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Publications

Latest publications from the project

H. F. Shahid and E. Harjula, "Resource-aware Orchestration of IoT Applications in Edge-Cloud Continuum with 6G," 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Biarritz, France, 2024, pp. 245-246, doi: 10.1109/PerComWorkshops59983.2024.10503485.

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I. Ahmad, F. Shahid, I. Ahmad, J. Islam, K. N. Haque and E. Harjula, "Adaptive Lightweight Security for Performance Efficiency in Critical Healthcare Monitoring," 2024 18th International Symposium on Medical Information and Communication Technology (ISMICT), London, United Kingdom, 2024, pp. 78-83, doi: 10.1109/ISMICT61996.2024.10738175.

Z. Alwaisi, T. Kumar, E. Harjula and S.  Soderi, "Securing constrained IoT systems: A lightweight machine learning approach for anomaly detection and prevention". Internet of Things, 28, 2024,  101398. https://doi.org/10.1016/j.iot.2024.101398.

J. Islam, I. Ahmad, S. Gimhana, J. Markkula and E. Harjula, " Energy Profiling and Analysis of 5G Private Networks: Evaluating Energy Consumption Patterns", 2024, arXiv preprint arXiv:2412.01634.

S. Gimhana, I. Ahmad, P. Porambage and E. Harjula, "KPIs for Evaluating the Feasibility of Private 5G Networks in Hospitals," 2024 IEEE Conference on Standards for Communications and Networking (CSCN), Belgrade, Serbia, 2024, pp. 62-67, doi: 10.1109/CSCN63874.2024.10849718.

H. F. Shahid and E. Harjula, "Resource Slicing through Intelligent Orchestration of Energy-aware IoT services in Edge-Cloud Continuum", In 2024 Eware-IoT 2024 International Workshop on Energy-Aware Mobile IoT. November 19, 2024 Co-located with ACM IoT 2024 in Oulu, Finland.

N. Gupta, J. Mäkelä and A. Prakash, "Channel Prediction for Resource Allocation in 5G Massive Machine-Type Communications using Graph Neural Network", In 7th International Conference on VLSI, Communication and Signal Processing (VCAS 2024),  MNNIT Allahabad, Prayagraj, India, Oct. 2024.

Available on Request

O. Apilo and T. Rautio, " Evaluating the energy consumption savings at 450 MHz band for NB-IoT devices", In 2024 Eware-IoT 2024 International Workshop on Energy-Aware Mobile IoT. November 19, 2024 Co-located with ACM IoT 2024 in Oulu, Finland.

S. Gimhana, "Energy-Efficient Strategies for Mitigating DoS Attacks in Healthcare IoT Systems," Master's Thesis,  University of Oulu, April 2025. 

S. Gimhana, I. Ahmad, P. Porambage and E. Harjula, "Mitigating DoS Attacks in mMTC: An Energy Efficiency Perspective," 2025 IEEE European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Poznan, Poland, June 2025.

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Available on Request

M. Uitto, O. Apilo, J. Koivisto, N. Gupta, "Towards Energy-Aware Video Streaming in 5G/B5G - Application Perspective," 2025 IEEE European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Poznan, Poland, June 2025. 

Available on Request

J. Koivisto, M. Uitto, J. Mäkelä, "Evaluating the Energy Consumption of Secure HTTP Video Streaming over 5G," 2025 IEEE European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Poznan, Poland, June 2025. (poster)

Available on Request

J. Koivisto, "Evaluation of the Energy Consumption in Secure HTTP Video Streaming over 5G," Master's Thesis,  University of Oulu, June 2025. 

H. F. Shahid, J. Islam, I. Ahmad and E. Harjula, "Optimizing Resource-Aware Service Orchestration in Edge-Cloud Continuum," IEEE International Congress on Intelligent and Service-Oriented Systems Engineering (CISOSE) in track 13th International Conference on Intelligent Mobile Computing, Tucson, Arizona, USA, July 2025.

(accepted publication)

Available on Request

H. F. Shahid, D. Nguyan and E. Harjula, "Virtual Network Mapping: Topology of IoT Microservices in Edge-Cloud Continuum," IEEE EUROCON, 21st International Conference on Smart Technologies, Gdynia, Poland, June 2025. (accepted poster)

Available on Request

N. Rajput, A. Kumar, R. Pal, N. Gupta, M. Uitto and J. Mäkelä, "Deep Q-Learning Driven Protocol for Enhanced Border Surveillance with Extended Wireless Sensor Network Lifespan," in journal of Computer Modeling in Engineering & Sciences, pp. 1506-1526,  June 2025, doi: 10.32604/cmes.2025.065903 

I. Ahmad, S. Gimhana, I. Ahmad and E. Harjula, "Adaptive Trust Architecture for Secure IoT Communication in 6G,"in IEEE Networking Letters, vol. 7, no. 2, pp. 113-116, June 2025, doi: 10.1109/LNET.2025.3566909.

Submitted:

  • M. Uitto, J. Mäkelä, O. Apilo, S.J. Rantala, J. Pinola, N. Gupta, "Study and analysis of runtime energy consumption in cellular 5G network: An empirical approach", IET Communications journal, 2025. 

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