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GUESSTIMATE: A programming Model for Collaborative Distributed Systems 10

GUESSTIMATE: A Programming Model for Collaborative Distribut...

引用

acm sigplan conference on programming language design and implementation

作者： Rajan, Kaushik Rajamani, Sriram Yaduvanshi, Shashank Microsoft Research bangalore India Microsoft Research Bangalore India Indian Institute of Technology Delhi India

ISBN: (纸本)9781450300193

We present a new programming model GUESSTIMATE for developing collaborative distributed systems. The model allows atomic, isolated operations that transform a system from consistent state to consistent state, and provides a shared transactional store for a collection of such operations executed by various machines in a distributed system. In addition to "committed state" which is identical in all machines in the distributed system, GUESSTIMATE allows each machine to have a replicated local copy of the state (called "guesstimated state") so that operations on shared state can be executed locally without any blocking, while also guaranteeing that eventually all machines agree on the sequences of operations executed. Thus, each operation is executed multiple times, once at the time of issue when it updates the guesstimated state of the issuing machine, once when the operation is committed (atomically) to the committed state of all machines, and several times in between as the guesstimated state converges toward the committed state. While we expect the results of these executions of the operation to be identical most of the time in the class of applications we study, it is possible for an operation to succeed the first time when it is executed on the guesstimated state, and fail when it is committed. GUESSTIMATE provides facilities that allow the programmer to deal with this potential discrepancy. This paper presents our programming model, its operational semantics, its realization as an API in C#, and our experience building collaborative distributed applications with this model.

关键词： Distributed systems collaborative applications concurrency language extensions

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Pure and Declarative Syntax Definition: Paradise Lost and Regained 10

Pure and Declarative Syntax Definition: Paradise Lost and Re...

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conference on Object Oriented programming Systems, languages and Applications/SPLASH 2010

作者： Kats, Lennart C. L. Visser, Eelco Wachsmuth, Guido Delft Univ Technol NL-2600 AA Delft Netherlands

ISBN: (纸本)9781450302036

Syntax definitions are pervasive in modern software systems, and serve as the basis for language processing tools like parsers and compilers. Mainstream parser generators pose restrictions on syntax definitions that follow from their implementation algorithm. They hamper evolution, maintainability, and compositionality of syntax definitions. The pureness and declarativity of syntax definitions is lost. We analyze how these problems arise for different aspects of syntax definitions, discuss their consequences for language engineers, and show how the pure and declarative nature of syntax definitions can be regained.

关键词： design languages

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FlumeJava: Easy, Efficient Data-Parallel Pipelines 10

FlumeJava: Easy, Efficient Data-Parallel Pipelines

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acm sigplan conference on programming language design and implementation

作者： Chambers, Craig Raniwala, Ashish Perry, Frances Adams, Stephen Henry, Robert R. Bradshaw, Robert Weizenbaum, Nathan Google Seattle WA USA

ISBN: (纸本)9781450300193

MapReduce and similar systems significantly ease the task of writing data-parallel code. However, many real-world computations require a pipeline of Map Reduces, and programming and managing such pipelines can be difficult. We present Flume Java, a Java library that makes it easy to develop, test, and run efficient data-parallel pipelines. At the core of the Flume Java library are a couple of classes that represent immutable parallel collections, each supporting a modest number of operations for processing them in parallel. Parallel collections and their operations present a simple, high-level, uniform abstraction over different data representations and execution strategies. To enable parallel operations to run efficiently, Flume Java defers their evaluation, instead internally constructing an execution plan dataflow graph. When the final results of the parallel operations are eventually needed, Flume Java first optimizes the execution plan, and then executes the optimized operations on appropriate underlying primitives (e.g., Map Reduces). The combination of high-level abstractions for parallel data and computation, deferred evaluation and optimization, and efficient parallel primitives yields an easy-to-use system that approaches the efficiency of hand-optimized pipelines. Flume Java is in active use by hundreds of pipeline developers within Google.

关键词： data-parallel programming MapReduce Java

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Green: A Framework for Supporting Energy-Conscious programming using Controlled Approximation 10

Green: A Framework for Supporting Energy-Conscious Programmi...

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acm sigplan conference on programming language design and implementation

作者： Baek, Woongki Chilimbi, Trishul M. Stanford Univ Comp Syst Lab Stanford CA 94305 USA Microsoft Res Redmond WA 98052 USA

ISBN: (纸本)9781450300193

Energy-efficient computing is important in several systems ranging from embedded devices to large scale data centers. Several application domains offer the opportunity to tradeoff quality of service/solution (QoS) for improvements in performance and reduction in energy consumption. Programmers sometimes take advantage of such opportunities, albeit in an ad-hoc manner and often without providing any QoS guarantees. We propose a system called Green that provides a simple and flexible framework that allows programmers to take advantage of such approximation opportunities in a systematic manner while providing statistical QoS guarantees. Green enables programmers to approximate expensive functions and loops and operates in two phases. In the calibration phase, it builds a model of the QoS loss produced by the approximation. This model is used in the operational phase to make approximation decisions based on the QoS constraints specified by the programmer. The operational phase also includes an adaptation function that occasionally monitors the runtime behavior and changes the approximation decisions and QoS model to provide strong statistical QoS guarantees. To evaluate the effectiveness of Green, we implemented our system and language extensions using the Phoenix compiler framework. Our experiments using benchmarks from domains such as graphics, machine learning, signal processing, and finance, and an in-production, real-world web search engine, indicate that Green can produce significant improvements in performance and energy consumption with small and controlled QoS degradation.

关键词： Performance Measurement languages designs Energy-Conscious programming Controlled Approximation

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Concurrent Orchestration in Haskell

Concurrent Orchestration in Haskell

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3rd acm Haskell Symposium on Haskell

作者： Launchbury, John Elliott, Trevor Galois Inc. Portland OR United States

ISBN: (纸本)9781450302524

We present a concurrent scripting language embedded in Haskell, emulating the functionality of the Orc orchestration language by providing many-valued (real) non-determinism in the context of concurrent effects. We provide many examples of its use, as well as a brief description of how we use the embedded Ore DSL in practice. We describe the abstraction layers of the implementation, and use the fact that we have a layered approach to demonstrate algebraic properties satisfied by the combinators.

关键词： design languages Concurrency Haskell Orc DSL Monad

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JavaGI in the Battlefield: Practical Experience with Generalized Interfaces 09

JavaGI in the Battlefield: Practical Experience with General...

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8th International conference on Generative programming and Component Engineering

作者： Wehr, Stefan Thiemann, Peter Univ Freiburg D-7800 Freiburg Germany

ISBN: (纸本)9781605584942

Generalized interfaces are an extension of the interface concept found in object-oriented languages such as Java or C#. The extension is inspired by Haskell's type classes. It supports retroactive and type-conditional interface implementations, binary methods, symmetric multimethods, interfaces over families of types, and static interface methods. This article reports practical experience with generalized interfaces as implemented in the JavaGI language. Several real-world case studies demonstrate how generalized interfaces provide solutions to extension and integration problems with components in binary form, how they make certain design patterns redundant, and how they eliminate various run-time errors. In each case study, the use of JavaGI results in elegant and highly readable code. Furthermore, the article discusses the implementation of a compiler and a run-time system for JavaGI. Benchmarks show that our implementation offers acceptable performance.

关键词： design Experimentation languages JavaGI retroactive interface implementation external methods multimethods case studies

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Inferable Object-Oriented Typed Assembly language 10

Inferable Object-Oriented Typed Assembly Language

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acm sigplan conference on programming language design and implementation

作者： Tate, Ross Chen, Juan Hawblitzel, Chris Univ Calif San Diego San Diego CA 92103 USA

ISBN: (纸本)9781450300193

A certifying compiler preserves type information through compilation to assembly language programs, producing typed assembly language (TAL) programs that can be verified for safety independently so that the compiler does not need to be trusted. There are two challenges for adopting certifying compilation in practice. First, requiring every compiler transformation and optimization to preserve types is a large burden on compilers, especially when adopting certifying compilation into existing optimizing non-certifying compilers. Second, type annotations significantly increase the size of assembly language programs. This paper proposes an alternative to traditional certifying compilers. It presents iTalX, the first inferable TAL type system that supports existential types, arrays, interfaces, and stacks. We have proved our inference algorithm is complete, meaning if an assembly language program is typeable with iTaIX then our algorithm will infer an iTaIX typing for that program. Furthermore, our algorithm is guaranteed to terminate even if the assembly language program is untypeable. We demonstrate that it is practical to infer such an expressive TAL by showing a prototype implementation of type inference for code compiled by Bartok, an optimizing C# compiler. Our prototype implementation infers complete type annotations for 98% of functions in a suite of realistic C# benchmarks. The type-inference time is about 8% of the compilation time. We needed to change only 2.5% of the compiler code, mostly adding new code for defining types and for writing types to object files. Most transformations are untouched. Type-annotation size is only 17% of the size of pure code and data, reducing type annotations in our previous certifying compiler [4] by 60%. The compiler needs to preserve only essential type information such as method signatures, object-layout information, and types for static data and external labels. Even non-certifying compilers have most of this information avai

关键词： Type inference Typed assembly language (TAL) Object-oriented compiler Existential quantification Certifying compiler

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Decoupled Lifeguards: Enabling Path Optimizations for Dynamic Correctness Checking Tools 10

Decoupled Lifeguards: Enabling Path Optimizations for Dynami...

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acm sigplan conference on programming language design and implementation

作者： Ruwase, Olatunji Chen, Shimin Gibbons, Phillip B. Mowry, Todd C. Carnegie Mellon Univ Pittsburgh PA 15213 USA Intel Labs Pittsburgh Pittsburgh PA USA

ISBN: (纸本)9781450300193

Dynamic correctness checking tools (a.k.a. lifeguards) can detect a wide array of correctness issues, such as memory, security, and concurrency misbehavior, in unmodified executables at run time. However, lifeguards that are implemented using dynamic binary instrumentation (DBI) often slow down the monitored application by 10-50X, while proposals that replace DBI with hardware still see 3-8X slowdowns. The remaining overhead is the cost of performing the lifeguard analysis itself. In this paper, we explore compiler optimization techniques to reduce this overhead. The lifeguard software is typically structured as a set of event-driven handlers, where the events are individual instructions in the monitored application's dynamic instruction stream. We propose to decouple the lifeguard checking code from the application that it is monitoring so that the lifeguard analysis can be invoked at the granularity of hot paths in the monitored application. In this way, we are able to find many more opportunities for eliminating redundant work in the lifeguard analysis, even starting with well-optimized applications and hand-tuned lifeguard handlers. Experimental results with two lifeguard frameworks-one DBI-based and one hardware-assisted-show significant reduction in monitoring overhead.

关键词： design Performance Reliability Security Dynamic code optimizations Dynamic correctness checking Dynamic program analysis

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Type-preserving compilation of end-to-end verification of security enforcement 10

Type-preserving compilation of end-to-end verification of se...

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acm sigplan 2010 conference on programming language design and implementation, PLDI 2010

作者： Chen, Juan Chugh, Ravi Swamy, Nikhil Microsoft Research United States University of California San Diego CA United States

ISBN: (纸本)9781450300193

A number of programming languages use rich type systems to verify security properties of code. Some of these languages are meant for source programming, but programs written in these languages are compiled without explicit security proofs, limiting their utility in settings where proofs are necessary, e.g., proof-carrying authorization. Others languages do include explicit proofs, but these are generally lambda calculi not intended for source programming, that must be further compiled to an executable form. A language suitable for source programming backed by a compiler that enables end-to-end verification is missing. In this paper, we present a type-preserving compiler that translates programs written in FINE, a source-level functional language with dependent refinements and affine types, to DCIL, a new extension of the .NET Common Intermediate language. FINE is type checked using an external SMT solver to reduce the proof burden on source programmers. We extract explicit LCF-style proof terms from the solver and carry these proof terms in the compilation to DCIL, thereby removing the solver from the trusted computing base. Explicit proofs enable DCIL to be used in a number of important scenarios, including the verification of mobile code, proof-carrying authorization, and evidence-based auditing. We report on our experience using FINE to build reference monitors for several applications, ranging from a plugin-based email client to a conference management server. © 2010 acm.

关键词： Functional programming

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Contracts for Modular Discrete Controller Synthesis 10

Contracts for Modular Discrete Controller Synthesis

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acm sigplan/SIGBED conference on languages, Compilers and Tool for Embedded Systems

作者： Delaval, Gwenael Marchand, Herve Rutten, Eric INRIA Grenoble France INRIA Rennes France

ISBN: (纸本)9781605589534

We describe the extension of a reactive programming language with a behavioral contract construct. It is dedicated to the programming of reactive control of applications in embedded systems, and involves principles of the supervisory control of discrete event systems. Our contribution is in a language approach where modular discrete controller synthesis (DCS) is integrated, and it is concretized in the encapsulation of DCS into a compilation process. From transition system specifications of possible behaviors, DCS automatically produces controllers that make the controlled system satisfy the property given as objective. Our language features and compiling technique provide correctness-by-construction in that sense, and enhance reliability and verifiability. Our application domain is adaptive and reconfigurable systems: closed-loop adaptation mechanisms enable flexible execution of functionalities w.r.t. changing resource and environment conditions. Our language can serve programming such adaption controllers. This paper particularly describes the compilation of the language. We present a method for the modular application of discrete controller synthesis on synchronous programs, and its integration in the BZR language. We consider structured programs, as a composition of nodes, and first apply DCS on particular nodes of the program, in order to reduce the complexity of the controller computation;then, we allow the abstraction of parts of the program for this computation;and finally, we show how to recompose the different controllers computed from different abstractions for their correct co-execution with the initial program. Our work is illustrated with examples, and we present quantitative results about its implementation.

关键词： design languages Reliability Verification Discrete controller synthesis modularity components contracts reactive systems synchronous programming adaptive and reconfigurable systems

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