Publications

The complete list of publications across all research themes is as follows.
  1. Xiaoli Liu, Pranvera Kortoçi, Naser Hossein Motlagh, Petteri Nurmi, and Sasu Tarkoma. A survey of covid-19 in public transportation: Transmission risk, mitigation and prevention. Multimodal Transportation, 1(3):100030, sep 2022.
  2. Pranvera Kortoçi, Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Samu Varjonen, Andrew Rebeiro-Hargrave, Jarkko V. Niemi, Petteri Nurmi, Tareq Hussein, Tuukka Petäjä, Markku Kulmala, and Sasu Tarkoma. Air pollution exposure monitoring using portable low-cost air quality sensors. Smart Health, 23:100241, mar 2022.
  3. Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski, and Geetika Aggarwal. Mobile edge computing assisted green scheduling of on-move electric vehicles. IEEE Systems Journal, 16(1):1661–1672, mar 2022.
  4. Tong Li. Mining behavioral patterns from mobile big data. PhD thesis, University of Helsinki, Faculty of Science, 2022.
  5. Tong Li, Tong Xia, Huandong Wang, Zhen Tu, Sasu Tarkoma, Zhu Han, and Pan Hui. Smartphone app usage analysis: Datasets, methods, and applications. IEEE Commun. Surv. Tutorials, 24(2):937–966, 2022.
  6. Wencan Mao, Ozgur Umut Akgul, Abbas Mehrabi, Byungjin Cho, Yu Xiao, and Antti Ylä-Jääski. Data-driven capacity planning for vehicular fog computing. IEEE Internet of Things Journal, PP:1–1, 2022.
  7. Naser Hossein Motlagh, Matti Irjala, Agustin Zuniga, Eemil Lagerspetz, Valtteri Rantala, Huber Flores, Petteri Nurmi, and Sasu Tarkoma. Toward blue skies: City-scale air pollution monitoring using uavs. IEEE Consumer Electronics Magazine, PP:1–1, 2022.
  8. Naser Hossein Motlagh, Shubham Kapoor, Rola Alhalaseh, Sasu Tarkoma, and Kimmo Hätönen. Quality of monitoring for cellular networks. IEEE Transactions on Network and Service Management, 19(1):381–391, 2022.
  9. Naser Hossein Motlagh, M. A. Zaidan, P. Fung, Eemil Lagerspetz, Kasimir Aula, Samu Varjonen, M. Siekkinen, A. Rebeiro-Hargrave, T. Petäjä, Y. Matsumi, M. Kulmala, T. Hussein, P. Nurmi, and Sasu Tarkoma. Transit pollution exposure monitoring using low-cost wearable sensors. Transportation Research Part D: Transport and Environment, 98:102981, sep 2021.
  10. Gazi Karam Illahi, Matti Siekkinen, Teemu Kämäräinen, and Antti Ylä-Jääski. Foveated streaming of real-time graphics. In Proceedings of the 12th ACM Multimedia Systems Conference. ACM, jul 2021.
  11. Abbas Mehrabi, Matti Siekkinen, Teemu Kämäräinen, and Antti Ylä-Jääski. Multi-tier cloudvr. ACM Transactions on Multimedia Computing, Communications, and Applications, 17(2):1–24, jun 2021.
  12. Behrouz Jedari, Gopika Premsankar, Gazi Illahi, Mario Di Francesco, Abbas Mehrabi, and Antti Yla-Jaaski. Video caching, analytics, and delivery at the wireless edge: A survey and future directions. IEEE Communications Surveys &amp Tutorials, 23(1):431–471, 2021.
  13. Wenxiao Zhang, Sikun Lin, Farshid Hassani Bijarbooneh, Hao Fei Cheng, Tristan Braud, Pengyuan Zhou, Lik-Hang Lee, and Pan Hui. Edgexar: A 6-dof camera multi-target interaction framework for MAR with user-friendly latency compensation. CoRR, abs/2111.05173, 2021.
  14. Boyu Fan, Xiang Su, Jianwei Niu, and Pan Hui. Emgauth: Unlocking smartphones with EMG signals. CoRR, abs/2103.12542, 2021.
  15. Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Tristan Braud, Xiujun Wang, Benjamin Finley, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, and Pan Hui. Augmented informative cooperative perception. CoRR, abs/2101.05508, 2021.
  16. Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, and Cecilia Mascolo. Exploring system performance of continual learning for mobile and embedded sensing applications. In 6th IEEE/ACM Symposium on Edge Computing, SEC 2021, San Jose, CA, USA, December 14-17, 2021, pages 319–332. IEEE, 2021.
  17. Jacky Cao, Xiaoli Liu, Xiang Su, Sasu Tarkoma, and Pan Hui. Context-aware augmented reality with 5g edge. In IEEE Global Communications Conference, GLOBECOM 2021, Madrid, Spain, December 7-11, 2021, pages 1–6. IEEE, 2021.
  18. Jacky Cao, Xiang Su, Benjamin Finley, Antti Pauanne, Mostafa H. Ammar, and Pan Hui. Evaluating multimedia protocols on 5g edge for mobile augmented reality. In 17th International Conference on Mobility, Sensing and Networking, MSN 2021, Exeter, United Kingdom, December 13-15, 2021, pages 199–206. IEEE, 2021.
  19. Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Tao Jiang, Jon Crowcroft, and Pan Hui. Edge intelligence: Empowering intelligence to the edge of network. Proc. IEEE, 109(11):1778–1837, 2021.
  20. Abhishek Kumar, Tristan Braud, Lik Hang Lee, and Pan Hui. Theophany: Multimodal speech augmentation in instantaneous privacy channels. In Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo Cesar, Florian Metze, and Balakrishnan Prabhakaran, editors, MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, pages 2056–2064. ACM, 2021.
  21. Carlos Bermejo Fernandez, Petteri Nurmi, and Pan Hui. Seeing is believing?: Effects of visualization on smart device privacy perceptions. In Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo Cesar, Florian Metze, and Balakrishnan Prabhakaran, editors, MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, pages 4183–4192. ACM, 2021.
  22. Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, and Sasu Tarkoma. Monitoring social distancing in smart spaces using infrastructure-based sensors. In 7th IEEE World Forum on Internet of Things, WF-IoT 2021, New Orleans, LA, USA, June 14 - July 31, 2021, pages 124–129. IEEE, 2021.
  23. Matteo Pozza, Ashwin Rao, Diego F. Lugones, and Sasu Tarkoma. Flexstate: Flexible state management of network functions. IEEE Access, 9:46837–46850, 2021.
  24. Naser Hossein Motlagh, Ibrahim Afolabi, Matteo Pozza, Miloud Bagaa, Tarik Taleb, Sasu Tarkoma, and Hannu Flinck. mmtc deployment over sliceable infrastructure: The megasense scenario. IEEE Network, 35:247–254, 2021.
  25. Matteo Pozza. Enabling network flexibility by decomposing network functions. PhD thesis, University of Helsinki, Faculty of Science, 2020.
  26. Abhishek Kumar, Tristan Braud, Young D. Kwon, and Pan Hui. Aquilis: Using contextual integrity for privacy protection on mobile devices. page 1–28, 12 2020.
  27. Gazi Karam Illahi, Thomas Van Gemert, Matti Siekkinen, Enrico Masala, Antti Oulasvirta, and Antti Ylä-Jääski. Cloud gaming with foveated video encoding. page 1–24, 2 2020.
  28. Matteo Pozza, Patrick K. Nicholson, Diego F. Lugones, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. On reconfiguring 5g network slices. IEEE Journal on Selected Areas in Communications, 38:1542–1554, 2020.
  29. Chao Zhu, Yi-Han Chiang, Abbas Mehrabi, Yu Xiao, Antti Ylä-Jääski, and Yusheng Ji. Chameleon: Latency and resolution aware task offloading for visual-based assisted driving. IEEE Transactions on Vehicular Technology, 68:9038–9048, 2019.
  30. Abbas Mehrabi, Matti Siekkinen, Gazi Illahi, and Antti Ylä-Jääski. D2D-Enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming. In 2019 IEEE 20th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), 2019.
  31. Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski. Edge Computing Assisted Adaptive Mobile Video Streaming. IEEE Transactions on Mobile Computing, 2019.
  32. Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski. Energy-aware qoe and backhaul traffic optimization in green edge adaptive mobile video streaming. IEEE Transactions on Green Communications and Networking, 2019.
  33. Eemil Lagerspetz, N Hossein Motlagh, M Arbayani Zaidan, Pak L Fung, Julien Mineraud, Samu Varjonen, Matti Siekkinen, Petteri Nurmi, Yutaka Matsumi, Sasu Tarkoma, et al. Megasense: Feasibility of low-cost sensors for pollution hot-spot detection. In IEEE 17th International Conference on Industrial Informatics (INDIN), 2019.
  34. Naser Hossein Motlagh, Martha Arbayani Zaidan, Eemil Lagerspetz, Samu Varjonen, Juhani Toivonen, Julien Mineraud, Andrew Rebeiro-Hargrave, Matti Siekkinen, Tareq Hussein, Petteri Nurmi, et al. Indoor air quality monitoring using infrastructure-based motion detectors. In IEEE 17th International Conference on Industrial Informatics (INDIN), 2019.
  35. Matteo Pozza, Akanksha Patel, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. Composing 5G Network Slices by Co-locating VNFs in μslices. In 2019 IFIP Networking Conference, 2019.
  36. Chao Zhu, Jin Tao, Giancarlo Pastor, Yu Xiao, Yusheng Ji, Quan Zhou, Yong Li, and Antti Ylä-Jääski. Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing. IEEE Internet of Things Journal, 2019.
  37. Jiang Dong, Marius Noreikis, Yu Xiao, and Antti Ylä-Jääski. ViNav: A Vision-Based Indoor Navigation System for Smartphones. IEEE Transactions on Mobile Computing, 2019.
  38. D. Chatzopoulos, C. Bermejo Fernandez, S. Kosta, and P. Hui. Offloading computations to mobile devices and cloudlets via an upgraded nfc communication protocol. IEEE Transactions on Mobile Computing, 2019.
  39. Isha Chaturvedi, Farshid Hassani Bijarbooneh, Tristan Braud, and Pan Hui. Peripheral vision: a new killer app for smart glasses. In Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI, 2019.
  40. Kit Yung Lam, Lik Hang Lee, Tristan Braud, and Pan Hui. M2A: A Framework for Visualizing Information from Mobile Web to Mobile Augmented Reality. In 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom. IEEE, 2019.
  41. Ahmad Alhilal, Tristan Braud, and Pan Hui. The Sky is NOT the Limit Anymore: Future Architecture of the Interplanetary Internet. IEEE Aerospace and Electronic Systems Magazine, 2019.
  42. D. Xu, A. Samanta, Y. Li, J. Li, M. Ahmed, and P. Hui. Network Coding for Data Delivery in Caching at Edge: Concept, Model, and Algorithms. IEEE Transactions on Vehicular Technology, 2019.
  43. Moin Hussain Moti, Dimitris Chatzopoulos, Pan Hui, and Sujit Gujar. FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings. In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI, 2019.
  44. Dianlei Xu, Yong Li, Tong Xia, Jianbo Li, Sasu Tarkoma, and Pan Hui. Portfolio optimization in traffic offloading: Concept, model, and algorithms. IEEE Transactions on Mobile Computing, 2019.
  45. Young D Kwon, Dimitris Chatzopoulos, Raymond Chi-Wing Wong, Pan Hui, et al. Geolifecycle: User engagement of geographical exploration and churn prediction in lbsns. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2019.
  46. Kirill A Shatilov, Dimitris Chatzopoulos, Alex Wong Tat Hang, and Pan Hui. Using deep learning and mobile offloading to control a 3d-printed prosthetic hand. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2019.
  47. M. Siekkinen, T. Kämäräinen, Leonardo Favario, and Enrico Masala. Can You See What I See? Quality of Experience Measurements of Mobile Live Video Broadcasting. ACM Transactions on Multimedia Computing Communications and Applications, 2018.
  48. Matteo Pozza, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. Network-In-a-Box: A Survey About On-Demand Flexible Networks. IEEE Communications Surveys and Tutorials, 2018.
  49. Jiayu Shu, Sokol Kosta, Rui Zheng, and Pan Hui. Talk2Me: A Framework for Device-to-Device Augmented Reality Social Network. In In Proceedings of IEEE International Conference on Pervasive Computing and Communications, 2018.
  50. Ali Ugur Guler, Tristan Braud, and Pan Hui. Spatial Interference Detection for Mobile Visible Light Communication. In In Proceedings of IEEE International Conference on Pervasive Computing and Communications, 2018.
  51. Huber Flores, Pan Hui, Sasu Tarkoma, Yong Li, Theodoros Anagnostopoulos, Vassilis Kostakos, Chu Luo, and Xiang Su. SensorClone: A Framework for Harnessing Smart Devices with Virtual Sensors. In Proceedings of ACM Multimedia Systems (MMSys 2018), 2018.
  52. Jiayu Shu, Rui Zheng, and Pan Hui. Cardea: Context-Aware Visual Privacy Protection for Photo Taking and Sharing. In Proceedings of ACM Multimedia Systems (MMSys 2018), 2018.
  53. Jussi Hanhirova, Teemu Kämäräinen, Sipi Seppälä, Matti Siekkinen, Vesa Hirvisalo, and Antti Ylä-Jääski. Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision. In Proceedings of the 9th ACM Multimedia Systems Conference. ACM, 2018.
  54. Teemu Kämäräinen, Matti Siekkinen, Jukka Eerikäinen, and Antti Ylä-Jääski. CloudVR: Cloud Accelerated Interactive Mobile Virtual Reality. In Proceedings of the 26th ACM International Conference on Multimedia. ACM, 2018.
  55. Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski. QoE-Traffic Optimization Through Collaborative Edge Caching in Adaptive Mobile Video Streaming. IEEE Access, 2018.
  56. Luca Lovagnini, Wenxiao Zhang, Farshid Hassani Bijarbooneh, and Pan Hui. CIRCE: Real-Time Caching for Instance Recognition on Cloud Environments and Multi-Core Architectures. In ACM Multimedia Conference on Multimedia Conference, MM, 2018.
  57. Lirim Osmani, Ashwin Rao, Samu Varjonen, Eemil Lagerspetz, Hannu Flinck, and Sasu Tarkoma. Demo: Managing Sensing Resources at the Edge using Cloud OSes. In 2018 IEEE/ACM Symposium on Edge Computing (SEC), 2018.
  58. Eemil Lagerspetz, Samu Varjonen, Francesco Concas, Julien Mineraud, and Sasu Tarkoma. MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge. In Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018.
  59. Chao Zhu, Giancarlo Pastor, Yu Xiao, Yong Li, and Antti Ylä-Jääski. Fog following me: Latency and quality balanced task allocation in vehicular fog computing. In 15th Annual IEEE International Conference on Sensing, Communication, and Networking, 2018.
  60. Chao Zhu, Giancarlo Pastor, Yu Xiao, and Antti Ylä-Jääski. Vehicular Fog Computing for Video Crowdsourcing: Applications, Feasibility, and Challenges. IEEE Communications Magazine, 2018.
  61. Shubham Kapoor. Mobile Edge Compression of Management Data in Cellular Networks using Quality of Monitoring Classes. Master's thesis, University of Helsinki, 2017.
  62. M. Siekkinen, E. Masala, and J. Nurminen. Optimized upload strategies for live scalable video transmission from mobile devices. IEEE Transactions on Mobile Computing, 2017.
  63. Eeva Terkki, Ashwin Rao, and Sasu Tarkoma. Spying on Android users through targeted ads. In Proceedings of the 9th International Conference on Communication Systems and Networks (COMSNETS 2017), 2017.
  64. Matteo Pozza, Ashwin Rao, Armir Bujari, Hannu Flinck, Claudio E. Palazzi, and Sasu Tarkoma. A Refactoring Approach for Optimizing Mobile Networks. In Proceedings of the IEEE International Conference on Communications, (IEEE ICC 2017), 2017.
  65. Seppo Hätönen, Julien Mineraud, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. The 5D approach to control and manage smart spaces. In Proceedings of the 2017 European Conference on Networks and Communications (EuCNC 2017), 2017.
  66. Frans Ojala, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. NoSQL Stores for Coreless Mobile Networks. In 2017 IEEE Conference on Standards for Communications and Networking (CSCN), 2017.
  67. Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, and Pan Hui. Dissecting the end-to-end latency of interactive mobile video applications. In Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications (HotMobile 2017), 2017.
  68. Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, and Pan Hui. A measurement study on achieving imperceptible latency in mobile cloud gaming. In Proceedings of the 8th ACM on Multimedia Systems Conference (MMSys), 2017.
  69. Gazi Illahi, Matti Siekkinen, and Enrico Masala. Foveated video streaming for cloud gaming. In 19th IEEE International Workshop on Multimedia Signal Processing (MMSP), 2017.
  70. Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski. Joint optimization of QoE and fairness through network assisted adaptive mobile video streaming. In 13th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2017.
  71. Frans Ojala. State management in coreless mobile networks. Master's thesis, University of Helsinki, December 2016.
  72. Matteo Pozza. Solving Signaling Storms in LTE Networks: a Software-Defined Cellular Architecture. Master's thesis, University of Padua, June 2016.
  73. Kasper Apajalahti, Eero Hyvönen, Juha Niiranen, and Vilho Räisänen. Combining ontologies and markov logic networks for statistical relational mobile network analysis. In Proceedings of the 1st Workshop on Semantic Web Technologies for Mobile and Pervasive Environments co-located with the 13th Extended Semantic Web Conference (ESWC), 2016.
  74. Kasper Apajalahti, Eero Hyvönen, Juha Niiranen, and Vilho Räisänen. Stare: Statistical reasoning tool for 5g network management. In The Semantic Web - ESWC 2016 Satellite Events, 2016.
  75. Shubham Kapoor, Ville Kojola, and Kimmo Hätönen. Distributed computing of management data in a telecommunications network. In Proceedings of 8th EAI International Conference on Mobile Networks and Management, 2016.
  76. Matti Siekkinen, Enrico Masala, and Teemu Kämäräinen. A first look at quality of mobile live streaming experience: The case of periscope. In Proceedings of the 2016 ACM on Internet Measurement Conference. ACM, 2016.
  77. Seppo Hätönen, Petri Savolainen, Ashwin Rao, Hannu Flinck, and Sasu Tarkoma. Off-the-shelf software-defined wi-fi networks. In Proceedings of the 2016 Conference on ACM SIGCOMM 2016 Conference. ACM, 2016.