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检索条件"任意字段=Proceedings of the ACM SIGPLAN 1993 conference on Programming language design and implementation"

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λPSI: Exact Inference for Higher-Order Probabilistic Programs 2020

λPSI: Exact Inference for Higher-Order Probabilistic Progra...

引用

41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Gehr, Timon Steffen, Samuel Vechev, Martin Swiss Fed Inst Technol Zurich Switzerland

ISBN: (纸本)9781450376136

We present lambda PSI, the first probabilistic programming language and system that supports higher-order exact inference for probabilistic programs with first-class functions, nested inference and discrete, continuous and mixed random variables. lambda PSI's solver is based on symbolic reasoning and computes the exact distribution represented by a program. We show that lambda PSI is practically effective-it automatically computes exact distributions for a number of interesting applications, from rational agents to information theory, many of which could so far only be handled approximately.

关键词： Probabilistic programming Exact Higher-order

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Quipper: A Scalable Quantum programming language

Quipper: A Scalable Quantum Programming Language

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34th acm sigplan conference on programming language design and implementation (PLDI)

作者： Green, Alexander S. Lumsdaine, Peter LeFanu Ross, Neil J. Selinger, Peter Valiron, Benoit Dalhousie Univ Halifax NS B3H 3J5 Canada Univ Penn Philadelphia PA 19104 USA

ISBN: (纸本)9781450320146

The field of quantum algorithms is vibrant. Still, there is currently a lack of programming languages for describing quantum computation on a practical scale, i.e., not just at the level of toy problems. We address this issue by introducing Quipper, a scalable, expressive, functional, higher-order quantum programming language. Quipper has been used to program a diverse set of non-trivial quantum algorithms, and can generate quantum gate representations using trillions of gates. It is geared towards a model of computation that uses a classical computer to control a quantum device, but is not dependent on any particular model of quantum hardware. Quipper has proven effective and easy to use, and opens the door towards using formal methods to analyze quantum algorithms.

关键词： Quipper Quantum programming languages

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Practical Partial Evaluation for High-Performance Dynamic language Runtimes 2017

Practical Partial Evaluation for High-Performance Dynamic La...

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38th acm sigplan conference on programming language design and implementation (PLDI)

作者： Wurthinger, Thomas Wimmer, Christian Humer, Christian Woess, Andreas Stadler, Lukas Seaton, Chris Duboscq, Gilles Simon, Doug Grimmer, Matthias Oracle Labs Zurich Switzerland Johannes Kepler Univ Linz Inst Syst Software Linz Austria

ISBN: (纸本)9781450349888

Most high-performance dynamic language virtual machines duplicate language semantics in the interpreter, compiler, and runtime system. This violates the principle to not repeat yourself. In contrast, we define languages solely by writing an interpreter. The interpreter performs specializations, e.g., augments the interpreted program with type information and profiling information. Compiled code is derived automatically using partial evaluation while incorporating these specializations. This makes partial evaluation practical in the context of dynamic languages: It reduces the size of the compiled code while still compiling all parts of an operation that are relevant for a particular program. When a speculation fails, execution transfers back to the interpreter, the program re-specializes in the interpreter, and later partial evaluation again transforms the new state of the interpreter to compiled code. We evaluate our approach by comparing our implementations of JavaScript, Ruby, and R with best-inclass specialized production implementations. Our general-purpose compilation system is competitive with production systems even when they have been heavily optimized for the one language they support. For our set of benchmarks, our speedup relative to the V8 JavaScript VM is 0.83x, relative to JRuby is 3.8x, and relative to GNU R is 5x.

关键词： dynamic languages virtual machine language implementation optimization partial evaluation

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Dynamic variables 01

Dynamic variables

引用

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

作者： Hanson, DR Proebsting, TA Microsoft Corp Res Redmond WA 98052 USA

ISBN: (纸本)9781581134148

Most:programming languages use static scope rules for associating uses of identifiers with their declarations. Static scope helps catch errors at compile time, and it can be implemented efficiently. Some popular languages - Perl, Tcl, TeX, and Postscript - offer dynamic scope, because dynamic scope works well for variables that "customize" the execution environment, for example. Programmers must simulate dynamic scope to implement this kind of usage in statically scoped languages. This paper describes the design and implementation of imperative language constructs for introducing and referencing dynamically scoped variables-dynamic variables for short. The design is a minimalist one, because dynamic variables are best used sparingly, much like exceptions. The facility does, however, cater to the typical uses for dynamic scope, and it provides a cleaner mechanism for so-called thread-local variables. A particularly simple implementation suffices for languages without exception handling. For languages with exception handling, a more efficient implementation builds on existing compiler infrastructure. Exception handling can be viewed as a control construct with dynamic scope. Likewise, dynamic variables are a data construct with dynamic scope.

关键词： Computer programming languages

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Resugaring: Lifting Evaluation Sequences through Syntactic Sugar 14

Resugaring: Lifting Evaluation Sequences through Syntactic S...

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35th acm sigplan conference on programming language design and implementation (PLDI)

作者： Pombrio, Justin Krishnamurthi, Shriram Brown Univ Providence RI 02912 USA

ISBN: (纸本)9781450327848

Syntactic sugar is pervasive in language technology. It is used to shrink the size of a core language;to define domain-specific languages;and even to let programmers extend their language. Unfortunately, syntactic sugar is eliminated by transformation, so the resulting programs become unfamiliar to authors. Thus, it comes at a price: it obscures the relationship between the user's source program and the program being evaluated. We address this problem by showing how to compute reduction steps in terms of the surface syntax. Each step in the surface language emulates one or more steps in the core language. The computed steps hide the transformation, thus maintaining the abstraction provided by the surface language. We make these statements about emulation and abstraction precise, prove that they hold in our formalism, and verify part of the system in Coq. We have implemented this work and applied it to three very different languages.

关键词： programming languages Syntactic Sugar Macros Evaluation Debugging Resugaring

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Related field analysis 01

Related field analysis

引用

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

作者： Aggarwal, A Randall, KH Univ Maryland College Pk MD 20742 USA

ISBN: (纸本)9781581134148

We present an extension of field analysis (see [4]) called related field analysis which is a general technique for proving relationships between two or more fields of an object. We demonstrate the feasibility and applicability of related field analysis by applying it to the problem of removing array bounds checks. For array bounds check removal, we define a pair of related fields to be an integer field and an array field for which the integer field has a known relationship to the length of the array. This related field information can then be used to remove array bounds checks from accesses to the array field. Our results show that related field analysis can remove an average of 50% of the dynamic array bounds checks on-a wide range of applications. We describe the implementation of related field analysis in the Swift optimizing compiler for Java, as well as the optimizations that exploit the results of related field analysis.

关键词： Java programming language

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Field analysis: Getting useful and low-cost interprocedural information

Field analysis: Getting useful and low-cost interprocedural ...

引用

acm sigplan' 00 conference on programming language design and implementation (PLDI)

作者： Ghemawat, S Randall, KH Scales, DJ Google Inc. Mountain View CA 94043 2400 Bayshore Parkway United States

We present a new limited form of interprocedural analysis called field analysis that can be used by a compiler to reduce the costs of modern language features such as object-oriented programming, automatic memory management, and run-time checks required for type safety. Unlike many previous interprocedural analyses, our analysis is cheap, and does not require access to the entire program. Field analysis exploits the declared access restrictions placed on fields in a modular language (e.g. field access modifiers in Java) in order to determine useful properties of fields of an object, We describe our implementation of field analysis in the Swift optimizing compiler for Java, as well a set of optimizations that exploit the results of field analysis. These optimizations include removal of run-time tests, compile-time resolution of method calls, object inlining, removal of unnecessary synchronization, and stack allocation. Our results demonstrate that field analysis is efficient and effective. Speedups average 7% on a wide range of applications, with some times reduced by up to 27%. Compile time overhead of field analysis is about 10%.

关键词： FORTRAN (programming language)

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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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PADS: A domain-specific language for processing ad hoc data

PADS: A domain-specific language for processing ad hoc data

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conference on programming language design and implementation

作者： Fisher, K Gruber, R AT&T Labs Res Florham Pk NJ 07932 USA Google Mountain View CA USA

PADS is a declarative data description language that allows data analysts to describe both the physical layout of ad hoc data sources and semantic properties of that data. From such descriptions, the PADS compiler generates libraries and tools for manipulating the data, including parsing routines, statistical profiling tools, translation programs to produce well-behaved formats such as XML or those required for loading relational databases, and tools for running XQueries over raw PADS data sources. The descriptions are concise enough to serve as "living" documentation while flexible enough to describe most of the ASCII, binary, and Cobol formats that we have seen in practice. The generated parsing library provides for robust, application-specific error handling.

关键词： data description language domain-specific languages

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Combining events and threads for scalable network services - implementation and evaluation of monadic, application-level concurrency primitives 07

Combining events and threads for scalable network services -...

引用

conference on programming language design and implementation

作者： Li, Peng Zdancewic, Steve Univ Penn Philadelphia PA 19104 USA

ISBN: (纸本)9781595936332

This paper proposes to combine two seemingly opposed programming models for building massively concurrent network services: the event-driven model and the multithreaded model. The result is a hybrid design that offers the best of both worlds-the ease of use and expressiveness of threads and the flexibility and performance of events. This paper shows how the hybrid model can be implemented entirely at the application level using concurrency monads in Haskell, which provides type-safe abstractions for both events and threads. This approach simplifies the development of massively concurrent software in a way that scales to real-world network services. The Haskell implementation supports exceptions, symmetrical multiprocessing, software transactional memory, asynchronous I/O mechanisms and application-level network protocol stacks. Experimental results demonstrate that this monad-based approach has good performance: the threads are extremely lightweight (scaling to ten million threads), and the I/O performance compares favorably to that of Linux NPTL.

关键词： languages design experimentation performance measurement event thread concurrency networking programming scalability implementation monad haskell

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