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检索条件"主题词=functional reactive programming"

共 72 条记录，以下是51-60 订阅

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Designing of IoT Platform Based on functional reactive Pattern

Designing of IoT Platform Based on Functional Reactive Patte...

引用

2018 International Conference on Computer Science, Electronics and Communication Engineering（CSECE2018）

作者： Haidong Lv Xiaolong Ge Hongzhi Zhu Zhiwei Yuan Zhen Wang Yongkang Zhu City Institute of Dalian University of Technology

To meet the real-time requirement and data fast processing has become a significant challenge in the Internet of Things platform. In an attempt to design and implement new reactive paradigm, this paper presents an innovative functional reactive programming model to design and implement IoT platform using ***, Kafka, MQTT, Angular and RxJS etc technologies to process high speed device collecting data. In this IoT platform system the functional reactive approach has been pushing both on the back-end and the front-end to simplified IoT platform system designing and programming and reduce the development time and effort. Future research will focus on the practice validation of this work by implementing this IoT platform into a big data system and artificial intelligence application.

关键词： internet of thing functional reactive programming MQTT kafka

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FRP IoT Modules as a Scala DSL 4

FRP IoT Modules as a Scala DSL

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

作者： Calus, Ben Reynders, Bob Devriese, Dominique Noorman, Job Piessens, Frank Katholieke Univ Leuven Imec DistriNet B-3001 Leuven Belgium

ISBN: (纸本)9781450355155

With Internet of Things applications growing in size and popularity, physical sensor networks are more often running multiple complex applications. It becomes increasingly important to maintain these event-driven programs on embedded systems. Traditionally, event-driven applications such as sensor network applications are written using an imperative style of programming where different callback routines are registered to handle events. As the application complexity grows, the inverted control flow and reliance on shared global state makes this style of programming hard to maintain. Furthermore, sensor network applications are inherently distributed and are written by manually managing code-bases of sub-applications that go on all nodes separately. If security is important, the programmer needs to manually interface with low-level security primitives because there is no built-in notion of components. We propose a more maintainable approach where the developer essentially writes a first-order FRP program, containing code fragments in an embedded subset of C. From this FRP program, we generate efficient C code to be run on every node. Every module of the FRP program is compiled to a separate C module, making it easy to deploy modules to different nodes, and to enhance the security of the application by isolating modules from other software running on the nodes. Our implementation is based on a Scala EDSL that we use to let the user conveniently embed fragments of C code. The annotated C code gets compiled to Sancus, a security architecture for IoT nodes that supports the secure and distributed execution of the generated modules.

关键词： functional reactive programming DSL Scala

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Funky Grooves: Declarative programming of Full-Fledged Musical Applications 19th

Funky Grooves: Declarative Programming of Full-Fledged Music...

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19th International Symposium on Practical Aspects of Declarative Languages (PADL)

作者： Nilsson, Henrik Chupin, Guerric Univ Nottingham Sch Comp Sci Nottingham England ENSTA ParisTech Palaiseau France

ISBN: (纸本)9783319516769;9783319516752

There are many systems and languages for music that essentially are declarative, often following the synchronous dataflow paradigm. As these tools, however, are mainly aimed at artists, their application focus tends to be narrow and their usefulness as general purpose tools for developing musical applications limited, at least if one desires to stay declarative. This paper demonstrates that functional reactive programming (FRP) in combination with reactive Values and Relations (RVR) is one way of addressing this gap. The former, in the synchronous dataflow tradition, aligns with the temporal and declarative nature of music, while the latter allows declarative interfacing with external components as needed for full-fledged musical applications. The paper is a case study around the development of an interactive cellular automaton for composing groove-based music.

关键词： functional reactive programming reactive values and relations Synchronous dataflow Hybrid systems Music

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A Scratchpad Memory-Based Execution Platform for functional reactive Systems and its Static Timing Analysis 22

A Scratchpad Memory-Based Execution Platform for Functional ...

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22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTSCA)

作者： Kazemi, Zeinab Cheng, Albert M. K. Univ Houston Dept Comp Sci Houston TX 77204 USA

ISBN: (纸本)9781509024797

Priority-based functional reactive programming (P-FRP) is a new variant of FRP to model reactive applications in real-time systems. In P-FRP, when the currently running task is preempted by an arriving higher-priority task, the lower-priority running task is aborted and the higher-priority task will execute. The lower-priority task restarts when the higher-priority one completes. However, unlike the preemptive model, when a task aborts, all the changes made by this task are discarded. That is to say, when an aborted ask restarts, it should execute from the beginning. In order to provide a realistic Worst-Case Response Time (WCRT) of the tasks in P-FRP, it is therefore mandatory to derive a realistic Worst Case Execution Time (WCET) of each task. Previous studies have ignored memory latency in the derivation of the WCRT, making the resulting estimate inaccurate and unrealistic. Furthermore, these studies have also assumed that the WCET of each task is known a priori. In this paper, we introduce a scratchpad memory (SPM)-based platform for executing P-FRP tasks and an approach to determine the WCET of the tasks by considering the memory cost of the aborted tasks. We first compute the WCET of a task in a P-FRP system, and then calculate the memory penalty caused by preemption. In the next step, we derive the WCRT of the task sets in P-FRP by considering memory latency in the proposed platform. Experimental results from the derivations of the WCET and WCRT using task sets from the SNU real-time benchmarks and randomly generated tasks are presented to validate this approach.

关键词： Architecture FRP functional reactive programming functional reactive Systems P-FRP Response Time Scratchpad Memory Timing Analysis

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A Library-Based Approach to Context-Dependent Computation with reactive Values 2016

A Library-Based Approach to Context-Dependent Computation wi...

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15th International Conference on Modularity (MODULARITY)

作者： Inoue, Hiroaki Igarashi, Atsushi Kyoto Univ Grad Sch Informat Kyoto 6068501 Japan

ISBN: (纸本)9781450340335

Language constructs for programming context-dependent computation are required in recent software development, where context information influences program behavior, whose description is often scattered around several modules as conditional expressions. The Context-Oriented programming (COP) community has revealed that context-dependent computations should be modularized into partially defined methods, those partial methods should be adaptable at run-time, and a method dispatching mechanism should take context information into account. Such language constructs enhance modularity of a program. Although contexts are usually reactively changeable, many existing COP approaches do not consider the relation between contexts and reactive information. In this paper, we develop a Scala library for context-dependent computations, based on the idea of contexts as reactive values, which are well studied in the field of functional reactive programming. We also show that dynamic binding is useful to control how reactive values influence context dependent functions;it provides context caching to prevent unexpected reactions.

关键词： Context-oriented programming functional reactive programming Dynamic binding Scala

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Practical Principled FRP Forget the Past, Change the Future, FRPNow! 2015

Practical Principled FRP Forget the Past, Change the Future,...

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20th ACM SIGPLAN International Conference on functional programming (ICFP)

作者： van der Ploeg, Atze Claessen, Koen Chalmers Univ Technol Gothenburg Sweden

ISBN: (纸本)9781450336697

We present a new interface for practical functional reactive programming (FRP) that (1) is close in spirit to the original FRP ideas, (2) does not have the original space-leak problems, without using arrows or advanced types, and (3) provides a simple and expressive way for performing I/O actions from FRP code. We also provide a denotational semantics for this new interface, and a technique (using Kripke logical relations) for reasoning about which FRP functions may "forget their past", i.e. which functions do not have an inherent space-leak. Finally, we show how we have implemented this interface as a Haskell library called FRPNow.

关键词： functional reactive programming Space-leak Purely functional I/O Kripke logical relations

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Fair reactive programming 14

Fair Reactive Programming

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41st Annual ACM SIGPLAN-SIGACT Symposium on Principles of programming Languages (POPL)

作者： Cave, Andrew Ferreira, Francisco Panangaden, Prakash Pientka, Brigitte McGill Univ Sch Comp Sci Montreal PQ Canada

ISBN: (纸本)9781450325448

functional reactive programming (FRP) models reactive systems with events and signals, which have previously been observed to correspond to the "eventually" and "always" modalities of linear temporal logic (LTL). In this paper, we define a constructive variant of LTL with least fixed point and greatest fixed point operators in the spirit of the modal mu-calculus, and give it a proofs-as-programs interpretation as a foundational calculus for reactive programs. Previous work emphasized the propositions-as-types part of the correspondence between LTL and FRP;here we emphasize the proofs-as-programs part by employing structural proof theory. We show that the type system is expressive enough to enforce liveness properties such as the fairness of schedulers and the eventual delivery of results. We illustrate programming in this calculus using (co) iteration operators. We prove type preservation of our operational semantics, which guarantees that our programs are causal. We give also a proof of strong normalization which provides justification that our programs are productive and that they satisfy liveness properties derived from their types.

关键词： temporal logic propositions-as-types functional reactive programming liveness

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Push-Pull functional reactive programming

Push-Pull Functional Reactive Programming

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2nd ACM SIGPLAN Haskell Symposium

作者： Elliott, Conal LambdaPix

ISBN: (纸本)9781605585086

functional reactive programming (FRP) has simple and powerful semantics, but has resisted efficient implementation. In particular, most past implementations have used demand-driven sampling, which accommodates FRP's continuous time semantics and fits well with the nature of functional programming. Consequently, values are wastefully recomputed even when inputs don't change, and reaction latency can be as high as the sampling period. This paper presents a way to implement FRP that combines data- and demand-driven evaluation, in which values are recomputed only when necessary, and reactions are nearly instantaneous. The implementation is rooted in a new simple formulation of FRP and its semantics and so is easy to understand and reason about. On the road to a new implementation, we'll meet some old friends (monoids, functors, applicative functors, monads, morphisms, and improving values) and make some new friends (functional future values, reactive normal form, and concurrent "unambiguous choice").

关键词： functional reactive programming semantics concurrency data-driven demand-driven

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functional reactive Types 14

Functional Reactive Types

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Joint Meeting of the 23rd EACSL Annual Conference on Computer Science Logic (CSL) / 29th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)

作者： Jeffrey, Alan Alcatel Lucent Bell Labs Murray Hill NJ 07974 USA

ISBN: (纸本)9781450328869

functional reactive programming (FRP) is an approach to streaming data with a pure functional semantics as time-indexed values. In previous work, we showed that Linear-time Temporal Logic (LTL) can be used as a type system for discrete-time FRP, and that functional reactive primitives perform two roles: as combinators for building streams of data, and as proof rules for constructive LTL. In this paper, we add a third role, by showing that FRP combinators can be used to define streams of types, and that these functional reactive types can be viewed both as a constructive temporal logic, and as the types for functional reactive programs. As an application of functional reactive types, we show that past-time LTL (pLTL) can be extended with FRP to get a logic pLTL+FRP. This logic is expressed as streams of boolean expressions, and so bounded satisfiability of pLTL can be translated to Satisfiability Modulo Theory (SMT). Thus, pLTL+FRP can be used as a constraint language for problems which mix properties of data with temporal properties.

关键词： functional reactive programming Dependent Types Temporal Logic

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Settable and Non-Interfering Signal Functions for FRP How a First-Order Switch is More Than Enough 14

Settable and Non-Interfering Signal Functions for FRP How a ...

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19th ACM SIGPLAN International Conference on functional programming (ICFP)

作者： Winograd-Cort, Daniel Hudak, Paul Yale Univ New Haven CT 06520 USA

ISBN: (纸本)9781450328739

functional reactive programming (FRP) provides a method for programming continuous, reactive systems by utilizing signal functions that, abstractly, transform continuous input signals into continuous output signals. These signals may also be streams of events, and indeed, by allowing signal functions themselves to be the values carried by these events (in essence, signals of signal functions), one can conveniently make discrete changes in program behavior by "switching" into and out of these signal functions. This higher-order notion of switching is common among many FRP systems, in particular those based on arrows, such as Yampa. Although convenient, the power of switching is often an overkill and can pose problems for certain types of program optimization (such as causal commutative arrows [14]), as it causes the structure of the program to change dynamically at run-time. Without a notion of just-in-time compilation or related idea, which itself is beset with problems, such optimizations are not possible at compile time. This paper introduces two new ideas that obviate, in a predominance of cases, the need for switching. The first is a noninterference law for arrows with choice that allows an arrowized FRP program to dynamically alter its own structure (within statically limited bounds) as well as abandon unused streams. The other idea is a notion of a settable signal function that allows a signal function to capture its present state and later be restarted from some previous state. With these two features, canonical uses of higher-order switchers can be replaced with a suitable first-order design, thus enabling a broader range of static optimizations.

关键词： functional reactive programming Arrows Arrow-Choice Switch

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