PROPHETS is our flexible framework for the synthesis of processes from libraries of basic services. In this paper we demonstrate how its synthesis strategy can be tailored to the considered application domain. For thi...
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PROPHETS is our flexible framework for the synthesis of processes from libraries of basic services. In this paper we demonstrate how its synthesis strategy can be tailored to the considered application domain. For this purpose, PROPHETS provides a number of configuration options, such as different data exchange formats (e.g. shared variables and pipe lining) for the resulting process, as well as structural and temporal logic constraints for minimizing the inherent search space. We illustrate the impact of adequate synthesis tailoring by contrasting two real-life case studies with diametric characteristics.
Random Forests are one of the most popular classifiers in machine learning. The larger they are, the more precise is the outcome of their predictions. However, this comes at a cost: their running time for classificati...
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Methods for the automatic composition of services into executable workflows need detailed knowledge about the application domain, in particular about the available services and their behavior in terms of input/output ...
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Methods for the automatic composition of services into executable workflows need detailed knowledge about the application domain, in particular about the available services and their behavior in terms of input/output data descriptions. In this paper we discuss how the EMBRACE data and methods ontology (EDAM) can be used as background knowledge for the composition of bioinformatics workflows. We show by means of a small example domain that the EDAM knowledge facilitates finding possible workflows, but that additional knowledge is required to guide the search towards actually adequate solutions. We illustrate how the ability to flexibly formulate domain-specific and problem-specific constraints supports the workflow development process.
The potential of heterogeneous multicores, like the Cell BE, can only be exploited if the host and the accelerator cores are used in parallel and if the specific features of the cores are considered. Parallel programm...
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In this paper we present a flexible framework for fine tuning the quality of program analysis based on variations, generalizations, and pragmatic extensions of Plotkin's Structured Operational Semantics (SOS). Key...
ISBN:
(纸本)9783642182747
In this paper we present a flexible framework for fine tuning the quality of program analysis based on variations, generalizations, and pragmatic extensions of Plotkin's Structured Operational Semantics (SOS). Key to these variations is the idea of Property-Oriented Expansion, here the non-standard use of the data component in SOS configurations, which ranges from simple abstract interpretations, over arbitrary data flow information, to e.g., temporal constraints. In its most general form, which is characterized by the notion of unifying models, this results in a framework not only for fine-tuning program analysis according to an aspect (quality) of choice, but also for synthesizing orchestrations for service-oriented applications based on loose temporal specifications. From an engineering perspective, the simple interface pattern underlying the unifying models approach was key for realizing our experimental platform. Our experimental results, in particular concerning the state explosion problem, indicate that, in practice, limiting the expansion to the previously determined areas of impact suffices to keep the code growth quite moderate.
Background: In this Innovative Practice Work in Progress, we present our initial efforts to integrate formal methods, with a focus on model-checking specifications written in Temporal Logic of Actions (TLA+), into com...
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ISBN:
(纸本)9798350351507
Background: In this Innovative Practice Work in Progress, we present our initial efforts to integrate formal methods, with a focus on model-checking specifications written in Temporal Logic of Actions (TLA+), into computer science education, targeting undergraduate juniors/seniors and graduate students. Many safety-critical systems and services crucially depend on correct and reliable behavior. Formal methods can play a key role in ensuring correct and safe system behavior, yet remain underutilized in educational and industry contexts. Aims: We aim to (1) qualitatively assess the state of formal methods in computer science programs, (2) construct level-appropriate examples that could be included midway into one's undergraduate studies, (3) demonstrate how to address successive 'failuresy' through progressively stringent safety and liveness requirements, and (4) establish an ongoing framework for assessing interest and relevance among students. Methods: We detail our pedagogical strategy for embedding TLA+ into an intermediate course on formal methods at our institution. After starting with a refresher on mathematical logic, students specify the rules of simple puzzles in TLA+ and use its included model checker (known as TLC) to find a solution. We gradually escalate to more complex, dynamic, event-driven systems, such as the control logic of a microwave oven, where students will study safety and liveness requirements. We subsequently discuss explicit concurrency, along with thread safety and deadlock avoidance, by modeling bounded counters and buffers. Results: Our initial findings suggest that through careful curricular design and choice of examples and tools, it is possible to inspire and cultivate a new generation of software engineers proficient in formal methods. Conclusions: Our initial efforts suggest that 84% of our students had a positive experience in our formal methods course. Our future plans include a longitudinal analysis within our own institution and
The aim of this paper is to investigate the efficiency of sequence alignment. The parallel computational model is based on mpiBlast algorithm, data decomposition and manager-worker algorithmic paradigm utilizing massa...
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ISBN:
(纸本)9789604742509
The aim of this paper is to investigate the efficiency of sequence alignment. The parallel computational model is based on mpiBlast algorithm, data decomposition and manager-worker algorithmic paradigm utilizing massage passing based on MPI and is verified on the basis of flat parallel program implementation on a supercomputer BlueGene/P.
A continuous dynamic model for the development of a gas field is studied. Two mathematical problems are posed, solved and analyzed. In the direct problem, we are looking for the maximum accumulated profit on a set of ...
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Effective application of Augmented Reality user interfaces is one of the challenging trends of industrial cyber-physical systems development and implementation. Despite reach functionality of modern AR devices (like g...
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The aim of this tutorial is to give a concise, but nonetheless not too narrow, overview of definitions and results pertaining centrally to Petri net structure theory. The Petri net model considered in these notes are ...
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