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检索条件"任意字段=Proceedings of the ACM SIGPLAN 1991 conference on Programming language design and implementation"

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Taming the IXP network processor

Taming the IXP network processor

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conference on programming language design and implementation

作者： George, L Blume, M Toyota Technol Inst Chicago Chicago IL USA

We compile Nova, a new language designed for writing network processing applications, using a back end based on integer-linear programming (ILP) for register allocation, optimal bank assignment, and spills. The compiler's optimizer employs CPS as its intermediate representation;some of the invariants that this IR guarantees are essential for the formulation of a practical ILP model. Appel and George used a similar ILP-based technique for the IA32 to decide which variables reside in registers but deferred the actual assignment of colors to a later phase. We demonstrate how to carry over their idea to an architecture with many more banks, register aggregates, variables with multiple simultaneous register assignments, and, very importantly, one where bank- and register-assignment cannot be done in isolation from each other. Our approach performs well in practise-without causing an explosion in size or solve time of the generated integer linear programs.

关键词： network processors Intel IXA integer linear programming register allocation bank assignment programming languages code generation

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Orchestrating the Execution of Stream Programs on Multicore Platforms 08

Orchestrating the Execution of Stream Programs on Multicore ...

引用

acm sigplan conference on programming language design and implementation

作者： Kudlur, Manjunath Mahlke, Scott Univ Michigan Adv Comp Architecture Lab Ann Arbor MI 48109 USA

ISBN: (纸本)9781595938602

While multicore hardware has become ubiquitous, explicitly parallel programming models and compiler techniques for exploiting parallelism on these systems have noticeably lagged behind. Stream programming is one model that has wide applicability in the multimedia, graphics, and signal processing domains. Streaming models execute as a set of independent actors that explicitly communicate data through channels. This paper presents a compiler technique for planning and orchestrating the execution of streaming applications on multicore platforms. An integrated unfolding and partitioning step based on integer linear programming is presented that unfolds data parallel actors as needed and maximally packs actors onto cores. Next, the actors are assigned to pipeline stages in such a way that all communication is maximally overlapped with computation on the cores. To facilitate experimentation, a generalized code generation template for mapping the software pipeline onto the Cell architecture is presented. For a range of streaming applications, a geometric mean speedup of 14.7x is achieved on a 16-core Cell platform compared to a single core.

关键词： StreamIt Cell processor multicore stream programming software pipelining

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Incrementalized pointer and escape analysis 01

Incrementalized pointer and escape analysis

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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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Bamboo: A Data-Centric, Object-Oriented Approach to Many-core Software 10

Bamboo: A Data-Centric, Object-Oriented Approach to Many-cor...

引用

acm sigplan conference on programming language design and implementation

作者： Zhou, Jin Demsky, Brian Univ Calif Irvine Dept Elect Engn & Comp Sci Irvine CA 92697 USA

ISBN: (纸本)9781450300193

Traditional data-oriented programming languages such as dataflow languages and stream languages provide a natural abstraction for parallel programming. In these languages, a developer focuses on the flow of data through the computation and these systems free the developer from the complexities of low-level, thread-oriented concurrency primitives. This simplification comes at a cost traditional data-oriented approaches restrict the mutation of state and, in practice, the types of data structures a program can effectively use. Bamboo borrows from work in typestate and software transactions to relax the traditional restrictions of data-oriented programming models to support mutation of arbitrary data structures. We have implemented a compiler for Bamboo which generates code for the TILEPro64 many-core processor. We have evaluated this implementation on six benchmarks: Tracking, a feature tracking algorithm from computer vision;KMeans, a K-means clustering algorithm;Monte Carlo, a Monte Carlo simulation;Filter Bank, a multi-channel filter bank;Fractal, a Mandelbrot set computation;and Series, a Fourier series computation. We found that our compiler generated implementations that obtained speedups ranging from 26.2 x to 61.6 x when executed on 62 cores.

关键词： Many-core programming Data-Centric languages

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Practical program analysis using general purpose logic programming systems - a case study

Practical program analysis using general purpose logic progr...

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proceedings of the acm sigplan'96 conference on programming language design and implementation, PLDI

作者： Dawson, Steven Ramakrishnan, C.R. Warren, David S. SUNY at Stony Brook Stony Brook United States

Study shows that it is indeed possible to use declarative formulations in practical systems, when combined judiciously with the appropriate tools of evaluations. This paper describes the implementation of logical formulations of two existing analysis techniques: groundness analysis of logic programs and strictness analysis of logic programs. The XSB system is used is used as the evaluation tool. Experimental evidence shows that the resultant groundness and strictness analysis system are practical in terms of both time and space.

关键词： Logic programming

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Synthesising Graphics Card Programs from DSLs 12

Synthesising Graphics Card Programs from DSLs

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33rd acm sigplan conference on programming language design and implementation

作者： Cartey, Luke Lyngsoe, Rune de Moor, Oege Univ Oxford Oxford OX1 2JD England

ISBN: (纸本)9781450312059

Over the last five years, graphics cards have become a tempting target for scientific computing, thanks to unrivaled peak performance, often producing a runtime speed-up of x10 to x25 over comparable CPU solutions. However, this increase can be difficult to achieve, and doing so often requires a fundamental rethink. This is especially problematic in scientific computing, where experts do not want to learn yet another architecture. In this paper we develop a method for automatically parallelising recursive functions of the sort found in scientific papers. Using a static analysis of the function dependencies we identify sets - partitions - of independent elements, which we use to synthesise an efficient GPU implementation using polyhedral code generation techniques. We then augment our language with DSL extensions to support a wider variety of applications, and demonstrate the effectiveness of this with three case studies, showing significant performance improvement over equivalent CPU methods, and similar efficiency to hand-tuned GPU implementations.

关键词： language Performance gpu scientific applications program synthesis dynamic programming

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Data flow frequency analysis

Data flow frequency analysis

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acm sigplan 96 conference on programming language design and implementation

作者： Ramalingam, G IBM T.J. Watson Research Cent Yorktown Heights United States

Conventional dataflow analysis computes information about what facts may or will not hold during the execution of a program. Sometimes it is useful, for program optimization, to know how often or with what probability a fact holds true during program execution. In this paper, we provide a precise formulation of this problem for a large class of dataflow problems - the class of finite bi-distributive subset problems. We show how it can be reduced to a generalization of the standard dataflow analysis problem, one that requires a sum-over-all-paths quantity instead of the usual meet-overall-paths quantity. We show that Kildall's result expressing the meet-over-all-paths value as a maximal-fixed-point carries over to the generalized setting, We then outline ways to adapt the standard dataflow analysis algorithms to solve this generalized problem, both in the intraprocedural and the interprocedural case.

关键词： Computer programming

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An optimizer for ada-design, experiences and results 88

An optimizer for ada-design, experiences and results

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

作者： Schwarz, Birgit Kirchgiissner, Walter Landwehr, Rudolf GMD Forschungsstelle An der Universität Karlsruhe Haid-und-Neu-Str. 7 Karlsruhe 1D-7500 Germany

ISBN: (纸本)0897912691

In this paper we describe the design of a global machine independent low level optimizer for the Karlsruhe Ada Compiler. We give a short overview on the optimizations and data structures used in the optimizer as well as some experiences with the optimizer. Detailed measurements are prcl vided for a collection of benchmarks. The average improve ment of code speed is 40%. © 1988 acm.

关键词： Structural optimization

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Renaissance: Benchmarking Suite for Parallel Applications on the JVM 2019

Renaissance: Benchmarking Suite for Parallel Applications on...

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40th acm sigplan conference on programming language design and implementation (PLDI) part of acm's Federated Computing Research conference (FCRC)

作者： Prokopec, Aleksandar Rosa, Andrea Leopoldseder, David Duboscq, Gilles Tuma, Petr Studener, Martin Bulej, Lubomir Zheng, Yudi Villazon, Alex Simon, Doug Wurthinger, Thomas Binder, Walter Oracle Labs Zurich Switzerland Univ Svizzera Italiana Lugano Switzerland Johannes Kepler Univ Linz Linz Austria Charles Univ Prague Prague Czech Republic Univ Privada Boliviana Colcapirhua Bolivia

ISBN: (纸本)9781450367127

Established benchmark suites for the Java Virtual Machine (JVM), such as DaCapo, ScalaBench, and SPECjvm2008, lack workloads that take advantage of the parallel programming abstractions and concurrency primitives offered by the JVM and the Java Class Library. However, such workloads are fundamental for understanding the way in which modern applications and data-processing frameworks use the JVM's concurrency features, and for validating new just-in-time (JIT) compiler optimizations that enable more efficient execution of such workloads. We present Renaissance, a new benchmark suite composed of modern, real-world, concurrent, and object-oriented workloads that exercise various concurrency primitives of the JVM. We show that the use of concurrency primitives in these workloads reveals optimization opportunities that were not visible with the existing workloads. We use Renaissance to compare performance of two state-of-the-art, production-quality JIT compilers (HotSpot C2 and Graal), and show that the performance differences are more significant than on existing suites such as DaCapo and SPECjvm2008. We also use Renaissance to expose four new compiler optimizations, and we analyze the behavior of several existing ones. Evaluating these optimizations using four benchmark suites shows a more prominent impact on the Renaissance workloads than on those of other suites.

关键词： benchmarks JIT compilation parallelism concurrency JVM object-oriented programming benchmarks functional programming benchmarks Big Data benchmarks

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REGISTER ALLOCATION ACROSS PROCEDURE AND MODULE BOUNDARIES 90

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1990 CONF OF THE SPECIAL INTEREST GROUP ON programming languageS OF THE ASSOC FOR COMPUTING MACHINERY : programming language design AND implementation

作者： SANTHANAM, V ODNERT, D HEWLETT PACKARD CO CALIF LANGUAGE LABCUPERTINOCA 95014

ISBN: (纸本)9780897913645

This paper describes a method for compiling programs using interprocedural register allocation. A strategy for handling programs built from multiple modules is presented, as well as algorithms for global variable promotion and register spill code motion. These algorithms attempt to address some of the shortcomings of previous interprocedural register allocation strategies. Results are given for an implementation on a single register file RISC-based architecture.

关键词： Reduced instruction set computing

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