Year 2020

• Exploring Impact of Requirements Engineering on Other IT Project Areas – Case Study

  Publication

  • A. Jarzębowicz
  • K. Poniatowska

  - Computer Science - Year 2020

  Requirements Engineering (RE) is recognized as one of the most important (yet difficult) areas of software engineering that has a significant impact on other areas of IT projects and their final outcomes. Empirical studies investigating this impact are hard to conduct, mainly due to the great effort required. It is thus difficult for both researchers and industry practitioners to make evidence-based evaluations about how decisions...

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Year 2017

• From Linear Classifier to Convolutional Neural Network for Hand Pose Recognition

  Publication

  • P. Rościszewski

  - Computer Science - Year 2017

  Recently gathered image datasets and the new capabilities of high-performance computing systems have allowed developing new artificial neural network models and training algorithms. Using the new machine learning models, computer vision tasks can be accomplished based on the raw values of image pixels instead of specific features. The principle of operation of deep neural networks resembles more and more what we believe to be happening...

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• Using Redis supported by NVRAM in HPC applications

  Publication

  • A. Malinowski

  - Computer Science - Year 2017

  Nowadays, the efficiency of storage systems is a bottleneck in many modern HPC clusters. High performance in the traditional approach – processing using files – is often difficult to obtain because of a model’s complexity and its read/write patterns. An alternative approach is to apply a key-value database, which usually has low latency and scales well. On the other hand, many key-value stores suffer from a limitation of memory...

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Year 2013

• The Application Of A Noise Mapping Tool Deployed In Grid Infrastructure For Creating Noise Maps Of Urban Areas

  Publication

  • M. Szczodrak
  • J. Kotus
  • A. Czyżewski
  • B. Kostek

  - Computer Science - Year 2013

  The concept and implementation of the system for creating dynamic noise maps in PL-Grid infrastructure are presented. The methodology of dynamic acoustical maps creating is introduced. The concept of noise mapping, based on noise source and propagation models, was developed and employed in the system. The details of incorporation of the system to the PL-Grid infrastructure are presented. The results of simulations performed by...

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Year 2012

• Assessment of risks introduced to safety critical software by agile practices - a software engineer's perspective

  Publication

  • J. Górski
  • K. Łukasiewicz

  - Computer Science - Year 2012

  In this article we investigate the problem of applying agile practices into safety-critical projects.The goal of our research is to investigate potential benefits from introducing agile practicesinto safety-critical environment and to present a solution providing for balancing agileapproach with more disciplined assurance techniques, bringing the best of the two worlds together.In the article we present the supporting ideas such...

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