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共 567 条记录，以下是81-90 订阅

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SPL: A language and compiler for DSP algorithms 01

SPL: A language and compiler for DSP algorithms

引用

acm sigplan conference on programming language design and implementation (pldi)

作者： Xiong, JX Johnson, J Johnson, R Padua, D Univ Illinois Dept Comp Sci Urbana IL 61801 USA Drexel Univ Dept Math & Comp Sci Philadelphia PA 19104 USA MathStar Inc Minneapolis MN 55402 USA

ISBN: (纸本)9781581134148

We discuss the design and implementation of a compiler that translates formulas representing signal processing transforms into efficient C or Fortran programs. The formulas are represented in a language that we call SPL, an acronym from Signal Processing language. The compiler is a component of the SPIRAL system which makes use of formula transformations and intelligent search strategies to automatically generate optimized digital signal processing (DSP) libraries. After a discussion of the translation and optimization techniques implemented in the compiler, we use SPL formulations of the fast Fourier transform (FFT) to evaluate the compiler. Our results show that SPIRAL, which can be used to implement many classes of algorithms, produces programs that perform as well as "hard-wired" systems like FFTW.

关键词： Program compilers

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Incrementalized pointer and escape analysis 01

Incrementalized pointer and escape analysis

引用

acm sigplan conference on programming language design and implementation (pldi)

作者： Vivien, F Rinard, M Univ Strasbourg 1 ICPS LSIIT Strasbourg France MIT Comp Sci Lab Cambridge MA 02139 USA

ISBN: (纸本)9781581134148

We present a new pointer and escape analysis. Instead of analyzing the whole program, the algorithm incrementally analyzes only those parts of the program that may deliver useful results. An analysis policy monitors the analysis results to direct the incremental investment of analysis resources to those parts of the program that offer the highest expected optimization return. Our experimental results show that almost all of the objects are allocated at a small number of allocation sites and that an incremental analysis of a small region of the program surrounding each site can deliver almost all of the benefit of a whole-program analysis. Our analysis policy is usually able to deliver this benefit at a fraction of the whole-program analysis cost.

关键词： Computer programming

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Reagents: Expressing and Composing Fine-grained Concurrency 12

Reagents: Expressing and Composing Fine-grained Concurrency

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33rd acm sigplan conference on programming language design and implementation

作者： Turon, Aaron Northeastern Univ Boston MA 02115 USA

ISBN: (纸本)9781450312059

Efficient communication and synchronization is crucial for fine-grained parallelism. Libraries providing such features, while indispensable, are difficult to write, and often cannot be tailored or composed to meet the needs of specific users. We introduce reagents, a set of combinators for concisely expressing concurrency algorithms. Reagents scale as well as their hand-coded counterparts, while providing the composability existing libraries lack.

关键词： design Algorithms languages Performance fine-grained concurrency nonblocking algorithms monads arrows compositional concurrency

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Karp: A language for NP Reductions 2022

Karp: A Language for NP Reductions

引用

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

作者： Zhang, Chenhao Hartline, Jason D. Dimoulas, Christos Northwestern Univ Evanston IL 60208 USA

ISBN: (纸本)9781450392655

In CS theory courses, NP reductions are a notorious source of pain for students and instructors alike. Invariably, students use pen and paper to write down reductions that "work" in many but not all cases. When instructors observe that a student's reduction deviates from the expected one, they have to manually compute a counterexample that exposes the mistake. In other words, NP reductions are subtle yet, most of the time, unimplemented programs. And for a good reason: there exists no language tailored to NP reductions. We introduce Karp, a language for programming and testing NP reductions. Karp combines an array of programming languages techniques: language-oriented programming and macros, solver-aided languages, property testing, higher-order contracts and gradual typing. To validate the correctness of Karp, we prove that its core is well-defined. To validate its pragmatics, we demonstrate that it is expressive and performant enough to handle a diverse set of reduction exercises from a popular algorithms textbook. Finally, we report the results from a preliminary user study with Karp.

关键词： domain-specific language solver-aided programming reduction teaching and learning theoretical computer science

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design and implementation of a certifying compiler

Design and implementation of a certifying compiler

引用

Proceedings of the 1998 Annual acm sigplan conference on programming language design and implementation, pldi

作者： Necula, George C. Lee, Peter Carnegie Mellon Univ Pittsburgh PA United States

The design and implementation of a compiler that translates programs written in a type-safe subset of the C programming language into highly optimized DEC Alpha assembly language programs and a certifier that automatically checks the type safety and memory safety of any assembly language program produced by the compiler is presented. The result of the certifier is either a formal proof of type safety or a counterexample pointing to a potential violation of the type system by the target program. The ensemble of the compiler and the certifier is called a certifying compiler.

关键词： Program compilers

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Search, Align, and Repair: Data-Driven Feedback Generation for Introductory programming Exercises 2018

Search, Align, and Repair: Data-Driven Feedback Generation f...

引用

39th acm sigplan conference on programming language design and implementation (pldi)

作者： Wang, Ke Singh, Rishabh Su, Zhendong Univ Calif Davis Davis CA 95616 USA Microsoft Res Redmond WA USA

ISBN: (纸本)9781450356985

This paper introduces the "Search, Align, and Repair" data-driven program repair framework to automate feedback generation for introductory programming exercises. Distinct from existing techniques, our goal is to develop an efficient, fully automated, and problem-agnostic technique for large or MOOC-scale introductory programming courses. We leverage the large amount of available student submissions in such settings and develop new algorithms for identifying similar programs, aligning correct and incorrect programs, and repairing incorrect programs by finding minimal fixes. We have implemented our technique in the SARFGEN system and evaluated it on thousands of real student attempts from the Microsoft-DEV204.1x edX course and the Microsoft Code-Hunt platform. Our results show that SARFGEN can, within two seconds on average, generate concise, useful feedback for 89.7% of the incorrect student submissions. It has been integrated with the Microsoft-DEV204.1X edX class and deployed for production use.

关键词： Automatic Grading Computer-Aided Education Program Analysis

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Adoption and focus:: Practical linear types for imperative programming 02

Adoption and focus:: Practical linear types for imperative p...

引用

conference on programming language design and implementation (pldi 02)

作者： Fähndrich, M DeLine, R Microsoft Res Redmond WA 98052 USA

ISBN: (纸本)9781581134636

A type system with linearity is useful for checking software protocols and resource management at compile time. Linearity provides powerful reasoning about state changes, but at the price of restrictions on aliasing. The hard division between linear and nonlinear types forces the programmer to make a trade-off between checking a protocol on an object and aliasing the object. Most onerous is the restriction that any type with a linear component must itself be linear. Because of this, checking a protocol on an object imposes aliasing restrictions on any data structure that directly or indirectly points to the object. We propose a new type system that reduces these restrictions with the adoption and focus constructs. Adoption safely allows a programmer to alias objects on which she is checking protocols, and focus allows the reverse. A programmer can alias data structures that point to linear objects and use focus for safe access to those objects. We discuss how we implemented these ideas in the Vault programming language.

关键词： design languages reliability verification linear types heap aliasing region-based memory management

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An automatically generated, realistic compiler for an imperative programming language

An automatically generated, realistic compiler for an impera...

引用

acm sigplan conference on programming language design and implementation, pldi 1988

作者： Pleban, Uwe F. Lee, Peter Tektronix Laboratories P.O. Box 500 M/S 50-662 BeavertonOR9077 United States Department of Computer Science Carnegie Mellon University PittsburghPA15213 United States

ISBN: (纸本)0897912691

We describe the automatic generation of a complete, realistic compiler from formal specifications of the syntax and semantics of Sol/C, a nontrivial imperative language "sort of like C." The compiler exhibits a three pass structure, is efficient, and produces object programs whose performance characteristics compare favorably with those produced by commercially available compilers. To our knowledge, this is the first time that this has been accomplished. © 1988 acm.

关键词： Sols

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DOC: A practical approach to source-level debugging of globally optimized code 88

DOC: A practical approach to source-level debugging of globa...

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acm sigplan conference on programming language design and implementation, pldi 1988

作者： Coutant, Deborah S. Meloy, Sue Ruscetta, Michelle Hewlett-Packard 19447 Pruneridge Ave CupertinoCA95014 United States

ISBN: (纸本)0897912691

As optimizing compilers become more sophisticated, the problem of debugging the source code of an application becomes more difficult. In order to investigate this problem, we implemented DOC, a prototype solution for Debugging Optimized Code. DOC is a modification of the existing C compiler and source-level symbolic debugger for the HP9000 Series 800. This paper describes our experiences in this effort. We show in an actual implementation that source-level debugging of globally optimized code is viable. © 1988 acm.

关键词： C (programming language)

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A compiler approach to fast hardware design space exploration in FPGA-based systems

A compiler approach to fast hardware design space exploratio...

引用

conference on programming language design and implementation (pldi 02)

作者： So, B Hall, MW Diniz, PC Univ So Calif Inst Informat Sci Marina Del Rey CA 90292 USA

This paper describes an automated approach to hardware design space exploration, through a collaboration between parallelizing compiler technology and high-level synthesis tools. We present a compiler algorithm that automatically explores the large design spaces resulting from the application of several program transformations commonly used in application-specific hardware designs. Our approach uses synthesis estimation techniques to quantitatively evaluate alternate designs for a loop nest computation. We have implemented this design space exploration algorithm in the context of a compilation and synthesis system called DE-FACTO, and present results of this implementation on five multimedia kernels. Our algorithm derives an implementation that closely matches the performance of the fastest design in the design space, and among implementations with comparable performance, selects the smallest design. We search on average only 0.3% of the design space. This technology thus significantly raises the level of abstraction for hardware design and explores a design space much larger than is feasible for a human designer.

关键词： algorithms performance design experimentationdesign space exploration data dependence analysis reuse analysis loop transformations

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