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POPL: TLDI'12 - proceedings of the 8th acm sigplan Workshop on Types in language design and implementation

POPL: TLDI'12 - Proceedings of the 8th ACM SIGPLAN Workshop ...

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8th acm sigplan Workshop on Types in language design and implementation, TLDI'12, Co-located with POPL 2012

ISBN: (纸本)9781450311205

The proceedings contain 8 papers. The topics discussed include: towards concurrent type theory;exact type parameterization and this type support;types for relaxed memory models;towards a formal semantics for a structurally dynamic noncausal modelling language;semantics for graphical user interfaces;giving Haskell a promotion;static lock capabilities for deadlock freedom;type systems for dummies;and row-based effect types for database integration.

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Smooth Interpretation 10

Smooth Interpretation

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acm sigplan conference on programming language design and implementation

作者： Chaudhuri, Swarat Solar-Lezama, Armando Penn State Univ University Pk PA 16802 USA MIT Cambridge MA 02139 USA

ISBN: (纸本)9781450300193

We present smooth interpretation, a method to systematically approximate numerical imperative programs by smooth mathematical functions. This approximation facilitates the use of numerical search techniques like gradient descent for program analysis and synthesis. The method extends to programs the notion of Gaussian smoothing, a popular signal-processing technique that filters out noise and discontinuities from a signal by taking its convolution with a Gaussian function. In our setting, Gaussian smoothing executes a program according to a probabilistic semantics;the execution of program P on an input x after Gaussian smoothing can be summarized as follows: (1) Apply a Gaussian perturbation to x-the perturbed input is a random variable following a normal distribution with mean x. (2) Compute and return the expected output of P on this perturbed input. Computing the expectation explicitly would require the execution of P on all possible inputs, but smooth interpretation bypasses this requirement by using a form of symbolic execution to approximate the effect of Gaussian smoothing on P. The result is an efficient but approximate implementation of Gaussian smoothing of programs. Smooth interpretation has the effect of attenuating features of a program that impede numerical searches of its input space-for example, discontinuities resulting from conditional branches are replaced by continuous transitions. We apply smooth interpretation to the problem of synthesizing values of numerical control parameters in embedded control applications. This problem is naturally formulated as one of numerical optimization: the goal is to find parameter values that minimize the error between the resulting program and a programmer-provided behavioral specification. Solving this problem by directly applying numerical optimization techniques is often impractical due to the discontinuities in the error function. By eliminating these discontinuities, smooth interpretation makes it possible to

关键词： Theory design Verification Program Smoothing Continuity Parameter Synthesis Abstract Interpretation Operational Semantics

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Exocompilation for Productive programming of Hardware Accelerators 2022

Exocompilation for Productive Programming of Hardware Accele...

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43rd acm sigplan International conference on programming language design and implementation (PLDI)

作者： Ikarashi, Yuka Bernstein, Gilbert Louis Reinking, Alex Genc, Hasan Ragan-Kelley, Jonathan MIT CSAIL Cambridge MA 02139 USA Univ Calif Berkeley Berkeley CA USA

ISBN: (纸本)9781450392655

High-performance kernel libraries are critical to exploiting accelerators and specialized instructions in many applications. Because compilers are difficult to extend to support diverse and rapidly-evolving hardware targets, and automatic optimization is often insufficient to guarantee state-of-the-art performance, these libraries are commonly still coded and optimized by hand, at great expense, in low-level C and assembly. To better support development of high-performance libraries for specialized hardware, we propose a new programming language, Exo, based on the principle of exocompilation: externalizing target-specific code generation support and optimization policies to user-level code. Exo allows custom hardware instructions, specialized memories, and accelerator configuration state to be defined in user libraries. It builds on the idea of user scheduling to externalize hardware mapping and optimization decisions. Schedules are defined as composable rewrites within the language, and we develop a set of effect analyses which guarantee program equivalence and memory safety through these transformations. We show that Exo enables rapid development of state-of-the-art matrix-matrix multiply and convolutional neural network kernels, for both an embedded neural accelerator and x86 with AVX-512 extensions, in a few dozen lines of code each.

关键词： program optimization hardware accelerators user-schedulable languages instruction abstraction scheduling user-extensible backend & scheduling

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The when, why and why not of the BETA programming language

The when, why and why not of the BETA programming language

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3rd acm sigplan History of programming languages conference, HOPL-III

作者： Kristensen, Bent Bruun Madsen, Ole Lehrmann Møller-Pedersen, Birger University of Southern Denmark Campusvej 55 DK-5230 Odense M Denmark University of Aarhus Åbogade 34 DK-8200 Århus N Denmark University of Oslo Gaustadalleen 23 NO-0316 Oslo Norway

ISBN: (纸本)9781595937667

This paper tells the story of the development of BETA: a programming language with just one abstraction mechanism, instead of one abstraction mechanism for each kind of program element (classes, types, procedures, functions, etc.). The paper explains how this single abstraction mechanism, the pattern, came about and how it was designed to be so powerful that it covered the other mechanisms. In addition to describing the technical challenge of capturing all programming elements with just one abstraction mechanism, the paper also explains how the language was based upon a modeling approach, so that it could be used for analysis, design and implementation. It also illustrates how this modeling approach guided and settled the design of specific language concepts. The paper compares the BETA programming language with other languages and explains how such a minimal language can still support modeling, even though it does not have some of the language mechanisms found in other object-oriented languages. Finally, the paper tries to convey the organization, working conditions and social life around the BETA project, which turned out to be a lifelong activity for Kristen Nygaard, the authors of this paper, and many others. © 2007 acm.

关键词： Computer programming languages

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Cloning-based context-sensitive pointer alias analysis using binary decision diagrams

Cloning-based context-sensitive pointer alias analysis using...

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proceedings of the 2004 acm sigplan conference on programming language design and implementation (PLDI'04)

作者： Whaley, John Lam, Monica S. Computer Science Department Stanford University Stanford CA 94305 United States

This paper presents the first scalable context-sensitive, inclusion-based pointer alias analysis for Java programs. Our approach to context sensitivity is to create a clone of a method for every context of interest, and run a context-insensitive algorithm over the expanded call graph to get context-sensitive results. For precision, we generate a clone for every acyclic path through a program's call graph, treating methods in a strongly connected component as a single node. Normally, this formulation is hopelessly intractable as a call graph often has 1014 acyclic paths or more. We show that these exponential relations can be computed efficiently using binary decision diagrams (BDDs). Key to the scalability of the technique is a context numbering scheme that exposes the commonalities across contexts. We applied our algorithm to the most popular applications available on Sourceforge, and found that the largest programs, with hundreds of thousands of Java bytecodes, can be analyzed in under 20 minutes. This paper shows that pointer analysis, and many other queries and algorithms, can be described succinctly and declaratively using Datalog, a logic programming language. We have developed a system called bddbddb that automatically translates Datalog programs into highly efficient BDD implementations. We used this approach to develop a variety of context-sensitive algorithms including side effect analysis, type analysis, and escape analysis.

关键词： Java programming language

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End-to-End Verification of Information-Flow Security for C and Assembly Programs 16

End-to-End Verification of Information-Flow Security for C a...

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37th acm sigplan conference on programming language design and implementation

作者： Costanzo, David Shao, Zhong Gu, Ronghui Yale Univ New Haven CT 06520 USA

ISBN: (纸本)9781450342612

Protecting the confidentiality of information manipulated by a computing system is one of the most important challenges facing today's cybersecurity community. A promising step toward conquering this challenge is to formally verify that the end-to-end behavior of the computing system really satisfies various information-flow policies. Unfortunately, because today's system software still consists of both C and assembly programs, the end-to-end verification necessarily requires that we not only prove the security properties of individual components, but also carefully preserve these properties through compilation and cross-language linking. In this paper, we present a novel methodology for formally verifying end-to-end security of a software system that consists of both C and assembly programs. We introduce a general definition of observation function that unifies the concepts of policy specification, state indistinguishability, and whole-execution behaviors. We show how to use different observation functions for different levels of abstraction, and how to link different security proofs across abstraction levels using a special kind of simulation that is guaranteed to preserve state indistinguishability. To demonstrate the effectiveness of our new methodology, we have successfully constructed an end-to-end security proof, fully formalized in the Coq proof assistant, of a nontrivial operating system kernel (running on an extended CompCert x86 assembly machine model). Some parts of the kernel are written in C and some are written in assembly;we verify all of the code, regardless of language.

关键词： Verification Security Reliability languages design Information Flow Control Security Policy Specification Security-Preserving Simulation Program Verification Certified OS Kernels

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On the importance of points-to analysis and other memory disambiguation methods for C programs 01

On the importance of points-to analysis and other memory dis...

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acm sigplan'01 conference on programming language design and implementation (PLDI)

作者： Ghiya, R. Lavery, D. Sehr, D. Intel Corporation 2200 Mission College Blvd Santa Clara CA 95052 United States

ISBN: (纸本)9781581134148

In this paper, we evaluate the benefits achievable from pointer analysis and other memory disambiguation techniques for C/C++ programs, using the framework of the production compiler for the Intel ® Itanium™ processor. Most of the prior work on memory disambiguation has primarily focused on pointer analysis, and either presents only static estimates of the accuracy of the analysis (such as average points-to set size), or provides performance data in the context of certain individual optimizations. In contrast, our study is based on a complete memory disambiguation framework that uses a whole set of techniques including pointer analysis. Further, it presents how various compiler analyses and optimizations interact with the memory disambiguator, evaluates how much they benefit from disambiguation, and measures the eventual impact on the performance of the program. The paper also analyzes the types of disambiguation queries that are typically received by the disambiguator, which disambiguation tec hniques prove most effective in resolving them, and what type of queries prove difficult to be resolved. The study is based on empirical data collected for the SPEC CINT2000 C/C++ programs, running on the Itanium processor.

关键词： C (programming language)

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A region-based compilation technique for a Java just-in-time compiler 03

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conference on programming language design and implementation

作者： Suganuma, T Yasue, T Nakatani, T IBM Japan Ltd Tokyo Res Lab Yamato 2428502 Japan

ISBN: (纸本)9781581136623

Method inlining and data flow analysis are two major optimization components for effective program transformations, however they often suffer from the existence of rarely or never executed code contained in the target method. One major problem lies in the assumption that the compilation unit is partitioned at method boundaries. This paper describes the design and implementation of a region-based compilation technique in our dynamic compilation system, in which the compiled regions are selected as code portions without rarely executed code. The key part of this technique is the region selection, partial inlining, and region exit handling. For region selection, we employ both static heuristics and dynamic profiles to identify rare sections of code. The region selection process and method inlining decision are interwoven, so that method inlining exposes other targets for region selection, while the region selection in the inline target conserves the inlining budget, leading to more method inlining. Thus the inlining process can be performed for parts of a method, not for the entire body of the method. When the program attempts to exit from a region boundary, we trigger recompilation and then rely on on-stack replacement to continue the execution from the corresponding entry point in the recompiled code. We have implemented these techniques in our Java JIT compiler, and conducted a comprehensive evaluation. The experimental results show that the approach of region-based compilation achieves approximately 5% performance improvement on average, while reducing the compilation overhead by 20 to 30%, in comparison to the traditional function-based compilation techniques.

关键词： performance design experimentation measurement languages region-based compilation dynamic compilers partial inlining on-stack replacement

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Efficient implementation and optimization of run-time checking in pascal

Efficient implementation and optimization of run-time checki...

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acm conference on language design for Reliable Software 1977

作者： Fischer, Charles N. LeBlanc, Richard J. Computer Sciences Department University of Wisconsin MadisonWI53706 United States

Complete run-time checking of programs is an essential tool for the development of reliable software. A number of features of the programming language PASCAL (arrays, subranges, pointers, record variants (discriminated type unions), formal procedures, etc.) can require some checking at run-time as well as during compilation. The problem of efficiently implementing such checking is considered. language modifications to simplify such checking are suggested. The possibility of optimizing such checking is discussed. © 1977 Association for Computing Machinery. All rights reserved.

关键词： Ada (programming language)

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A Context-free Markup language for Semi-structured Text 10

A Context-free Markup Language for Semi-structured Text

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acm sigplan conference on programming language design and implementation

作者： Xi, Qian Walker, David Princeton Univ Princeton NJ 08544 USA

ISBN: (纸本)9781450300193

An ad hoc data format is any nonstandard, semi-structured data format for which robust data processing tools are not easily available. In this paper, we present ANNE, a new kind of markup language designed to help users generate documentation and data processing tools for ad hoc text data. More specifically, given a new ad hoc data source, an ANNE programmer edits the document to add a number of simple annotations, which serve to specify its syntactic structure. Annotations include elements that specify constants, optional data, alternatives, enumerations, sequences, tabular data, and recursive patterns. The ANNE system uses a combination of user annotations and the raw data itself to extract a context-free grammar from the document. This context-free grammar can then be used to parse the data and transform it into an XML parse tree, which may be viewed through a browser for analysis or debugging purposes. In addition, the ANNE system generates a PADS/ML description [19], which may be saved as lasting documentation of the data format or compiled into a host of useful data processing tools. In addition to designing and implementing ANNE, we have devised a semantic theory for the core elements of the language. This semantic theory describes the editing process, which translates a raw, unannotated text document into an annotated document, and the grammar extraction process, which generates a context-free grammar from an annotated document. We also present an alternative characterization of system behavior by drawing upon ideas from the field of relevance logic. This secondary characterization, which we call relevance analysis, specifies a direct relationship between unannotated documents and the context-free grammars that our system can generate from them. Relevance analysis allows us to prove important theorems concerning the expressiveness and utility of our system.

关键词： Domain-specific languages Tool Generation Ad Hoc Data PADS ANNE

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