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检索条件"主题词=Functional-reactive programming"

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Learning Recovery Strategies for Dynamic Self-healing in reactive Systems 19

Learning Recovery Strategies for Dynamic Self-healing in Rea...

引用

IEEE/ACM 19th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS)

作者： Sanabria, Mateo Dusparic, Ivana Cardozo, Nicolas Univ Andes Bogota Colombia Trin Coll Dublin Dublin Ireland

ISBN: (纸本)9798400705854

Self-healing systems depend on following a set of predefined instructions to recover from a known failure state. Failure states are generally detected based on domain specific specialized metrics. Failure fixes are applied at predefined application hooks that are not sufficiently expressive to manage different failure types. Self-healing is usually applied in the context of distributed systems, where the detection of failures is constrained to communication problems, and resolution strategies often consist of replacing complete components. However, current complex systems may reach failure states at a fine granularity not anticipated by developers (for example, value range changes for data streaming in IoT systems), making them unsuitable for existing self-healing techniques. To counter these problems, in this paper we propose a new self-healing framework that learns recovery strategies for healing fine-grained system behavior at run time. Our proposal targets complex reactive systems, defining monitors as predicates specifying satisfiability conditions of system properties. Such monitors are functionally expressive and can be defined at run time to detect failure states at any execution point. Once failure states are detected, we use a Reinforcement Learning-based technique to learn a recovery strategy based on users' corrective sequences. Finally, to execute the learned strategies, we extract them as Context-oriented programming variations that activate dynamically whenever the failure state is detected, overwriting the base system behavior with the recovery strategy for that state. We validate the feasibility and effectiveness of our framework through a prototypical reactive application for tracking mouse movements, and the DeltaIoT exemplar for self-healing systems. Our results demonstrate that with just the definition of monitors, the system is effective in detecting and recovering from failures between 55% - 92% of the cases in the first application, and at pa

关键词： Self-healing systems Context-oriented programming functional-reactive programming RL

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Debugging reactive programming with reactive Inspector 16

Debugging Reactive Programming with Reactive Inspector

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38th IEEE/ACM International Conference on Software Engineering Companion (ICSE)

作者： Salvaneschi, Guido Mezini, Mira Tech Univ Darmstadt Darmstadt Germany

ISBN: (纸本)9781450342056

reactive programming provides dedicated language abstractions for reactive software, relieving developers from manually updating outputs when the inputs of a computation change. Unfortunately, complementing the new paradigm with proper tools that support coding activities is a vastly unexplored area. We investigate a primary issue in the field: debugging programs in the reactive style. We propose RP Debugging, a methodology for effectively debugging reactive programs. These ideas are implemented in reactive Inspector, a debugger for reactive programs integrated with the Eclipse Scala development environment.

关键词： functional-reactive programming Debugging

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Debugging for reactive programming 16

Debugging for Reactive Programming

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38th IEEE/ACM International Conference on Software Engineering (ICSE)

作者： Salvaneschi, Guido Mezini, Mira Tech Univ Darmstadt Darmstadt Germany

ISBN: (纸本)9781450339001

reactive programming is a recent programming technique that provides dedicated language abstractions for reactive software. reactive programming relieves developers from manually updating outputs when the inputs of a computation change, it overcomes a number of well-know issues of the Observer design pattern, and it makes programs more comprehensible. Unfortunately, complementing the new paradigm with proper tools is a vastly unexplored area. Hence, as of now, developers can embrace reactive programming only at the cost of a more challenging development process. In this paper, we investigate a primary issue in the field: debugging programs in the reactive style. We analyze the problem of debugging reactive programs, show that the reactive style requires a paradigm shift in the concepts needed for debugging, and propose RP Debugging, a methodology for effectively debugging reactive programs. These ideas are implemented in reactive Inspector, a debugger for reactive programs integrated with the Eclipse Scala IDE. Evaluation based on a controlled experiment shows that RP Debugging outperforms traditional debugging techniques.

关键词： functional-reactive programming Debugging

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Ur/Web: A Simple Model for programming the Web 15

Ur/Web: A Simple Model for Programming the Web

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42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of programming Languages (POPL 15)

作者： Chlipala, Adam MIT CSALL Cambridge MA 02139 USA

ISBN: (纸本)9781450333009

The World Wide Web has evolved gradually from a document delivery platform to an architecture for distributed programming. This largely unplanned evolution is apparent in the set of interconnected languages and protocols that any Web application must manage. This paper presents Ur/Web, a domain-specific, statically typed functional programming language with a much simpler model for programming modern Web applications. Ur/Web's model is unified, where programs in a single programming language are compiled to other "Web standards" languages as needed;supports novel kinds of encapsulation of Web-specific state;and exposes simple concurrency, where programmers can reason about distributed, multithreaded applications via a mix of transactions and cooperative preemption. We give a tutorial introduction to the main features of Ur/Web and discuss the language implementation and the production Web applications that use it.

关键词： Web programming languages encapsulation transactions remote procedure calls message passing relational databases functional-reactive programming

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Towards reactive programming for Object-Oriented Applications

Towards Reactive Programming for Object-Oriented Application...

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12th International Conference on Modularity and Aspect-Oriented Software Development

作者： Salvaneschi, Guido Mezini, Mira Tech Univ Darmstadt Software Technol Grp Darmstadt Germany

ISBN: (纸本)9783642550997;9783642550980

reactive applications are difficult to implement. Traditional solutions based on event systems and the Observer pattern have a number of inconveniences, but programmers bear them in return for the benefits of OO design. On the other hand, reactive approaches based on automatic updates of dependencies - like functional reactive programming and dataflow languages - provide undoubted advantages but do not fit well with mutable objects. In this paper, we provide a research roadmap to overcome the limitations of the current approaches and to support reactive applications in the OO setting. To establish a solid background for our investigation, we propose a conceptual framework to model the design space of reactive applications and we study the flaws of the existing solutions. Then we highlight how reactive languages have the potential to address those issues and we formulate our research plan.

关键词： reactive programming functional-reactive programming Object-oriented programming Incremental Computation

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Towards Distributed reactive programming

引用

15th International Conference on Coordination Models and Languages (COORDINATION) Held as Part of the 8th International Federated Conference on Distributed Computing Techniques (DisCoTec)

作者： Salvaneschi, Guido Drechsler, Joscha Mezini, Mira Tech Univ Darmstadt Darmstadt Germany

ISBN: (纸本)9783642384936

reactive applications is a wide class of software that responds to user input, network messages, and other events. Recent research on reactive languages successfully addresses the drawbacks of the Observer pattern - the traditional way reactive applications are implemented in the object-oriented setting - by introducing time-changing values and other ad-hoc programming abstractions. However, those approaches are limited to local settings, but most applications are distributed. We highlight the research challenges of distributed reactive programming and present a research roadmap. We argue that distributed reactive programming not only moves reactive languages to the distributed setting, but is a promising concept for middleware and distributed systems design.

关键词： functional-reactive programming Scala Event-driven programming

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