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检索条件"主题词=functional reactive programming"

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Towards a Statically Scheduled Parallel Execution of an FRP Language for Embedded Systems 6

Towards a Statically Scheduled Parallel Execution of an FRP ...

引用

6th International Workshop on reactive and Event-Based Languages and Systems (REBLS)

作者： Sakurai, Yoshitaka Watanabe, Takuo Tokyo Inst Technol Dept Comp Sci Tokyo Japan

ISBN: (纸本)9781450369862

This paper presents an automatic parallelization method for a pure FRP language designed for embedded systems. Recent advances in microprocessor technology make it possible to use multicore processors even in resource-constrained embedded systems. To fully utilize such processors with a pure FRP language, we propose a method for parallelizing signal graph updates. The method is based on a static scheduling algorithm because it should run with a simple RTOS or without the help of operating systems. To evaluate the proposed method, we implemented a parallelizing compiler for XFRP, a pure FRP language for embedded systems. In this paper, we describe the parallelizing method and show some preliminary evaluation results using Linux-based systems that demonstrate the effectiveness of the method.

关键词： functional reactive programming Parallelization Scheduling Embedded Systems

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Fault-Tolerant Swarms 7

Fault-Tolerant Swarms

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7th IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT)

作者： Perez, Ivan Goodloe, Alwyn Edmonson, William Natl Inst Aerosp Hampton VA 23666 USA NASA Langley Res Ctr Hampton VA 23665 USA NC A&T State Univ Greensboro NC USA

ISBN: (纸本)9781728115443

Safety-critical systems must be engineered to be ultra-reliable. Redundancy is critical to tolerate faults that cannot be eliminated by using ruggedized or hardened computing. The use of small satellites allows new missions to be cost-effective, but it also introduces new problems in terms of robustness and fault handling. Apart from the inherent problems of working in a distributed setting, small sats normally lack the redundancy needed to deal with pernicious faults due to constraints on weight, cost and complexity. This paper presents and evaluates fault tolerance mechanisms in a swarm of satellites considered as a whole, making it robust to the failure of one or more satellites. The evaluation is performed with a computer model augmented with the properties desired from our system. We use a random testing tool to inject faults in different parts of our model and evaluate the fault detection and fault correction mechanisms we propose. Our results support the suitability of the proposed fault model, fault tolerant architecture, and evaluation methodology.

关键词： fault tolerance satellites cubesats nanosats swarms functional reactive programming quickcheck testing system verification

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C++ reactive programming: Design concurrent and asynchronous applications using the RxCpp library and Modern C++17

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2018年

作者： Praseed Pai Peter Abraham

ISBN: (数字)9781788624244

ISBN: (纸本)9781788629775

Learn how to implement the reactive programming paradigm with C++ and build asynchronous and concurrent applications About This Book • Efficiently exploit concurrency and parallelism in your programs • Use the functional reactive programming model to structure programs • Understand reactive GUI programming to make your own applications using Qt Who This Book Is For If you’re a C++ developer interested in using reactive programming to build asynchronous and concurrent applications, you’ll find this book extremely useful. This book doesn’t assume any previous knowledge of reactive programming. What You Will Learn • Understand language-level concurrency in C++ • Explore advanced C++ programming for the FRP • Uncover the RxCpp library and its programming model • Mix the FP and OOP constructs in C++ 17 to write well-structured programs • Master reactive microservices in C++ • Create custom operators for RxCpp • Learn advanced stream processing and error handling In Detail reactive programming is an effective way to build highly responsive applications with an easy-to-maintain code base. This book covers the essential functional reactive concepts that will help you build highly concurrent, event-driven, and asynchronous applications in a simpler and less error-prone way. C++ reactive programming begins with a discussion on how event processing was undertaken by different programming systems earlier. After a brisk introduction to modern C++ (C++17), you’ll be taken through language-level concurrency and the lock-free programming model to set the stage for our foray into the functional programming model. Following this, you’ll be introduced to RxCpp and its programming model. You’ll be able to gain deep insights into the RxCpp library, which facilitates reactive programming. You’ll learn how to deal with reactive programming using Qt/C++ (for the desktop) and C++ microservices for the Web. By the end of the book, you will be well versed with advanced reactive progra

关键词： reactive programming RxCpp reactive C++ C++ reactive Compositional Event Systems functional reactive programming reactive Extensions backpressure error handling core.async message driven event driven

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C++ reactive programming 1

引用

丛书名： []

2018年

作者： Peter Abraham Praseed Pai

ISBN: (数字)9781788624244

ISBN: (纸本)9781788629775

Learn how to implement the reactive programming paradigm with C++ and build asynchronous and concurrent applications Key Features Efficiently exploit concurrency and parallelism in your programs Use the functional reactive programming model to structure programs Understand reactive GUI programming to make your own applications using Qt Book Description reactive programming is an effective way to build highly responsive applications with an easy-to-maintain code base. This book covers the essential functional reactive concepts that will help you build highly concurrent, event-driven, and asynchronous applications in a simpler and less error-prone way. C++ reactive programming begins with a discussion on how event processing was undertaken by different programming systems earlier. After a brisk introduction to modern C++ (C++17), you'll be taken through language-level concurrency and the lock-free programming model to set the stage for our foray into the functional programming model. Following this, you'll be introduced to RxCpp and its programming model. You'll be able to gain deep insights into the RxCpp library, which facilitates reactive programming. You'll learn how to deal with reactive programming using Qt/C++ (for the desktop) and C++ microservices for the Web. By the end of the book, you will be well versed with advanced reactive programming concepts in modern C++ (C++17). What you will learn Understand language-level concurrency in C++ Explore advanced C++ programming for the FRP Uncover the RxCpp library and its programming model Mix the FP and OOP constructs in C++ 17 to write well-structured programs Master reactive microservices in C++ Create custom operators for RxCpp Learn advanced stream processing and error handling Who this book is for If you're a C++ developer interested in using reactive programming to build asynchronous and concurrent applications, you'll find this book extremely useful. This book doesn't assume any previous knowledge of reactive

关键词： reactive programming RxCpp reactive C++ C++ reactive Compositional Event Systems functional reactive programming reactive Extensions backpressure Error Handling core.async message driven event driven

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functional reactive programming for web applications

Functional reactive programming for web applications

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作者： Smrž, Roman Charles University of Prague

functional reactive programming provides mechanisms of describing dynamic systems in a declarative and type-safe manner, which is traditional domain of functional languages in general and Haskell, which we use here, in particular. We explore ways, in which it may be applied to programming web applications, specifically, we design a domain specific language intended for writing web pages as a part of a Haskell program, which would generate the actual code served to the client, and enriching them with dynamic content; and also find out to what extent we may broaden the expressive power of such library given certain inherent constraints of the chosen method. In doing so, we utilize the tree-like structure of the HTML page, which is quite suitable to be written as a source code in a programming language and to which we embed additional entities providing the dynamics and interactivity.

关键词： functional reactive programming Haskell Web JavaScript

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DynCam: A reactive Multithreaded Pipeline Library for 3D Telepresence in VR 18

DynCam: A Reactive Multithreaded Pipeline Library for 3D Tel...

引用

Virtual Reality International Conference - Laval Virtual (VRIC)

作者： Schroeder, Christoph Sharma, Mayank Teuber, Joern Weller, Rene Zachmann, Gabriel Univ Bremen Bremen Germany CERN Geneva Switzerland

ISBN: (纸本)9781450353816

We contribute a new library, DynCam, for real-time, low latency, streaming point cloud processing with a special focus on telepresence in VR. Our library combines several RGBD-images from multiple distributed sources to a single point cloud and transfers it through a network. This processing is organized as a pipeline that supports implicit multithreading. The pipeline uses functional reactive programming to describe transformations on the data in a declarative way. In contrast to previous libraries, DynCam is platform independent, modular and lightweight. This makes it easy to extend and allows easy integration into existing applications. We have prototypically implemented a telepresence application in the Unreal Engine. Our results show that DynCam outperforms competing libraries concerning latency as well as network traffic.

关键词： Collaborative Distributed VR functional reactive programming Point Clouds RGBD Streaming Latency Measurement

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Rhine: FRP with Type-Level Clocks 11

Rhine: FRP with Type-Level Clocks

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Haskell Conference

作者： Baerenz, Manuel Perez, Ivan Univ Wien Math Fak Vienna Austria NIA Hampton VA USA

ISBN: (纸本)9781450358354

Processing data at different rates is generally a hard problem in reactive programming. Buffering problems, lags, and concurrency issues often occur. Many of these problems are clock errors, where data at different rates is combined incorrectly. Techniques to avoid clock errors, such as type-level clocks and deterministic scheduling, exist in the field of synchronous programming, but are not implemented in general-purpose languages like Haskell. Rhine is a clock-safe library for synchronous and asynchronous functional reactive programming (FRP). It separates the aspects of clocking, scheduling and resampling from each other, and ensures clock-safety at the type level. Concurrent communication is encapsulated safely. Diverse reactive subsystems can be combined in a coherent, declarative data-flow framework, while correct interoperability of data at different rates is guaranteed by type-level clocks. This provides a general-purpose framework that simplifies multi-rate FRP systems and can be used for game development, media applications, GUIs and embedded systems, through a flexible API with many reusable components.

关键词： functional reactive programming haskell reactive programming asynchronous programming

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Tackling the Awkward Squad for reactive programming: The Actor-Reactor Model 4

Tackling the Awkward Squad for Reactive Programming: The Act...

引用

4th ACM SIGPLAN International Workshop on reactive and Event-Based Languages and Systems (REBLS)

作者： Van den Vonder, Sam De Koster, Joeri Myter, Florian De Meuter, Wolfgang Vrije Univ Brussel Brussels Belgium

ISBN: (纸本)9781450355155

In his famous paper entitled "Tackling the Awkward Squad", Peyton Jones studies how features that traditionally did not fit in the functional programming paradigm can be added to a functional language via careful language design (e.g. using monads), instead of allowing programmers to sprinkle around impure expressions and ad-hoc library calls, thereby turning the entire program into a non-functional program. Similarly, in this paper, we identify a number of code characteristics that do not map onto the reactive programming paradigm but that are present in many real life reactive programs. We propose a novel Actor-Reactor model that can serve as the basis for future language designs that allow a programmer to use the awkward squad without making the reactive parts of the program accidentally non-reactive.

关键词： functional reactive programming actors reactors the actor-reactor model

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Towards Safe and Efficient functional reactive programming

Towards Safe and Efficient Functional Reactive Programming

引用

作者： Sculthorpe, Neil University of Nottingham

学位级别：博士

functional reactive programming (FRP) is an approach to reactive programming where systems are structured as networks of functions operating on time-varying values (signals). FRP is based on the synchronous data-flow paradigm and supports both continuous-time and discrete-time signals (hybrid systems). What sets FRP apart from most other reactive languages is its support for systems with highly dynamic structure (dynamism) and higher-order reactive constructs (higher-order data-flow). However, the price paid for these features has been the loss of the safety and performance guarantees provided by other, less expressive, reactive languages. Statically guaranteeing safety properties of programs is an attractive proposition. This is true in particular for typical application domains for reactive programming such as embedded systems. To that end, many existing reactive languages have type systems or other static checks that guarantee domain-specific constraints, such as feedback being well-formed (causality analysis). However, compared with FRP, they are limited in their capacity to support dynamism and higher-order data-flow. On the other hand, as established static techniques do not suffice for highly structurally dynamic systems, FRP generally enforces few domain-specific constraints, leaving the FRP programmer to manually check that the constraints are respected. Thus, there is currently a trade-off between static guarantees and dynamism among reactive languages. This thesis contributes towards advancing the safety and efficiency of FRP by studying highly structurally dynamic networks of functions operating on mixed (yet distinct) continuous-time and discrete-time signals. First, an ideal denotational semantics is defined for this kind of FRP, along with a type system that captures domain-specific constraints. The correctness and practicality of the language and type system are then demonstrated by proof-of-concept implementations in Agda and Haskell. Finally, tempo

关键词： functional reactive programming frp agda haskell

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Back to the Future: Time Travel in FRP 10

Back to the Future: Time Travel in FRP

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10th ACM SIGPLAN Symposium on Haskell (Haskell) co-located with ICFP Conference

作者： Perez, Ivan Univ Nottingham Sch Comp Sci Nottingham England

ISBN: (纸本)9781450351829

functional reactive programming (FRP) allows interactive applications to be modelled in a declarative manner using time-varying values. For practical reasons, however, operational constraints are often imposed, such as having a fixed time domain, time always flowing forward, and limiting the exploration of the past. In this paper we show how these constraints can be overcome, giving local control over the time domain, the direction of time and the sampling step. We study the behaviour of FRP expressions when time flows backwards, and demonstrate how to synchronize subsystems running asynchronously and at different sampling rates. We have verified the practicality of our approach with two non-trivial games in which time control is central to the gameplay.

关键词： functional reactive programming game programming time stream programming monadic streams Haskell

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