Dr. Andras Markus

Andras is currently an assistant professor at the Department of Software Engineering, University of Szeged. His research addresses the interoperation of IoT-Fog-Cloud systems with a primary focus on resource management and orchestration methods, as well as analyzing how scheduling and computational offloading algorithms affect energy consumption, cost efficiency, and resource utilization within the Cloud-to-Thing Continuum.

He is also a member of the IoT Cloud Research Group at the department. In this role, he is involved in several research and software development projects, including the DISSECT-CF-Fog simulation tool, as well as various national and international initiatives such as the EU-funded Swarmchestrate (no. 101135012) and the CERCIRAS COST Action (no. CA19135).

He received his master's degree in Software Engineering in 2019 and his Ph.D. in Computer Science in 2023, both from the University of Szeged, Hungary.

Publications

1. Academic papers
1. A. Markus, V. D. Hegedus, J. D. Dombi and A. Kertesz. Synergizing Fuzzy-based Task Offloading with Machine Learning- driven Forecasting for IoT.
   8th IEEE International Conference on Fog and Edge Computing (ICFEC), pp. 71-78, 2024.
   DOI: 10.1109/ICFEC61590.2024.00015
2. W. Valdez, H. Baniata, A. Markus and A. Kertesz. Towards a Simulation as a Service Platform for the Cloud-to-Things Continuum.
   Euro-Par 2023: Parallel Processing Workshops, pp. 65-75, 2024.
   DOI: 10.1007/978-3-031-48803-0_6
3. A. Markus, A. Al-Haboobi, G. Kecskemeti and Attila Kertesz. Simulating IoT Workflows in DISSECT-CF-Fog.
   Sensors 23, no. 3: 1294, 2023.
   DOI: 10.3390/s23031294
4. A. Markus, M. Biro, K. Skala, Z. Šojat and Attila Kertesz. Modeling Dew Computing in DISSECT-CF-Fog.
   Applied Sciences 12, no. 17: 8809, 2022.
   DOI: 10.3390/app12178809
5. A. Markus, M. Biro, G. Kecskemeti and A. Kertesz. Actuator behaviour modelling in IoT-Fog-Cloud simulation.
   PeerJ Computer Science, 7:e651, 2021.
   DOI: 10.7717/peerj-cs.651
6. A. Markus and A. Kertesz. Modelling Energy Consumption of IoT Devices in DISSECT-CF-Fog.
   11th International Conference on Cloud Computing and Services Science (CLOSER), pp. 320-327, 2021.
   DOI: 10.5220/0010500003200327
7. A. Markus, J. D. Dombi and A. Kertesz. Location-aware Task Allocation Strategies for IoT-Fog-Cloud Environments.
   29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 185-192, 2021.
   DOI: 10.1109/PDP52278.2021.00037
8. A. Markus and A. Kertesz. Investigating IoT Application Behaviour in Simulated Fog Environments.
   CCloud Computing and Services Science, pp. 258-276, 2021.
   DOI: 10.1007/978-3-030-72369-9_11
9. A. Markus, P. Gacsi and A. Kertesz. Develop or Dissipate Fogs? Evaluating an IoT Application in Fog and Cloud Simulations.
   10th International Conference on Cloud Computing and Services Science (CLOSER), pp. 193-203, 2020.
   DOI: 10.5220/0009590401930203
10. A. Markus and A. Kertesz. A Survey and Taxonomy of Simulation Environments Modelling Fog Computing.
    Simulation Modelling Practice and Theory, vol. 101, 2019.
    DOI: 10.1016/j.simpat.2019.102042
11. G. Kecskemeti, A. Markus and A. Kertesz. Towards pricing-aware consolidation methods for cloud datacenters.
    Cloud Computing and Services Science, pp. 152-167, 2019.
    DOI: 10.1007/978-3-030-29193-8_8
12. A. Markus and J. D. Dombi. Multi-Cloud Management Strategies for Simulating IoT Applications.
    AActa Cybernetica, vol. 24, no. 1, pp. 83-103, 2019.
    DOI: 10.14232/actacyb.24.1.2019.7
13. A. Markus, A. Marques, G. Kecskemeti and A. Kertesz. Efficient Simulation of IoT Cloud Use Cases.
    Autonomous Control for a Reliable Internet of Services, pp. 313-336, 2018.
    DOI: 10.1007/978-3-319-90415-3_12
14. G. Kecskemeti, A. Markus and A. Kertesz. Cost-efficient Datacentre Consolidation for Cloud Federations.
    8th International Conference on Cloud Computing and Services Science (CLOSER), pp. 213-220, 2018.
    DOI: 10.5220/0006775302130220
15. A. Markus, G. Kecskemeti and A. Kertesz. Cost-aware IoT extension of DISSECT-CF.
    Future Internet 9, no. 3: 47, 2017.
    DOI: 10.3390/fi9030047
16. A. Markus and A. Kertesz. Simulating IoT Cloud Systems: A Meteorological Case Study.
    Second International Conference on Fog and Mobile Edge Computing (FMEC), pp. 171-176, 2017.
    DOI: 10.1109/FMEC.2017.7946426
17. A. Markus, G. Kecskemeti and A. Kertesz. Flexible Representation of IoT Sensors for Cloud Simulators.
    25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), pp. 199-203, 2017.
    DOI: 10.1109/PDP.2017.87
2. Online papers
1. A. Markus and A. Kertesz. Modelling IoT-fog-cloud systems with DISSECT-CF-Fog.
   HiPEACinfo 67, page 24, 2022. [link]
2. A. Markus. Towards Modelling IoT Workflows.
   The 13th Conference of PhD Students in Computer Science, 2022. [link]
3. A. Markus, M. Biro, A. Kertesz. Analysing IoT Applications with DISSECT-CF-Fog in Simulated Fog and Cloud Environments.
   Proceedings of the First Workshop on Connecting Education and Research Communities for an Innovative Resource Aware Society (CERCIRAS), 2021. [link]
4. A. Markus, A. Fuzesi, A. Kertesz. IoT trace files for the DISSECT-CF-Fog simulator.
   Mendeley Data, 2021. [link]
5. A. Markus. Task allocation possibilities in simulated Fog environments.
   The 12th Conference of PhD Students in Computer Science, 2020. [link]
6. A. Markus and A. Kertesz. Multi-Cloud Management Strategies for Simulating IoT Applications.
   The 11th Conference of PhD Students in Computer Science, 2018. [link]

Teaching

1. Autumn semester
1. System Development I. (BSc, practice) [link]
2. Application Development II. (BSc, practice) [link]
3. Simulating IoT-Cloud systems (MSc / PhD course) [link]
2. Spring semester
1. Programming Languages (BSc, practice) [link]
2. Parallel Programming (MSc, practice) [link]


3. Supervised students
1. Makhmanazarov Akbar: Development of observer module supporting IoT-Fog-Cloud simulations in DISSECT-CF-Fog (2024) [link]
2. Buza Benjámin: Szimulációs algoritmusok, konfigurációk feltöltéséhez és eredményeik értékeléséhez modul fejlesztése (2024) [link]
3. Polyák Máté: Elosztott orkesztráció és klaszterezés szimulációs vizsgálata IoT-Köd-Felhő rendszerben (2024) [link] [TDK]
4. Klein Ákos: Tesztelés és térképes funkciók implementálása a DISSECT-CF-Fog webalkalmazásban (2024) [link]
5. Bíró Máté: Okoseszközökön végzett adatfeldolgozás szimulálása MEC környezetben (2022) [link][TDK]
6. Benkő Jakab: Állapotmegtartó IoT alkalmazások modellezése köd szimulátorban (2022) [link]
7. Szépfalusi István: Talált tárgyak és állatok azonosítása NFC technológiával (2022) [link]
8. Emel Dániel: Automatikus kiértékelő és árazási modul fejlesztése köd szimulátorhoz (2022) [link]
9. Piti András Erik: Szcenarió konvertáló modul köd szimulátorhoz (2022) [link]
4. Available topics
1. Further information about the available topic plans (related to the simulation of IoT-Fog-Cloud systems) can be requested via email

Memberships / Editorships

1. Editorial Board Member of the Future Generation Computer Systems (FGCS) journal (2023-) [link]
2. Program Commitee member of the 4th Asia-Pacific Computer Technologies Conference (APCT 2025) [link]
3. Program Commitee member of the 6th International Workshop on Cloud, IoT and Fog Systems and Security (CIFS 2024) [link]
4. Program Commitee member of the 3rd workshop on Resource AWareness of Systems and Society (RAW 2024) [link]
5. Program Commitee member of the 3rd Asia Conference on Algorithms, Computing and Machine Learning (CACML 2024) [link]
6. Program Commitee member of the 5th International Workshop on Cloud, IoT and Fog Systems (CIFS 2023) [link]

Awards / Scholarships

1. New National Excellence Program of the Ministry for Innovation and Technology of Hungary, 2022-2023 [link]
2. New National Excellence Program of the Ministry for Innovation and Technology of Hungary, 2021-2022 [link]
3. Best Poster Award of the CLOSER Conference, 2021 [link]
4. National Scientific Students' Associations Conference, Special Award, Óbuda University, Hungary, 2019 [link]
5. Institutional National Scientific Students' Associations Conference, I. Place, University of Szeged, Hungary, 2017 [link]
6. Institutional National Scientific Students' Associations Conference, II. Place, University of Szeged, Hungary, 2016 [link]