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A Typebased Framework for Program Analysis
, 1994
"... . In this paper we present a general framework for typebased analyses of functional programs. Our framework is a generalisation of our earlier work on strictness analysis and was inspired by Burn's logical framework. The framework is parameterised by a set of types to represent properties and inter ..."
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Cited by 10 (2 self)
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. In this paper we present a general framework for typebased analyses of functional programs. Our framework is a generalisation of our earlier work on strictness analysis and was inspired by Burn's logical framework. The framework is parameterised by a set of types to represent properties and interpretations for constants in the language. To construct a new analysis, the user needs only to supply a model for the types (which properties they denote) and sound rules for the constants. We identify the local properties that must be proven to guarantee the correctness of a specific analysis and algorithm. We illustrate the approach by recasting Hunt and Sand's binding time analysis in our framework. Furthermore we report on experimental results suggesting that our generic inference algorithm can provide the basis for an efficient program analyser. 1 Introduction The first explicit use of types in program analysis was by Kuo and Mishra [14]. They presented a type system for inferring stric...
Refinement Types for Specification
 IFIP Working Conference on Programming Concepts and Methods (PROCOMET ’98), Shelter Island
, 1998
"... We develop a theory of program specification using the notion of refinement type. This provides a notion of structured specification, useful for verification and program development. We axiomatise the satisfaction of specifications by programs as a generalised typing relation and give rules for refi ..."
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Cited by 9 (2 self)
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We develop a theory of program specification using the notion of refinement type. This provides a notion of structured specification, useful for verification and program development. We axiomatise the satisfaction of specifications by programs as a generalised typing relation and give rules for refining specifications. A per semantics based on Henkin models is given, for which the system is proven to be sound and complete. Keywords Specification, refinement, verification, type theory, Henkin models 1
A Theory of Program Refinement
, 1998
"... We give a canonical program refinement calculus based on the lambda calculus and classical firstorder predicate logic, and study its proof theory and semantics. The intention is to construct a metalanguage for refinement in which basic principles of program development can be studied. The idea is t ..."
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Cited by 6 (1 self)
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We give a canonical program refinement calculus based on the lambda calculus and classical firstorder predicate logic, and study its proof theory and semantics. The intention is to construct a metalanguage for refinement in which basic principles of program development can be studied. The idea is that it should be possible to induce a refinement calculus in a generic manner from a programming language and a program logic. For concreteness, we adopt the simplytyped lambda calculus augmented with primitive recursion as a paradigmatic typed functional programming language, and use classical firstorder logic as a simple program logic. A key feature is the construction of the refinement calculus in a modular fashion, as the combination of two orthogonal extensions to the underlying programming language (in this case, the simplytyped lambda calculus). The crucial observation is that a refinement calculus is given by extending a programming language to allow indeterminate expressions (or ‘stubs’) involving the construction ‘some program x such that P ’. Factoring this into ‘some x...’
Refining Refinement Types
 University of Durham
, 1997
"... We develop a theory of program specification using the notion of refinement type. This provides a notion of structured specification, useful for verification and program development. We axiomatise the satisfaction of specifications by programs as a generalised typing relation and give rules for refi ..."
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Cited by 2 (1 self)
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We develop a theory of program specification using the notion of refinement type. This provides a notion of structured specification, useful for verification and program development. We axiomatise the satisfaction of specifications by programs as a generalised typing relation and give rules for refining specifications. A per semantics based on Henkin models is given, for which the system is proven to be sound and complete.
Z1: A Data Flow Analyzer Generator
"... We have developed a software tool called Z1 by which one can quickly achieve an accurate yet affordable program analysis. The user writes an analysis specification and sets a parameter for a desired costaccuracy tradeoff. The tool then creates an executable analyzer that has the specified performan ..."
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We have developed a software tool called Z1 by which one can quickly achieve an accurate yet affordable program analysis. The user writes an analysis specification and sets a parameter for a desired costaccuracy tradeoff. The tool then creates an executable analyzer that has the specified performance balance. Z1 has been used for developing both conventional and nonconventional flow analyses. These analyses were for programs written in C, FORTRAN, and Standard ML, without restriction upon the programs treated. We present experimental data showing the performances of Z1 for analyzing C, FORTRAN, and Standard ML programs. Index Terms: data flow analysis, abstract interpretation, global program analysis, collecting analysis, lattice, projection Correspondence: Kwangkeun Yi, kwang@research.att.com AT&T Bell Laboratories, Rm 2A421, Murray Hill, NJ 07974, USA. A preliminary version of this paper appeared in the Proceedings of the 20th ACM SIGPLANSIGACT Symposium on Principles of Prog...
Analysing Resource Use in the λCalculus By Type Inference
, 1994
"... If we view functions as processes, then their resources are their arguments, supplied through application, and used by the function to produce a result. In this paper, we define resource use for functions, based on the syntactic notion of needed redexes from [BKKS86]. We introduce a variant of neede ..."
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If we view functions as processes, then their resources are their arguments, supplied through application, and used by the function to produce a result. In this paper, we define resource use for functions, based on the syntactic notion of needed redexes from [BKKS86]. We introduce a variant of neededhess, tailneededness, and define packets of needed descendants of redexes in order to mea sure the degree of neededhess. These results are generalised to produce a semantic characterisation of the resource use properties of functions, using a termmodel. By means of the CurryHoward isomorphism, we apply these ideas to proof trees of propositions in Intuitionistic Logic to demonstrate that propositions, i.e. types, can be used to express the usage properties of functions. A resourceaware type system capable of inferring such types for Aterms is presented.