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Program Analysis and Specialization for the C Programming Language
, 1994
"... Software engineers are faced with a dilemma. They want to write general and wellstructured programs that are flexible and easy to maintain. On the other hand, generality has a price: efficiency. A specialized program solving a particular problem is often significantly faster than a general program. ..."
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Cited by 625 (0 self)
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Software engineers are faced with a dilemma. They want to write general and wellstructured programs that are flexible and easy to maintain. On the other hand, generality has a price: efficiency. A specialized program solving a particular problem is often significantly faster than a general program. However, the development of specialized software is timeconsuming, and is likely to exceed the production of today’s programmers. New techniques are required to solve this socalled software crisis. Partial evaluation is a program specialization technique that reconciles the benefits of generality with efficiency. This thesis presents an automatic partial evaluator for the Ansi C programming language. The content of this thesis is analysis and transformation of C programs. We develop several analyses that support the transformation of a program into its generating extension. A generating extension is a program that produces specialized programs when executed on parts of the input. The thesis contains the following main results.
MetaML and MultiStage Programming with Explicit Annotations
 Theoretical Computer Science
, 1999
"... . We introduce MetaML, a practicallymotivated, staticallytyped multistage programming language. MetaML is a "real" language. We have built an implementation and used it to solve multistage problems. MetaML allows the programmer to construct, combine, and execute code fragments in a ..."
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Cited by 299 (33 self)
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. We introduce MetaML, a practicallymotivated, staticallytyped multistage programming language. MetaML is a "real" language. We have built an implementation and used it to solve multistage problems. MetaML allows the programmer to construct, combine, and execute code fragments in a typesafe manner. Code fragments can contain free variables, but they obey the staticscoping principle. MetaML performs typechecking for all stages once and for all before the execution of the first stage. Certain anomalies with our first MetaML implementation led us to formalize an illustrative subset of the MetaML implementation. We present both a bigstep semantics and type system for this subset, and prove the type system's soundness with respect to a bigstep semantics. From a software engineering point of view, this means that generators written in the MetaML subset never generate unsafe programs. A type system and semantics for full MetaML is still ongoing work. We argue that multi...
A Modal Analysis of Staged Computation
 JOURNAL OF THE ACM
, 1996
"... We show that a type system based on the intuitionistic modal logic S4 provides an expressive framework for specifying and analyzing computation stages in the context of functional languages. Our main technical result is a conservative embedding of Nielson & Nielson's twolevel functional la ..."
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Cited by 213 (23 self)
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We show that a type system based on the intuitionistic modal logic S4 provides an expressive framework for specifying and analyzing computation stages in the context of functional languages. Our main technical result is a conservative embedding of Nielson & Nielson's twolevel functional language in our language MiniML, which in
An Introduction to Partial Evaluation
 ACM Computing Surveys
, 1996
"... Partial evaluation provides a unifying paradigm for a broad spectrum of work in ..."
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Cited by 154 (0 self)
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Partial evaluation provides a unifying paradigm for a broad spectrum of work in
Efficient Type Inference for HigherOrder BindingTime Analysis
 In Functional Programming and Computer Architecture
, 1991
"... Bindingtime analysis determines when variables and expressions in a program can be bound to their values, distinguishing between early (compiletime) and late (runtime) binding. Bindingtime information can be used by compilers to produce more efficient target programs by partially evaluating prog ..."
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Cited by 98 (4 self)
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Bindingtime analysis determines when variables and expressions in a program can be bound to their values, distinguishing between early (compiletime) and late (runtime) binding. Bindingtime information can be used by compilers to produce more efficient target programs by partially evaluating programs at compiletime. Bindingtime analysis has been formulated in abstract interpretation contexts and more recently in a typetheoretic setting. In a typetheoretic setting bindingtime analysis is a type inference problem: the problem of inferring a completion of a λterm e with bindingtime annotations such that e satisfies the typing rules. Nielson and Nielson and Schmidt have shown that every simply typed λterm has a unique completion ê that minimizes late binding in TML, a monomorphic type system with explicit bindingtime annotations, and they present exponential time algorithms for computing such minimal completions. 1 Gomard proves the same results for a variant of his twolevel λcalculus without a socalled “lifting ” rule. He presents another algorithm for inferring completions in this somewhat restricted type system and states that it can be implemented in time O(n 3). He conjectures that the completions computed are minimal.
MultiStage Programming: Its Theory and Applications
, 1999
"... MetaML is a statically typed functional programming language with special support for program generation. In addition to providing the standard features of contemporary programming languages such as Standard ML, MetaML provides three staging annotations. These staging annotations allow the construct ..."
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Cited by 98 (21 self)
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MetaML is a statically typed functional programming language with special support for program generation. In addition to providing the standard features of contemporary programming languages such as Standard ML, MetaML provides three staging annotations. These staging annotations allow the construction, combination, and execution of objectprograms. Our thesis is that MetaML's three staging annotations provide a useful, theoretically sound basis for building program generators. This dissertation reports on our study of MetaML's staging constructs, their use, their implementation, and their formal semantics. Our results include an extended example of where MetaML allows us to produce efficient programs, an explanation of why implementing these constructs in traditional ways can be challenging, two formulations of MetaML's semantics, a type system for MetaML, and a proposal for extending ...
A temporallogic approach to bindingtime analysis
 In Proceedings, 11 th Annual IEEE Symposium on Logic in Computer Science
, 1996
"... is permitted for educational or research use on condition that this copyright notice is included in any copy. See back inner page for a list of recent publications in the BRICS Report Series. Copies may be obtained by contacting: BRICS ..."
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Cited by 92 (5 self)
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is permitted for educational or research use on condition that this copyright notice is included in any copy. See back inner page for a list of recent publications in the BRICS Report Series. Copies may be obtained by contacting: BRICS
Trust in the λCalculus
 JOURNAL OF FUNCTIONAL PROGRAMMING
, 1995
"... This paper introduces trust analysis for higherorder languages. Trust analysis encourages the programmer to make explicit the trustworthiness of data, and in return it can guarantee that no mistakes with respect to trust will be made at runtime. We present a confluent λcalculus with explicit tru ..."
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Cited by 55 (0 self)
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This paper introduces trust analysis for higherorder languages. Trust analysis encourages the programmer to make explicit the trustworthiness of data, and in return it can guarantee that no mistakes with respect to trust will be made at runtime. We present a confluent λcalculus with explicit trust operations, and we equip it with a trusttype system which has the subject reduction property. Trust information in presented as two annotations of each function type constructor, and type inference is computable in O(n³) time.
Finally Tagless, Partially Evaluated  Tagless Staged Interpreters for Simpler Typed Languages
 UNDER CONSIDERATION FOR PUBLICATION IN J. FUNCTIONAL PROGRAMMING
"... We have built the first family of tagless interpretations for a higherorder typed object language in a typed metalanguage (Haskell or ML) that require no dependent types, generalized algebraic data types, or postprocessing to eliminate tags. The statically typepreserving interpretations include an ..."
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Cited by 53 (9 self)
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We have built the first family of tagless interpretations for a higherorder typed object language in a typed metalanguage (Haskell or ML) that require no dependent types, generalized algebraic data types, or postprocessing to eliminate tags. The statically typepreserving interpretations include an evaluator, a compiler (or staged evaluator), a partial evaluator, and callbyname and callbyvalue CPS transformers. Our principal technique is to encode de Bruijn or higherorder abstract syntax using combinator functions rather than data constructors. In other words, we represent object terms not in an initial algebra but using the coalgebraic structure of the λcalculus. Our representation also simulates inductive maps from types to types, which are required for typed partial evaluation and CPS transformations. Our encoding of an object term abstracts uniformly over the family of ways to interpret it, yet statically assures that the interpreters never get stuck. This family of interpreters thus demonstrates again that it is useful to abstract over higherkinded types.
Efficient analyses for realistic offline partial evaluation
 Journal of Functional Programming
, 1993
"... Based on Henglein’s efficient bindingtime analysis for the lambda calculus (with constants and “fix”) [Hen91], we develop four efficient analyses for use in the preprocessing phase of Similix, a selfapplicable partial evaluator for a higherorder subset of Scheme. The analyses developed in this pa ..."
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Cited by 49 (1 self)
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Based on Henglein’s efficient bindingtime analysis for the lambda calculus (with constants and “fix”) [Hen91], we develop four efficient analyses for use in the preprocessing phase of Similix, a selfapplicable partial evaluator for a higherorder subset of Scheme. The analyses developed in this paper are almostlinear in the size of the analysed program. (1) A flow analysis determines possible value flow between lambdaabstractions and function applications and between constructor applications and selector/predicate applications. The flow analysis is not particularly biased towards partial evaluation; the analysis corresponds to the closure analysis of [Bon91b]. (2) A (monovariant) bindingtime analysis distinguishes static from dynamic values; the analysis treats both higherorder functions and partially static data structures. (3) A new isused analysis, not present in [Bon91b], finds a nonminimal bindingtime annotation which is “safe ” in a certain way: a firstorder value may only become static if its result is “needed ” during specialization; this “poor man’s generalization ” [Hol88] increases termination of specialization. (4) Finally, an evaluationorder dependency analysis ensures that the order of sideeffects is preserved in the residual program. The four analyses are performed