an explicit translation contract formalized in HOL: The approaches PCC and TV do not formalize a translation contract explicitly. Instead of this, they incorporate operational semantics and translation correctness criterion in translation validation tools on the programming language level. Secondly, representation of programs in correctness proofs as logic constants: The approaches PCC and the TV translate programs into their representations as semantic abstractions that serve as inputs for translation validation tools. Thirdly, certification of program transformation chains: Unlike the TV approach, which certifies single program transformations, the FTV approach achieves the aim of certifying whole chains of program transformations. This is possible due to the fact that the translation contract provides, for all programming languages involved in the program transformation chain, definitions of program semantics functions which map programs to mathematical objects that are elements of a set with an (at least) partial order "<=". Then, the proof makes use of the fact that the relation "<=" is transitive. In this thesis, the feasibility of the FTV approach is exemplified by the implementation of an FTV system. The system comprises a compiler front-end that certifies its optimization phase and an accompanying SVF that is implemented in the theorem prover Isabelle/HOL. The compiler front-end translates programs in a small C-like programming language, performs three optimizations: constant folding, dead assignment elimination, and loop invariant hoisting, and generates translation certificates in the form of Isabelle/HOL theories. The main focus of the thesis is on the description of the SVF and its translation verification techniques.
  • Ein formales Rahmenwerk für Beweis generierende Optimierer

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Verfasserangaben:Marek Jerzy Gawkowski
URN (Permalink):urn:nbn:de:hbz:386-kluedo-24643
Betreuer:Arnd Poetzsch-Heffter
Sprache der Veröffentlichung:Englisch
Jahr der Fertigstellung:2009
Jahr der Veröffentlichung:2009
Veröffentlichende Institution:Technische Universität Kaiserslautern
Titel verleihende Institution:Technische Universität Kaiserslautern
Datum der Annahme der Abschlussarbeit:20.04.2009
Datum der Publikation (Server):11.02.2010
Freies Schlagwort / Tag:foundational translation validation; machine-checkable proof; optimization correctness; proof generating optimizer; translation contract
GND-Schlagwort:Formaler Beweis; Generierung; Maschinelle Übersetzung; Optimierender Compiler; Optimierung; Validierung; Übersetzung
Fachbereiche / Organisatorische Einheiten:Fachbereich Informatik
DDC-Sachgruppen:0 Allgemeines, Informatik, Informationswissenschaft / 004 Informatik
Lizenz (Deutsch):Standard gemäß KLUEDO-Leitlinien vor dem 27.05.2011