Joanna Domańska, PhD, D.Sc.

Email: 

Orcid ID: 

0000-0002-1935-8358

Position: 

Institute Professor
Research groups

Information: 

Joanna Domanska obtained a Master of Engineering degree from the Silesian University of Technology, Gliwice, Poland, in 1994. She received her PhD in Computer Science in January 2005 from the Scientific Council of the Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, and defended the habilitation dissertation in Computer Science in 2015 at the Faculty of Automatic Control, Electronics and Computer Science at the Silesian University of Technology. She has taken part in seven projects for the National Science Centre, Poland, and was project leader in two of them. She is a member of the SerIoT and the SDK4ED research teams, under the EU H2020 program. She is currently an Institute Professor at the Institute of Theoretical and Applied Informatics, Polish Academy of Sciences (IITIS-PAN) and member of the Computer Systems Modelling and Performance Evaluation Group since 1994, serving as leader of this group since 2018.

Her main areas of research include performance modelling methods for computer networks, particularly the modelling of network traffic intensity and the QoS related problems. Recently, her scientific interests have also been focused on the applications of Artificial Intelligence and Machine Learning to networking research. She transferred her experience regarding the analysis of properties of the network traffic to create the Machine Learning-based approach to examine the LRD behaviour of the traffic. Another recent work was focused on the improvement of Quality of Service (QoS), energy-efficiency and security by using Self-Aware Networks. Her other research endeavours were focused on the IoT security and software security.

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Publications
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2016

51. Wójkowska-Mach, J., A. T. Merritt, M. Borszewska-Kornacka, J. Domańska, E. Gulczyńska, M. Nowiczewski, E. Helwich, A. Kordek, D. Pawlik, and P. Adamski, "Device-associated pneumonia of very low birth weight infants in Polish Neonatal Intensive Care Units", Advances in Medical Sciences, vol. 61, pp. 90 - 95, 2016.
52. Domański, A., J. Domańska, T. Czachórski, and J. Klamka, "The use of a non-integer order PI controller with an active queue management mechanism", International Journal of Applied Mathematics and Computer Science, vol. 26, issue 4, pp. 777-789, 2016.

2015

53. Domańska, J., A. Domański, and T. Czachórski, "Estimating the intensity of long-range dependence in real and synthetic traffic traces.", Computer Networks: Springer International Publishing Switzerland, pp. 11–22, 2015.

2014

54. Domański, A., J. Domańska, and S. Chmiel, "JavaScript Frameworks and Ajax Applications", Computer Networks: Springer International Publishing Switzerland, pp. 57–68, 2014.
55. Domańska, J., Markowowskie modele natężenia przesyłów internetowych., Pracownia Komputerowa Jacka Skalmierskiego, Instytut Informatyki Teoretycznej i Stosowanej Polskiej Akademii Nauk, 2014.
56. Domańska, J., A. Domański, D. R. Augustyn, and J. Klamka, "A red modified weighted moving average for soft real-time application", Int. J. Appl. Math. Comput. Sci., vol. 24, no. 3, pp. 697–707, 2014.
57. Domańska, J., A. Domański, and T. Czachórski, "A few investigations of long-range dependence in network traffic", Information Science and Systems 2014: Springer International Publishing Switzerland, pp. 137–144, 2014.
58. Domańska, J., A. Domański, and T. Czachórski, "Modeling Packet Traffic with the Use of Superpositions of Two-State MMPPs", Computer Networks: Springer International Publishing Switzerland, pp. 24–36, 2014.
59. Domańska, J., A. Domański, T. Czachórski, and J. Klamka, "Flluid flow approximation of time-limited TCP/UDP/XCP streams.", Bulletin of the Polish Academy of Sciences Technical Sciences, vol. 62, no. 2, pp. 217–225, 2014.
60. Wójkowska-Mach, J., A. Różańska, M. Borszewska-Kornacka, J. Domańska, J. Gadzinowski, E. Gulczyńska, E. Helwich, A. Kordek, D. Pawlik, J. Szczapa, et al., "Necrotising Enterocolitis in Preterm Infants: Epidemiology and Antibiotic Consumption in the Polish Neonatology Network Neonatal Intensive Care Units in 2009", PLOS One, vol. 9, no. 3, pp. e92865, 2014.
61. Wójkowska-Mach, J., E. Gulczyńska, M. Nowiczewski, M. Borszewska-Kornacka, J. Domańska, A. Merritt, E. Helwich, A. Kordek, D. Pawlik, J. Gadzinowski, et al., "Late-onset bloodstream infections of Very-Low-Birth-Weight infants: data from the Polish Neonatology Surveillance Network in 2009-2011", BMC Infectious Deseases, vol. 14, pp. 339–346, 2014.

2013

62. Domańska, J., A. Domański, and T. Czachórski, "Fluid Flow Analysis of RED Algorithm with Modified Weighted Moving Average", Modern Probabilistic Methods for analysis of Telecommunication Networks: Springer, pp. 50–58, 1, 2013.
63. Domański, A., J. Domańska, and T. Czachórski, "Comparison of CHOKe and gCHOKe active queues managemant algirithms with the use of fluid flow approximation.", Computer Networks, Berlin Heidelberg, Springer, pp. 363–371, 6, 2013.
64. Domański, A., J. Domańska, and T. Czachórski, Internet in the Information Society Computer Systems Architecture and Security, 41-300 Dąbrowa Górnicza Cieplaka Str. 1c, Academy od Business in Dabrowa Gornicza, 2013.
65. Domański, A., J. Domańska, and T. Czachórski, "GCU-Accelerated fluid flow approximation of the Active Queues Management algorithms", Theoretical and Applied Informatics, vol. 25, no. 2, pp. 93–104, 2013.
66. Domański, A., J. Domańska, and J. Klamka, Internet in the Information Society Computer Systems Architecture and Security, Cielplaka Str. 1c, 41-300 Dąbrowa Górnicza, Academy of Business in Dabrowa Gornicza, 2013.
67. Domański, A., J. Domańska, and J. Klamka, "Analysis of CHOKe-Family Active Queue Management", Theoretical and Applied Informatics, vol. 25, no. 1, pp. 49–66, 2013.
68. Helwich, E., J. Wójkowska-Mach, M. Borszewska-Kornacka, J. Gadzinowski, A. Kordek, D. Pawlik, J. Szczapa, J. Domańska, J. Klamka, P.B. Heczko, et al., "Epidemiologia zakażeń noworodków z bardzo małą masą urodzeniową", Developmental Period Medicine Medycyna Wieku Rozwojowego, vol. XVII, no. 3, pp. 224–231, 2013.

2012

69. Domańska, J., D. R. Augustyn, and A. Domański, "The choice of optimal 3-rd order polynomial packet dropping function for NLRED in the presence of self-similar traffic", Bulletin of the Polish Academy of Sciences Technical Sciences, vol. 60, no. 4, 2012.
70. Domańska, J., A. Domański, and T. Czachórski, A HMM network traffic model, pp. 17–20, 2012.
71. Domański, A., J. Domańska, and T. Czachórski, "Computer Networks", Communications in Computer and Information Science, vol. 291, Berlin Heidelberg, Springer, 2012.
72. Wójkowska-Mach, J., M. Borszewska-Kornacka, J. Domańska, J. Gadzinowski, E. Gułczyńska, E. Helwich, A. Kordek, D. Pawlik, J. Szczapa, J. Klamka, et al., "Early-onset Infections of Very-low-birth-weight Infants in Polish Neonatal Intensive Care Units", The Pediatric Infectious Disease Journal, vol. 31, no. 7, pp. 691–695, 7, 2012.
73. Pawlas, P., A. Domański, and J. Domańska, "Computer Networks", Communications in Computer and Information Science, vol. 291, Berlin Heidelberg, Springer, 2012.

2011

74. Domańska, J., A. Domański, and T. Czachórski, "Internet Traffic Source Vased on Hidden Markov Model", Smart spaces and Next Generation Wired/Wireless Networking, Berlin Heidelberg, Springer, pp. 395–404, 2011.
75. Domańska, J., A. Domański, and D. R. Augustyn, "The Impact of the Modified Weighted Moving Average on the Performance of the RED Mechanism", Computer Networks, Berlin Heidelberg, Springer, pp. 37–44, 2011.

Pages

Historia zmian

Data aktualizacji: 01/08/2023 - 12:42; autor zmian: Łukasz Zimny (lzimny@iitis.pl)

Joanna Domanska obtained a Master of Engineering degree from the Silesian University of Technology, Gliwice, Poland, in 1994. She received her PhD in Computer Science in January 2005 from the Scientific Council of the Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, and defended the habilitation dissertation in Computer Science in 2015 at the Faculty of Automatic Control, Electronics and Computer Science at the Silesian University of Technology. She has taken part in seven projects for the National Science Centre, Poland, and was project leader in two of them. She is a member of the SerIoT and the SDK4ED research teams, under the EU H2020 program. She is currently an Institute Professor at the Institute of Theoretical and Applied Informatics, Polish Academy of Sciences (IITIS-PAN) and member of the Computer Systems Modelling and Performance Evaluation Group since 1994, serving as leader of this group since 2018.

Her main areas of research include performance modelling methods for computer networks, particularly the modelling of network traffic intensity and the QoS related problems. Recently, her scientific interests have also been focused on the applications of Artificial Intelligence and Machine Learning to networking research. She transferred her experience regarding the analysis of properties of the network traffic to create the Machine Learning-based approach to examine the LRD behaviour of the traffic. Another recent work was focused on the improvement of Quality of Service (QoS), energy-efficiency and security by using Self-Aware Networks. Her other research endeavours were focused on the IoT security and software security.