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Katalog Publikacji

Rok 2016
Rok 2015
  • A method for counting people attending large public events

    The algorithm for people counting in crowded scenes, based on the idea of virtual gate which uses optical flow method is presented. The concept and practical application of the developed algorithm under real conditions is depicted. The aim of the work is to estimate the number of people passing through entrances of a large sport hall. The most challenging problem was the unpredicted behavior of people while entering the building....

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  • Adaption of Open Science Paradigm at Gdańsk University of Technology
    Publikacja

    Open Access plays growing role in sharing results of today's research. The movement is very strong and many Universities, including Gdańsk University of Technology, are adapting this approach. This paper presents general information about Open Access movement and the approach adapted by the Gdańsk University of Technology. The components of Open Science platform as well as the procedures are described.

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  • Analiza kreatywności oraz wpływu elementów typowo marketingowych wykorzystywanych na internetowych portalach branży turystycznej
    Publikacja

    - Rok 2015

    W obecnej chwili konkurencja pomiędzy agencjami turystycznymi operującymi na globalnym rynku w Internecie, w powiązaniu ze stale rosnącą biznesową dojrzałością całego sektora, wymusiła wprowadzanie kreatywnych oraz celowo zorientowanych elementów o naturze typowo marketingowej w celu wywołania wrażenia unikalności w sposobie traktowania klienta. Marketingowe elementy o charakterze klasycznym, np. zniżki typu „first minute”, „last...

  • BeesyCluster as Front-End for High Performance Computing Services
    Publikacja

    - TASK Quarterly - Rok 2015

    The paper presents the BeesyCluster system as a middleware allowing invocation of services on high performance computing resources within the NIWA Centre of Competence project. Access is possible through both WWW and SOAP Web Service interfaces. The former allows non-experienced users to invoke both simple and complex services exposed through easyto-use servlets. The latter is meant for integration of external applications with...

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  • Big Data Processing by Volunteer Computing Supported by Intelligent Agents
    Publikacja

    In this paper, volunteer computing systems have been proposed for big data processing. Moreover, intelligent agents have been developed to efficiency improvement of a grid middleware layer. In consequence, an intelligent volunteer grid has been equipped with agents that belong to five sets. The first one consists of some user tasks. Furthermore, two kinds of semi-intelligent tasks have been introduced to implement a middleware...

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  • Business Process Modelling and Enterprise Improvement Analysis
    Publikacja

    The main trends in developing an approach and tools for business process modelling are discussed. Business Process Management (BPM) and BPM Notation (BPMN) are presented. Moreover, the possibilities of C2NIWA in a wide range of these tools running on a supercomputer are suggested. Firstly, the company development strategy can be planned . Secondly, quick and flexible changes of its processes can be modelled, analysed and implemented....

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  • C2 Niwa - The Centre of Competence for Novel Infrastructure of Workable Applications
    Publikacja

    Scientific and cloud computing are discussed in the paper . The paradigm of EaaS (Everything as a Service) is presented and the design methodology of service oriented applications is proposed. Implementation of the SOSE (Software Oriented Software Engineering) approach is analyzed and the roles of developing teams to obtain software products satisfying business requirements are also shown. The above listed activities create a basic...

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  • C2 NIWA Community-Segmentation Criteria and Building Brand Associations on the Example of a Selected Target Group

    Every organization which offers products or services wishes to communicate with their customers in the most effective way. This kind of communication is based on proper selection of target groups, which are extracted in the process of market segmentation. That is way it is very important to ask the question to whom the message is to be directed and what kind of message we want to give. This article describes the selection criteria...

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  • CD NIWA jako platforma współpracy biznesu i nauki

    Artykuł prezentuje koncepcję Centrum Doskonałości Naukowej Infrastruktury Wytwarzania Aplikacji: CD NIWA, które jest środowiskiem przetwarzania w chmurze obliczeniowej, źródłem stale doskonalonych aplikacji i usług oraz platformą współpracy użytkowników. Interaktywność współdziałania nauki i biznesu jest głównym założeniem i celem Centrum Doskonałości NIWA, które ma też służyć budowaniu społeczności współpracującej w zakresie realizacji...

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  • Collective citizens' behavior modelling with support of the Internet of Things and Big Data

    In this paper, collective human behaviors are modelled by a development of Big Data mining related to the Internet of Things. Some studies under MapReduce architectures have been carried out to improve an efficiency of Big Data mining. Intelligent agents in data mining have been analyzed for smart city systems, as well as data mining has been described by genetic programming. Furthermore, artificial neural networks have been discussed...

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  • DBpedia As a Formal Knowledge Base – An Evaluation

    DBpedia is widely used by researchers as a mean of accessing Wikipedia in a standardized way. In this paper it is characterized from the point of view of questions answering system. Simple implementation of such system is also presented. The paper also characterizes alternatives to DBpedia in form of OpenCyc and YAGO knowledge bases. A comparison between DBpedia and those knowledge bases is presented.

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  • Future research directions in design of reliable communication systems
    Publikacja
    • J. Rak
    • M. Pickavet
    • K. S. Trivedi
    • J. A. Lopez
    • A. M. C. A. Koster
    • J. P. Sterbenz
    • E. Çetinkaya
    • T. Gomes
    • M. Gunkel
    • K. Walkowiak
    • D. Staessens

    - TELECOMMUNICATION SYSTEMS - Rok 2015

    In this position paper on reliable networks, we discuss new trends in the design of reliable communication systems. We focus on a wide range of research directions including protection against software failures as well as failures of communication systems equipment. In particular, we outline future research trends in software failure mitigation, reliability of wireless communications, robust optimization and network design, multilevel...

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  • Improving css-KNN Classification Performance by Shifts in Training Data
    Publikacja

    - Rok 2015

    This paper presents a new approach to improve the performance of a css-k-NN classifier for categorization of text documents. The css-k-NN classifier (i.e., a threshold-based variation of a standard k-NN classifier we proposed in [1]) is a lazy-learning instance-based classifier. It does not have parameters associated with features and/or classes of objects, that would be optimized during off-line learning. In this paper we propose...

  • Improving Effectiveness of SVM Classifier for Large Scale Data

    The paper presents our approach to SVM implementation in parallel environment. We describe how classification learning and prediction phases were pararellised. We also propose a method for limiting the number of necessary computations during classifier construction. Our method, named one-vs-near, is an extension of typical one-vs-all approach that is used for binary classifiers to work with multiclass problems. We perform experiments...

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  • Information Retrieval in Wikipedia with Conceptual Directions
    Publikacja

    - Rok 2015

    The paper describes our algorithm used for retrieval of textual information from Wikipedia. The experiments show that the algorithm allows to improve typical evaluation measures of retrieval quality. The improvement of the retrieval results was achieved by two phase usage approach. In first the algorithm extends the set of content that has been indexed by the specified keywords and thus increases the Recall value. Then, using the...

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  • Integration of Services into Workflow Applications
    Publikacja

    - Rok 2015

    Describing state-of-the-art solutions in distributed system architectures, Integration of Services into Workflow Applications presents a concise approach to the integration of loosely coupled services into workflow applications. It discusses key challenges related to the integration of distributed systems and proposes solutions, both in terms of theoretical aspects such as models and workflow scheduling algorithms, and technical...

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  • Inteligentne superkomputery wirtualne do prognozowania trendów w finansach

    W pracy zaproponowano wykorzystanie infrastruktury superkomputerów wirtualnych do obliczeń inteligentnych w finansach. Ponieważ zaawansowane metody wymagają dużych mocy obliczeniowych, omówiono gridy obliczeniowe rozumiane jako superkomputery wirtualne ze szczególnym uwzględnieniem środowiska obliczeniowego dla cyberwaluty Bitcoin. Ponadto zaproponowano programowanie genetyczne do opracowania strategii inwestycji giełdowych. Na...

  • Inteligentne systemy agentowe w systemach zdalnego nauczania

    W pracy omówiono inteligentne systemy agentowe w systemach zdalnego nauczania. Po krótkim przedstawieniu ewolucji systemów zdalnego nauczania i ich wybranych zastosowań, scharakteryzowano inteligentne agenty edukacyjne. Omówiono wykorzystanie programowania genetycznego oraz algorytmów neuro-ewolucyjnych do implementacji oprogramowania tej klasy. Ponadto, nawiązano do modelu Map-Reduce, który efektywnie wspiera architekturę nowoczesnego...

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  • KASKADA Platform in Cloud Environment
    Publikacja

    KASKADA is a computing platform for developing and running services and applications oriented to multimedia processing and data streaming. A solution for serving the platform in the PaaS model is presented. The paper briefly describes the software for creating the private cloud environment based on the OpenStack software. The coud has been deployed to a supercomputer working in C2 NIWA at the Gdansk University of technology. This...

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  • Massive surveillance data processing with supercomputing cluster

    In recent years, increasingly complex algorithms for automated analysis of surveillance data are being developed. The rapid growth in the number of monitoring installations and higher expectations of the quality parameters of the captured data result in an enormous computational cost of analyzing the massive volume of data. In this paper a new model of online processing of surveillance data streams is proposed, which assumes the...

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  • Metoda ewolucyjno-neuronowa oraz metoda wektorów nośnych w bankowości

    W pracy omówiono wykorzystanie metody ewolucyjno-neuronowe do oceny wiarygodności kredytobiorców. Ponadto, doprecyzowano zastosowanie metody wektorów wspierających do prognozowania kryzysów bankowych. Na zakończenie odniesiono się do alternatywnych metod sztucznej inteligencji, które stosowane są w bankowości.

  • Mobile Offloading Framework: Solution for Optimizing Mobile Applications Using Cloud Computing
    Publikacja

    Number of mobile devices and applications is growing rapidly in recent years. Capabilities and performance of these devices can be tremendously extended with the integration of cloud computing. However, multiple challenges regarding implementation of these type of mobile applications are known, like differences in architecture, optimization and operating system support. This paper summarizes issues with mobile cloud computing and...

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  • Modern Methods of Software Development
    Publikacja

    - TASK Quarterly - Rok 2015

    Software development methods consist of such activities like analysis, planning, development, testing, deployment, maintenance and retirement. All of them can be divided into two main categories - traditional and agile. The objective of this paper is to review some of the most popular traditional, agile and open source development methods. Special attention was paid to the common stages of all methods - testing and maintenance.

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  • Modern Platform for Parallel Algorithms Testing: Java on Intel Xeon Phi

    Parallel algorithms are popular method of increasing system performance. Apart from showing their properties using asymptotic analysis, proof-of-concept implementation and practical experiments are often required. In order to speed up the development and provide simple and easily accessible testing environment that enables execution of reliable experiments, the paper proposes a platform with multi-core computational accelerator:...

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  • Optymalizacja parametrów aplikacji w procesie wytwarzania oprogramowania dla Big Data

    Wytwarzanie oprogramowania wiąże się z szeregiem decyzji projektowych obejmujących architekturę aplikacji, wykorzystywane technologie implementacji, jak i zewnętrzne biblioteki. W pracy przedstawiono metodę wyboru technologii i bibliotek związanych z big data, której celem jest optymalizacja atrybutów aplikacji takich jak wydajność działajacej aplikacji jak również optymalizacja procesu wytwarzania oprogramowania. Metoda wyboru...

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  • Platforma KASKADA jako system zapewniania bezpieczeństwa poprzez masową analizę strumieni multimedialnych w czasie rzeczywistym

    W artykule przedstawiono Platformę KASKADA rozumianą jako system przetwarzania danych cyfrowych i strumieni multimedialnych oraz stanowiącą ofertę usług wspomagających zapewnienie bezpieczeństwa publicznego, ocenę badań medycznych i ochronę własności intelektualnej. celem prowadzonych prac było stworzenie innowacyjnego systemu umozliwiajacego wydajną i masową analizę dokumentów cyfrowych i strumieni multimedialnych w czasie rzeczywistym...

  • Program IPMed — zastosowanie kardiografii impedancyjnej do monitorowania układu krążenia
    Publikacja

    Zaburzenia hemodynamiczne stanowią drugą najczęstszą przyczynę zgonu u chorych po udarze mózgu. Istniejące standardy postępowania nie uwzględniają pełnej diagnostyki układu sercowo-naczyniowego u tych chorych. W niniejszej pracy przedstawiono wieloośrodkowy projekt IPMed, który jest próbą aplikacji kardiografii impedancyjnej (ICG) do monitorowania hemodynamiki pacjentów po udarze mózgu.

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  • Real-Time connection Between Immerse 3D Vizualization Laboratory and Kaskada Platform

    Multimedia stream processing into two cooperative different systems (cluster platform and virtual lab) is considered. The considered selected information about the systems is presented and the idea of its communication when executing the distributed application is proposed. A general schema of the communication architecture is given. Tests of data transmission quality are considered and their results are presented.

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  • Retrieval of Heterogeneus Sevices in C2NIWA Repository
    Publikacja

    The paper reviews the methods used for retrieval of information and services. The selected approaches presented in the review inspired us to build retrieval mechanisms in a system for searching the resources stored in the C2NIWA repository. We describe the architecture of the system, its functions and the surrounding subsystems to which it is related. For retrieval of C2NIWA sevices we propos three approaches based on: keyword...

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  • Semantic URL Analytics to Support Efficient Annotation of Large Scale Web Archives
    Publikacja
    • T. Souza
    • E. Demidova
    • T. Risse
    • H. Holzmann
    • G. Gossen
    • J. Szymański

    - Rok 2015

    Long-term Web archives comprise Web documents gathered over longer time periods and can easily reach hundreds of terabytes in size. Semantic annotations such as named entities can facilitate intelligent access to the Web archive data. However, the annotation of the entire archive content on this scale is often infeasible. The most efficient way to access the documents within Web archives is provided through their URLs, which are...

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  • Service Recommendation on WIKI-WS Platform
    Publikacja

    - TASK Quarterly - Rok 2015

    The article presents the issues of recaommendation services for users. The commonly used solutions include known classes of recommendation systems and information about their area of use and the most frequently used algorithms. the issue of choosing the services has been described based on the Wiki-WS platform including a model of cooperation with the recommendation system. The conclusion from the analysis of the proposed model...

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  • Simulation of parallel similarity measure computations for large data sets

    The paper presents our approach to implementation of similarity measure for big data analysis in a parallel environment. We describe the algorithm for parallelisation of the computations. We provide results from a real MPI application for computations of similarity measures as well as results achieved with our simulation software. The simulation environment allows us to model parallel systems of various sizes with various components...

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  • Task Allocation and Scalability Evaluation for Real-Time Multimedia Processing in a Cluster Envirinment

    An allocation algorithm for stream processing tasks is proposed (Modified best Fit Descendent, MBFD). A comparison with another solution (BFD) is provided. Tests of the algorithms in an HPC environment are descrobed and the results are presented. A proper scalability metric is proposed and used for the evaluation of the allocation algorithm.

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  • Tryton Supercomputer Capabilities for Analysis of Massive Data Streams

    The recently deployed supercomputer Tryton, located in the Academic Computer Center of Gdansk University of Technology, provides great means for massive parallel processing. Moreover, the status of the Center as one of the main network nodes in the PIONIER network enables the fast and reliable transfer of data produced by miscellaneous devices scattered in the area of the whole country. The typical examples of such data are streams...

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  • Two Stage SVM and kNN Text Documents Classifier
    Publikacja

    - Rok 2015

    The paper presents an approach to the large scale text documents classification problem in parallel environments. A two stage classifier is proposed, based on a combination of k-nearest neighbors and support vector machines classification methods. The details of the classifier and the parallelisation of classification, learning and prediction phases are described. The classifier makes use of our method named one-vs-near. It is...

  • User Trust Levels and Their Impact on System Security and Usability

    A multilateral trust between a user and a system is considered. First of all we concentrate on user trust levels associated with the context-oriented CoRBAC model. Consequently, there were computed user profiles on the basis of its implementation in the information processing system “My GUT”. Furthermore, analysis of these profiles and the impact of user trust levels on system security and usability have been discussed.

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  • Using Rule-Based System for Monitoring Marine Navigation Data Processing
    Publikacja

    Processing marine navigational data requires sophisticated software solutions. Typically, specialized tools called processors are analyzing raw data from different sensors. It becomes important to create the monitoring software that is able to validate and verify processing components integrated into the final system. Drools®business rule management platform provides a core business rules engine, web authoring and rules management...

  • WIKI-WS as a C2 NIWA Web Service Management Platform
    Publikacja

    - TASK Quarterly - Rok 2015

    The Wiki-WS platform was implemented within the C2 NIWA project for production purposes. Wiki-WS stands for developing, managing and maintaining web services. The production deployment needed implementation of several functional improvements and establishing a strong security 7 safety policy. The WikiWS platform has to be used as an educational environmement for developing web sevices and production environment for execution of...

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  • Wyzwania bezpieczeństwa nowoczesnych platform nauczania zdalnego

    W artykule zaprezentowano aspekty bezpieczeństwa nowoczesnych platform nauczania zdalnego. Przedstawiono ich charakterystykę i wyzwania technologiczne. Zdefiniowano bezpieczeństwo i istniejące w tym obszarze zagrożenia. Przybliżono metody oceny poziomu bezpieczeństwa. Na bazie wdrożonej na Politechnice Gdańskiej platformy eNauczanie PG omówiono sposoby zapewniania zakładanego poziomu bezpieczeństwa takich systemów.

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Rok 2014
  • A Human Behaviour Model Agent for Testing of Voluntary Computing Systems
    Publikacja

    - Rok 2014

    Paper presents a design and performance of a voluntary-based distributed computing system testing agent, implementing a human behaviour model. The agent, nicknamed iRobot, was designed and implemented to enable controlled, large scale testing of core algorithms of Comcute - a new voluntary distributed computing platform complementary to BOINC. The main agent design goals were: emulation of human behaviour when browsing web pages,...

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  • A Model-Driven Solution for Development of Multimedia Stream Processing Applications
    Publikacja

    This paper presents results of action research related to model-driven solutions in the area of multimedia stream processing. The practical problem to be solved was the need to support application developers who make their multimedia stream processing applications in a supercomputer environment. The solution consists of a domain-specific visual language for composing complex services from simple services called Multimedia Stream...

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