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The nesC language:: A holistic approach to networked embedded systems 03

引用

conference on programming language design and implementation

作者： Gay, D Levis, P von Behren, R Welsh, M Brewer, E Culler, D Univ Calif Berkeley EECS Dept Berkeley CA 94720 USA Intel Res Berkeley Berkeley CA 94704 USA

ISBN: (纸本)9781581136623

We present nesC, a programming language for networked embedded systems that represent a new design space for application developers. An example of a networked embedded system is a sensor network, which consists of (potentially) thousands of tiny, low-power "motes," each of which execute concurrent, reactive programs that must operate with severe memory and power constraints. nesC's contribution is to support the special needs of this domain by exposing a programming model that incorporates event-driven execution, a flexible concurrency model, and component-oriented application design. Restrictions on the programming model allow the nesC compiler to perform whole-program analyses, including data-race detection (which improves reliability) and aggressive function inlining (which reduces resource consumption). nesC has been used to implement TinyOS, a small operating system for sensor networks, as well as several significant sensor applications. nesC and TinyOS have been adopted by a large number of sensor network research groups, and our experience and evaluation of the language shows that it is effective at supporting the complex, concurrent programming style demanded by this new class of deeply networked systems.

关键词： programming languages C concurrency data races components modules first-order nesC TinyOS

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design, implementation and evaluation of the FNC-2 attribute grammar system 90

Design, implementation and evaluation of the FNC-2 attribute...

引用

Proceedings of the acm sigplan '90 conference on programming language design and implementation

作者： Jourdan, Martin Parigot, Didier Julie, Catherine Durin, Olivier Le Bellec, Carole INRIA Le Chesnay France

ISBN: (纸本)0897913647

FNC-2 is a new attribute grammar processing system aiming at expressive power, efficiency, ease of use and versatility. Its development at INRIA started in 1986, and a first running prototype is available since early 1989. Its most important features are: efficient exhaustive and incremental visit-sequence-based evaluation of strongly (absolutely) non-circular AGs;extensive space optimizations;a specially-designed AG-description language, with provisions for true modularity;portability and versatility of the generated evaluators;complete environment for application development. This paper briefly describes the design and implementation of FNC-2 and its peripherals. Then preliminary experience with the system is reported.

关键词： Computer Operating Systems

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Generational garbage collection and the radioactive decay model 97

Generational garbage collection and the radioactive decay mo...

引用

Proceedings of the 1997 acm SIGPLAM conference on programming language design and implementation, pldi

作者： Clinger, William D. Hansen, Lars T. Northeastern Univ United States

ISBN: (纸本)9780897919074

If a fixed exponentially decreasing probability distribution function is used to model every object's lifetime, then the age of an object gives no information about its future life expectancy. This radioactive decay model implies there can be no rational basis for deciding which live objects should be promoted to another generation. Yet there remains a rational basis for deciding how many objects to promote, when to collect garbage, and which generations to collect. Analysis of the model leads to a new kind of generational garbage collector whose effectiveness does not depend upon heuristics that predict which objects will live longer than others. This result provides insight into the computational advantages of generational garbage collection, with implications for the management of objects whose life expectancies are difficult to predict.

关键词： Object oriented programming

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Sound Probabilistic Inference via Guide Types 2021

Sound Probabilistic Inference via Guide Types

引用

42nd acm sigplan International conference on programming language design and implementation (pldi)

作者： Wang, Di Hoffmann, Jan Reps, Thomas Carnegie Mellon Univ Pittsburgh PA 15213 USA Univ Wisconsin Madison WI 53706 USA

ISBN: (纸本)9781450383912

Probabilistic programming languages aim to describe and automate Bayesian modeling and inference. Modern languages support programmable inference, which allows users to customize inference algorithms by incorporating guide programs to improve inference performance. For Bayesian inference to be sound, guide programs must be compatible with model programs. One pervasive but challenging condition for model-guide compatibility is absolute continuity, which requires that the model and guide programs define probability distributions with the same support. This paper presents a new probabilistic programming language that guarantees absolute continuity, and features general programming constructs, such as branching and recursion. Model and guide programs are implemented as coroutines that communicate with each other to synchronize the set of random variables they sample during their execution. Novel guide types describe and enforce communication protocols between coroutines. If the model and guide are well-typed using the same protocol, then they are guaranteed to enjoy absolute continuity. An efficient algorithm infers guide types from code so that users do not have to specify the types. The new programming language is evaluated with an implementation that includes the type-inference algorithm and a prototype compiler that targets Pyro. Experiments show that our language is capable of expressing a variety of probabilistic models with nontrivial control flow and recursion, and that the coroutine-based computation does not introduce significant overhead in actual Bayesian inference.

关键词： Probabilistic programming Bayesian inference type systems coroutines

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Spatial: A language and Compiler for Application Accelerators 2018

Spatial: A Language and Compiler for Application Accelerator...

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

作者： Koeplinger, David Feldman, Matthew Prabhakar, Raghu Zhang, Yaqi Hadjis, Stefan Fiszel, Ruben Zhao, Tian Nardi, Luigi Pedram, Ardavan Kozyrakis, Christos Olukotun, Kunle Stanford Univ Stanford CA 94305 USA Ecole Polytech Fed Lausanne Lausanne Switzerland

ISBN: (纸本)9781450356985

Industry is increasingly turning to reconfigurable architectures like FPGAs and CGRAs for improved performance and energy efficiency. Unfortunately, adoption of these architectures has been limited by their programming models. HDLs lack abstractions for productivity and are difficult to target from higher level languages. HLS tools are more productive, but offer an ad-hoc mix of software and hardware abstractions which make performance optimizations difficult. In this work, we describe a new domain-specific language and compiler called Spatial for higher level descriptions of application accelerators. We describe Spatial's hardware-centric abstractions for both programmer productivity and design performance, and summarize the compiler passes required to support these abstractions, including pipeline scheduling, automatic memory banking, and automated design tuning driven by active machine learning. We demonstrate the language's ability to target FPGAs and CGRAs from common source code. We show that applications written in Spatial are, on average, 42% shorter and achieve a mean speedup of 2.9x over SDAccel HLS when targeting a Xilinx UltraScale+ VU9P FPGA on an Amazon EC2 F1 instance.

关键词： domain-specific languages compilers hardware accelerators high-level synthesis reconfigurable architectures FPGAs CGRAs

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The Atomos ∑ transactional programming language 06

The Atomos ∑ transactional programming language

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acm sigplan conference on programming language design and implementation, pldi 2006 - PLAS 2006: 2006 programming languages and Analysis for Security Workshop

作者： Carlstrom, Brian D. McDonald, Austen Chafi, Hassan Chung, Jaewoong Minh, Chi Cao Kozyrakis, Christos Olukotun, Kunle Computer Systems Laboratory Stanford University United States

ISBN: (纸本)1595933743

Atomos is the first programming language with implicit transactions, strong atomicity, and a scalable multiprocessor implementation. Atomos is derived from Java, but replaces its synchronization and conditional waiting constructs with simpler transactional *** Atomos watch statement allows programmers to specify fine-grained watch sets used with the Atomos retry conditional waiting statement for efficient transactional conflict-driven wakeup even in transactional memory systems with a limited number of transactional contexts. Atomos supports open-nested transactions, which are necessary for building both scalable application programs and virtual machine *** implementation of the Atomos scheduler demonstrates the use of open nesting within the virtual machine and introduces the concept of transactional memory violation handlers that allow programs to recover from data dependency violations without rolling *** programming examples are given to demonstrate the usefulness of transactional programming primitives. Atomos and Java are compared through the use of several benchmarks. The results demonstrate both the improvements in parallel programming ease and parallel program performance provided by Atomos. Copyright © 2006 acm.

关键词： Computer programming languages

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Jedd:: A BDD-based relational extension of Java

Jedd:: A BDD-based relational extension of Java

引用

conference on programming language design and implementation

作者： Lhoták, O Hendren, L McGill Univ Sch Comp Sci Sable Res Grp Montreal PQ Canada

In this paper we present Jedd, a language extension to Java that supports a convenient way of programming with Binary Decision Diagrams (BDDs). The Jedd language abstracts BDDs as database-style relations and operations on relations, and provides static type rules to ensure that relational operations are used correctly. The paper provides a description of the Jedd language and reports on the design and implementation of the Jedd translator and associated runtime system. Of particular interest is the approach to assigning attributes from the high-level relations to physical domains in the underlying BDDs, which is done by expressing the constraints as a SAT problem and using a modern SAT solver to compute the solution. Further, a runtime system is defined that handles memory management issues and supports a browsable profiling tool for tuning the key BDD operations. The motivation for designing Jedd was to support the development of whole program analyses based on BDDs, and we have used Jedd to express five key interrelated whole program analyses in our Soot compiler framework. We provide some examples of this application and discuss our experiences using Jedd.

关键词： binary decision diagrams relations language design Java program analysis Boolean formula satisfiability

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Web Question Answering with Neurosymbolic Program Synthesis 2021

Web Question Answering with Neurosymbolic Program Synthesis

引用

42nd acm sigplan International conference on programming language design and implementation (pldi)

作者： Chen, Qiaochu Lamoreaux, Aaron Wang, Xinyu Durrett, Greg Bastani, Osbert Dillig, Isil Univ Texas Austin Austin TX 78712 USA Univ Michigan Ann Arbor MI 48109 USA Univ Penn Philadelphia PA 19104 USA

ISBN: (纸本)9781450383912

In this paper, we propose a new technique based on program synthesis for extracting information from webpages. Given a natural language query and a few labeled webpages, our method synthesizes a program that can be used to extract similar types of information from other unlabeled webpages. To handle websites with diverse structure, our approach employs a neurosymbolic DSL that incorporates both neural NLP models as well as standard language constructs for tree navigation and string manipulation. We also propose an optimal synthesis algorithm that generates all DSL programs that achieve optimal F-1 score on the training examples. Our synthesis technique is compositional, prunes the search space by exploiting a monotonicity property of the DSL, and uses transductive learning to select programs with good generalization power. We have implemented these ideas in a new tool called WEBQA and evaluate it on 25 different tasks across multiple domains. Our experiments show that WEBQA significantly outperforms existing tools such as state-of-the-art question answering models and wrapper induction systems.

关键词： Program Synthesis programming by Example Web Information Extraction

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GUM: a portable parallel implementation of Haskell

GUM: a portable parallel implementation of Haskell

引用

Proceedings of the acm sigplan'96 conference on programming language design and implementation, pldi

作者： Trinder, P.W. Hammond, K. Mattson Jr., J.S. Partridge, A.S. Jones, S.L.Peyton Glasgow Univ Glasgow United Kingdom

GUM is a portable, parallel implementation of the Haskell functional language. Despite sustained research interest in parallel functional programming, GUM is one of the first such systems to be made publicly available. GUM is message-based, and portability is facilitated by using the PVM communications harness that is available on many multi-processors. As a result, GUM is available for both shared-memory (Sun SPARCserver multiprocessors) and distributed-memory (networks of workstations) architectures. The high message-latency of distributed machines is ameliorated by sending messages asynchronously, and by sending large packets of related data in each message. Initial performance figures demonstrate absolute speedups relative to the best sequential compiler technology. To improve the performance of a parallel Haskell program GUM provides tools for monitoring and visualising the behaviour of threads and of processors during execution.

关键词： Computer programming languages

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Practical dependence testing 91

Practical dependence testing

引用

1991 acm sigplan 1991 conference on programming language design and implementation, pldi 1991

作者： Goff, Gina Kennedy, Ken Tseng, Chau-Wen Department of Computer Science Rice University HoustonTX77251-1892 United States

ISBN: (纸本)0897914287

Precise and efficient dependence tests are essential to the effectiveness of a parallelizing compiler. This paper proposes a dependence testing scheme based on classifying pairs of subscripted variable references. Exact yet fast dependence tests are presented for certain classes of array references, as well as empirical results showing that these references dominate scientific Fortran codes. These dependence tests are being implemented at Rice University in both PFC, a parallelizing compiler, and ParaScope, a parallel programming environment. © 1991 acm.

关键词： Parallel programming

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