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ORCIDSasu Tarkoma
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- affiliation: University of Helsinki, Finland
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2020 – today
- 2025
[j122]Xiaoli Liu, Xiang Su, Guillermo del Campo, Jacky Cao, Boyu Fan, Edgar Saavedra, Asunción Santamaria, Juha Röning, Pan Hui, Sasu Tarkoma:
Federated Learning on 5G Edge for Industrial Internet of Things. IEEE Netw. 39(1): 289-297 (2025)- 2024
- [j121]Jaakko J. Sauvola, Sasu Tarkoma, Mika Klemettinen, Jukka Riekki, David S. Doermann:
Future of software development with generative AI. Autom. Softw. Eng. 31(1): 26 (2024) - [j120]Martha Arbayani Zaidan
, Naser Hossein Motlagh, Behnam Zakeri, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma:
IrMaSet: Intelligent Weather Forecaster System for Hyperlocal Renewable Energies. IEEE Consumer Electron. Mag. 13(5): 61-74 (2024) - [j119]Abdul-Rasheed Ottun, Adeyinka Akintola, Mohan Liyanage, Michell Boerger, Pan Hui, Sasu Tarkoma, Nikolay Tcholtchev, Petteri Nurmi, Huber Flores:
AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments. Computer 57(12): 47-57 (2024) - [j118]Yuxing Chen, Mohammad Ashraful Hoque, Pengfei Xu, Jiaheng Lu, Sasu Tarkoma:
SimCost: cost-effective resource provision prediction and recommendation for spark workloads. Distributed Parallel Databases 42(1): 73-102 (2024) - [j117]Maria Zubair, Maryam Sabzevari, Vikramajeet Khatri, Sasu Tarkoma, Kimmo Hätönen:
Access control for trusted data sharing. EURASIP J. Inf. Secur. 2024(1): 30 (2024) - [j116]Naser Hossein Motlagh, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma:
Digital Twins for Smart Spaces - Beyond IoT Analytics. IEEE Internet Things J. 11(1): 573-583 (2024) - [j115]Xiaoli Liu, Francesco Concas, Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Samu Varjonen, Jarkko V. Niemi, Hilkka Timonen, Tareq Hussein, Tuukka Petäjä, Markku Kulmala, Petteri Nurmi, Sasu Tarkoma:
Estimating Black Carbon Levels With Proxy Variables and Low-Cost Sensors. IEEE Internet Things J. 11(10): 17577-17588 (2024) - [j114]Wenjun Zhang, Xiaoli Liu, Ruoyi Zhang, Chao Zhu, Sasu Tarkoma:
FedVisual: Heterogeneity-Aware Model Aggregation for Federated Learning in Visual-Based Vehicular Crowdsensing. IEEE Internet Things J. 11(22): 36191-36202 (2024) - [j113]Ngoc Thi Nguyen, Maria Zubair, Agustin Zuniga, Sasu Tarkoma, Pan Hui, Hyowon Lee, Simon Tangi Perrault, Mostafa H. Ammar, Huber Flores, Petteri Nurmi:
The Price is Right? The Economic Value of Sharing Sensors. IEEE Trans. Comput. Soc. Syst. 11(3): 3468-3482 (2024) - [j112]Zhishuai Li, Gang Xiong, Yisheng Lv, Peijun Ye, Xiaoli Liu, Sasu Tarkoma, Fei-Yue Wang:
An Urban Trajectory Data-Driven Approach for COVID-19 Simulation. IEEE Trans. Comput. Soc. Syst. 11(3): 4290-4299 (2024) - [j111]Dianlei Xu, Xiang Su, Huandong Wang, Sasu Tarkoma, Pan Hui:
Towards Risk-Averse Edge Computing With Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 23(6): 7030-7047 (2024) - [j110]Akrit Mudvari, Antero Vainio, Iason Ofeidis, Sasu Tarkoma, Leandros Tassiulas:
Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency. ACM Trans. Internet Techn. 24(4): 1-26 (2024) - [j109]Wenjun Zhang, Xiaoli Liu, Sasu Tarkoma:
FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation. ACM Trans. Internet Techn. 24(4): 1-21 (2024) - [j108]Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui:
Behave Differently when Clustering: A Semi-asynchronous Federated Learning Approach for IoT. ACM Trans. Sens. Networks 20(3): 51:1-51:28 (2024) - [c172]Pekka Enberg, Sasu Tarkoma, Jon Crowcroft, Ashwin Rao:
Serverless Runtime / Database Co-Design With Asynchronous I/O. EdgeSys@EuroSys 2024: 49-54 - [c171]Antero Vainio, Sasu Tarkoma:
Flow Control Solution to Avoid Bottlenecks in Edge Computing for Video Analytics. FMEC 2024: 74-81 - [c170]Xinli Hao, Wenjun Zhang, Xiaoli Liu, Chao Zhu, Sasu Tarkoma:
GeoFed: A Geography-Aware Federated Learning Approach for Vehicular Visual Crowdsensing. ICC 2024: 4203-4208 - [c169]Abhishek Kumar, Lauri Lovén, Susanna Pirttikangas, Sasu Tarkoma:
Data Fabric for Industrial Metaverse. ICDCSW 2024: 113-121 - [c168]Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li:
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. IJCAI 2024: 7509-7517 - [c167]Farooq Dar, Mayowa Olapade, Abdul-Rasheed Ottun, Zhigang Yin, Mohan Liyanage, Agustin Zuniga, Monica Passananti, Sasu Tarkoma, Petteri Nurmi, Huber Flores:
LIZARD: Pervasive Sensing for Autonomous Plastic Litter Monitoring. IoTDI 2024: 37-48 - [c166]Huber Flores, Agustin Zuniga, Marko Radeta, Zhigang Yin, Mohan Liyanage, Naser Hossein Motlagh, Ngoc Thi Nguyen, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi:
SEAGULL: Low-Cost Pervasive Sensing for Monitoring and Analysing Underwater Plastics. IoTDI 2024: 49-60 - [c165]Peng Yuan Zhou, Shuhao Fu, Benjamin Finley, Xuebing Li, Sasu Tarkoma, Jussi Kangasharju, Mostafa H. Ammar, Pan Hui:
5G MEC Computation Handoff for Mobile Augmented Reality. MetaCom 2024: 129-136 - [i51]Pengyuan Zhou, Lin Wang, Zhi Liu, Yanbin Hao, Pan Hui, Sasu Tarkoma, Jussi Kangasharju:
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming. CoRR abs/2404.16038 (2024) - [i50]Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li:
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. CoRR abs/2406.11282 (2024) - [i49]Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma:
Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management. CoRR abs/2407.15520 (2024) - 2023
- [j107]Spanddhana Sara, Andrew Rebeiro-Hargrave, Ayu Parmar, Pak Lun Fung, Ishan Patwardhan, Samu Varjonen, C. Rajashekar Reddy, Sachin Chaudhari, Sasu Tarkoma:
The Application of Mobile Sensing to Detect CO and NO2 Emission Spikes in Polluted Cities. IEEE Access 11: 79624-79635 (2023) - [j106]Naser Hossein Motlagh, Matti Irjala, Agustin Zuniga, Eemil Lagerspetz, Valtteri Rantala, Huber Flores, Petteri Nurmi, Sasu Tarkoma:
Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs. IEEE Consumer Electron. Mag. 12(1): 21-31 (2023) - [j105]Jacky Cao, Hassan Mehmood, Xiaoli Liu, Sasu Tarkoma, Ekaterina Gilman, Xiang Su:
Fighting Pandemics With Augmented Reality and Smart Sensing-Based Social Distancing. IEEE Computer Graphics and Applications 43(1): 65-75 (2023) - [j104]Dongxiao Yu, Jian Ren, Qing Yang, Sasu Tarkoma, Madhuri Siddula, Falko Dressler:
Guest Editorial Special Issue on When Blockchain Meets 5G/6G - Enabling Endogenously Secure IoT. IEEE Internet Things J. 10(14): 11946-11948 (2023) - [j103]Naser Hossein Motlagh, Pranvera Kortoçi, Xiang Su, Lauri Lovén, Hans Kristian Hoel, Sindre Bjerkestrand Haugsvær, Varun Srivastava, Casper Fabian Gulbrandsen, Petteri Nurmi, Sasu Tarkoma:
Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey. IEEE Internet Things J. 10(24): 21687-21704 (2023) - [j102]Martha Arbayani Zaidan, Naser Hossein Motlagh, Brandon E. Boor, David V. Lu, Petteri Nurmi, Tuukka Petäjä, Aijun Ding, Markku Kulmala, Sasu Tarkoma, Tareq Hussein:
Virtual Sensors: Toward High-Resolution Air Pollution Monitoring using AI and IoT. IEEE Internet Things Mag. 6(1): 76-81 (2023) - [j101]Prakash Shrestha, Hien Thi Thu Truong, Pupu Toivonen, Nitesh Saxena, Sasu Tarkoma, Petteri Nurmi:
Chirp-Loc: Multi-factor authentication via acoustically-generated location signatures. Pervasive Mob. Comput. 88: 101720 (2023) - [j100]Mohammad Ashraful Hoque, Benjamin Finley, Ashwin Rao, Abhishek Kumar, Pan Hui, Mostafa H. Ammar, Sasu Tarkoma:
Context-driven encrypted multimedia traffic classification on mobile devices. Pervasive Mob. Comput. 88: 101737 (2023) - [j99]Martha Arbayani Zaidan, Naser Hossein Motlagh, Pak Lun Fung, Abedalaziz S. Khalaf, Yutaka Matsumi, Aijun Ding, Sasu Tarkoma, Tuukka Petäjä, Markku Kulmala, Tareq Hussein:
Intelligent Air Pollution Sensors Calibration for Extreme Events and Drifts Monitoring. IEEE Trans. Ind. Informatics 19(2): 1366-1379 (2023) - [j98]Farooq Dar, Mohan Liyanage, Marko Radeta, Zhigang Yin, Agustin Zuniga, Sokol Kosta, Sasu Tarkoma, Petteri Nurmi, Huber Flores:
Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science Using Low-Cost Micro-Clouds. ACM Trans. Internet Things 4(2): 9:1-9:29 (2023) - [j97]Tong Li, Yanxin Xi, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui:
Learning Representations of Satellite Imagery by Leveraging Point-of-Interests. ACM Trans. Intell. Syst. Technol. 14(4): 61:1-61:32 (2023) - [j96]Tong Li, Yong Li, Mingyang Zhang, Sasu Tarkoma, Pan Hui:
You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior. ACM Trans. Intell. Syst. Technol. 14(4): 71:1-71:21 (2023) - [j95]Tong Li, Yali Fan, Yong Li, Sasu Tarkoma, Pan Hui:
Understanding the Long-Term Evolution of Mobile App Usage. IEEE Trans. Mob. Comput. 22(2): 1213-1230 (2023) - [j94]Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui:
Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]. IEEE Veh. Technol. Mag. 18(4): 19-21 (2023) - [c164]Wei Geng, Yulong Zhang, Dirk Kutscher, Abhishek Kumar, Sasu Tarkoma, Pan Hui:
SoK: Distributed Computing in ICN. ICN 2023: 88-100 - [c163]Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang:
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CAMAD 2023: 225-232 - [c162]Pekka Enberg, Sasu Tarkoma, Ashwin Rao:
Towards Database and Serverless Runtime Co-Design. StudentWorkshop@CoNEXT 2023: 9-10 - [c161]Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Andrew Rebeiro-Hargrave, Matti Irjala, Tareq Hussein, Tuukka Petäjä, Petteri Nurmi, Sasu Tarkoma:
Feasibility of Air Quality Monitoring from Transport Vehicles. EnvSys@MobiSys 2023: 13-18 - [c160]Spanddhana Sara, Andrew Rebeiro-Hargrave, Shreyash Gujar, O. Kathalkar, Samu Varjonen, Sachin Chaudhari, Sasu Tarkoma:
Protocol for hunting PM2.5 emission hot spots in cities. EnvSys@MobiSys 2023: 37-42 - [c159]Antero Vainio, Akrit Mudvari, Diego Kiedanski, Sasu Tarkoma, Leandros Tassiulas:
Fog Computing for Deep Learning with Pipelines. ICFEC 2023: 64-72 - [c158]Xiaoli Liu, Tormod Mork Müller, Aleksander Aaboen, Xiang Su, Sasu Tarkoma:
A Comparative Analysis of Genetic Algorithm and Ant Colony Optimization for Mobile Augmented Reality Offloading. ImmerCom 2023: 247-253 - [c157]Milla Lintunen, Gopika Premsankar, Henri Tenhunen, Sasu Tarkoma, Ashwin Rao:
Poster: Automatic Mass Power Outage Detection in Radio Access Networks. MobiSys 2023: 559-560 - [i48]Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui:
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities. CoRR abs/2308.00465 (2023) - [i47]Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma:
How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm. CoRR abs/2309.02058 (2023) - [i46]Wei Geng, Yulong Zhang, Dirk Kutscher, Abhishek Kumar, Sasu Tarkoma, Pan Hui:
SoK: Distributed Computing in ICN. CoRR abs/2309.08973 (2023) - [i45]Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang:
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CoRR abs/2311.03375 (2023) - [i44]Akrit Mudvari, Antero Vainio, Iason Ofeidis, Sasu Tarkoma, Leandros Tassiulas:
Deep Learning Architecture for Network-Efficiency at the Edge. CoRR abs/2311.05739 (2023) - [i43]Sasu Tarkoma, Roberto Morabito, Jaakko J. Sauvola:
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems. CoRR abs/2311.05842 (2023) - 2022
- [j93]Seppo Hätönen, Ashwin Rao, Sasu Tarkoma:
Programmable Session Layer MULTI-Connectivity. IEEE Access 10: 5736-5752 (2022) - [j92]Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang:
The Many Faces of Edge Intelligence. IEEE Access 10: 104769-104782 (2022) - [j91]Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf:
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52(1): 28-33 (2022) - [j90]Marko Radeta, Agustin Zuniga, Naser Hossein Motlagh, Mohan Liyanage, Rúben Freitas, Moustafa Youssef, Sasu Tarkoma, Huber Flores, Petteri Nurmi:
Deep Learning and the Oceans. Computer 55(5): 39-50 (2022) - [j89]Huber Flores, Agustin Zuniga, Sasu Tarkoma, Leonardo Tonetto, Tristan Braud, Pan Hui, Yong Li, Mostafa H. Ammar, Petteri Nurmi:
Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration. Computer 55(8): 70-81 (2022) - [j88]Naser Hossein Motlagh, Lauri Lovén, Jacky Cao, Xiaoli Liu, Petteri Nurmi, Schahram Dustdar, Sasu Tarkoma, Xiang Su:
Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future. Computer 55(12): 54-64 (2022) - [j87]Tong Li, Tong Xia, Huandong Wang, Zhen Tu, Sasu Tarkoma, Zhu Han, Pan Hui:
Smartphone App Usage Analysis: Datasets, Methods, and Applications. IEEE Commun. Surv. Tutorials 24(2): 937-966 (2022) - [j86]Peifeng Su, Yongchun Liu, Sasu Tarkoma, Andrew Rebeiro-Hargrave, Tuukka Petäjä, Markku Kulmala, Petri Pellikka:
Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j85]Zhigang Yin, Mayowa Olapade, Mohan Liyanage, Farooq Dar, Agustin Zuniga, Naser Hossein Motlagh, Xiang Su, Sasu Tarkoma, Pan Hui, Petteri Nurmi, Huber Flores:
Toward City-Scale Litter Monitoring Using Autonomous Ground Vehicles. IEEE Pervasive Comput. 21(3): 74-83 (2022) - [j84]Agustin Zuniga, Naser Hossein Motlagh, Mohammad Ashraful Hoque, Sasu Tarkoma, Huber Flores, Petteri Nurmi:
See No Evil: Discovering Covert Surveillance Devices Using Thermal Imaging. IEEE Pervasive Comput. 21(4): 33-42 (2022) - [j83]Yilei Liang, Pranvera Kortoçi, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated split GANs for collaborative training with heterogeneous devices. Softw. Impacts 14: 100436 (2022) - [j82]Yuxing Chen, Peter Goetsch, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma:
$d$d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics. IEEE Trans. Big Data 8(2): 458-469 (2022) - [j81]Vlasis Koutsos, Dimitrios Papadopoulos, Dimitris Chatzopoulos, Sasu Tarkoma, Pan Hui:
Agora: A Privacy-Aware Data Marketplace. IEEE Trans. Dependable Secur. Comput. 19(6): 3728-3740 (2022) - [j80]Zhishuai Li, Gang Xiong, Zebing Wei, Yu Zhang, Meng Zheng, Xiaoli Liu, Sasu Tarkoma, Min Huang, Yisheng Lv, Chuheng Wu:
Trip Purposes Mining From Mobile Signaling Data. IEEE Trans. Intell. Transp. Syst. 23(8): 13190-13202 (2022) - [j79]Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Benjamin Finley, Xiujun Wang, Tristan Braud, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui:
AICP: Augmented Informative Cooperative Perception. IEEE Trans. Intell. Transp. Syst. 23(11): 22505-22518 (2022) - [j78]Dianlei Xu, Huandong Wang, Yong Li, Sasu Tarkoma, Depeng Jin, Pan Hui:
IoT vs. Human: A Comparison of Mobility. IEEE Trans. Mob. Comput. 21(4): 1257-1273 (2022) - [j77]Tong Li, Yong Li, Mohammad Ashraful Hoque, Tong Xia, Sasu Tarkoma, Pan Hui:
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage. IEEE Trans. Mob. Comput. 21(4): 1492-1507 (2022) - [j76]Naser Hossein Motlagh, Shubham Kapoor, Rola Alhalaseh, Sasu Tarkoma, Kimmo Hätönen:
Quality of Monitoring for Cellular Networks. IEEE Trans. Netw. Serv. Manag. 19(1): 381-391 (2022) - [j75]Kasimir Aula, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Evaluation of Low-cost Air Quality Sensor Calibration Models. ACM Trans. Sens. Networks 18(4): 72:1-72:32 (2022) - [c156]Tong Li, Shiduo Xin, Yanxin Xi, Sasu Tarkoma, Pan Hui, Yong Li:
Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery. CIKM 2022: 3282-3291 - [c155]Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated split GANs. FedEdge@MobiCom 2022: 25-30 - [c154]Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su:
Trustworthy Distributed Intelligence for Smart Cities. ICDE Workshops 2022: 60-65 - [c153]Abhishek Kumar, Lik-Hang Lee, Jagmohan Chauhan, Xiang Su, Mohammad Ashraful Hoque, Susanna Pirttikangas, Sasu Tarkoma, Pan Hui:
PassWalk: Spatial Authentication Leveraging Lateral Shift and Gaze on Mobile Headsets. ACM Multimedia 2022: 952-960 - [c152]Mohammad Ashraful Hoque, Benjamin Finley, Ashwin Rao, Abhishek Kumar, Pan Hui, Mostafa H. Ammar, Sasu Tarkoma:
Context-driven Encrypted Multimedia Traffic Classification on Mobile Devices. PerCom 2022: 54-64 - [c151]Yanxin Xi, Tong Li, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui:
Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests. WWW 2022: 3308-3316 - [i42]Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki:
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR abs/2205.01423 (2022) - [i41]Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated Split GANs. CoRR abs/2207.01750 (2022) - 2021
- [j74]Abhishek Kumar, Benjamin Finley, Tristan Braud, Sasu Tarkoma, Pan Hui:
Sketching an AI Marketplace: Tech, Economic, and Regulatory Aspects. IEEE Access 9: 13761-13774 (2021) - [j73]Ranjan Pal, Jon Crowcroft, Yixuan Wang, Yong Li, Swades De, Sasu Tarkoma, Mingyan Liu, Bodhibrata Nag, Abhishek Kumar, Pan Hui:
Corrections to "Preference-Based Privacy Markets". IEEE Access 9: 14179-14180 (2021) - [j72]Matteo Pozza, Ashwin Rao, Diego Lugones, Sasu Tarkoma:
FlexState: Flexible State Management of Network Functions. IEEE Access 9: 46837-46850 (2021) - [j71]Mohammad Ashraful Hoque, Md. Sadek Ferdous, Mohsin Khan, Sasu Tarkoma:
Real, Forged or Deep Fake? Enabling the Ground Truth on the Internet. IEEE Access 9: 160471-160484 (2021) - [j70]Zhen Tu, Hancheng Cao, Eemil Lagerspetz, Yali Fan, Huber Flores, Sasu Tarkoma, Petteri Nurmi, Yong Li:
Demographics of mobile app usage: long-term analysis of mobile app usage. CCF Trans. Pervasive Comput. Interact. 3(3): 235-252 (2021) - [j69]Lirim Osmani, Tero Kauppinen, Miika Komu, Sasu Tarkoma:
Multi-Cloud Connectivity for Kubernetes in 5G Networks. IEEE Commun. Mag. 59(10): 42-47 (2021) - [j68]Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi:
The mobility laws of location-based games. EPJ Data Sci. 10(1): 10 (2021) - [j67]Xiang Su, Xiaoli Liu, Naser Hossein Motlagh, Jacky Cao, Peifeng Su, Petri Pellikka, Yongchun Liu, Tuukka Petäjä, Markku Kulmala, Pan Hui, Sasu Tarkoma:
Intelligent and Scalable Air Quality Monitoring With 5G Edge. IEEE Internet Comput. 25(2): 35-44 (2021) - [j66]Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry:
Aggregate Cyber-Risk Management in the IoT Age Cautionary Statistics for (Re)Insurers and Likes. IEEE Internet Things J. 8(9): 7360-7371 (2021) - [j65]Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry:
Corrections to Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes. IEEE Internet Things J. 8(14): 11773-11775 (2021) - [j64]Tong Li, Mingyang Zhang, Yong Li, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui:
The Impact of Covid-19 on Smartphone Usage. IEEE Internet Things J. 8(23): 16723-16733 (2021) - [j63]Huber Flores, Naser Hossein Motlagh, Agustin Zuniga, Mohan Liyanage, Monica Passananti, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi:
Toward Large-Scale Autonomous Marine Pollution Monitoring. IEEE Internet Things Mag. 4(1): 40-45 (2021) - [j62]Naser Hossein Motlagh, Ibrahim Afolabi, Matteo Pozza, Miloud Bagaa, Tarik Taleb, Sasu Tarkoma, Hannu Flinck:
mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario. IEEE Netw. 35(6): 247-254 (2021) - [j61]Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Antti Honkela, Samuel Kaski:
Privacy-preserving data sharing via probabilistic modeling. Patterns 2(7): 100271 (2021) - [j60]Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Tao Jiang, Jon Crowcroft, Pan Hui:
Edge Intelligence: Empowering Intelligence to the Edge of Network. Proc. IEEE 109(11): 1778-1837 (2021) - [j59]Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Xiaoli Liu, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma:
Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. ACM Trans. Sens. Networks 17(2): 20:1-20:44 (2021) - [c150]Seppo Hätönen, Ibbad Hafeez, Julien Mineraud, Ashwin Rao, Sasu Tarkoma:
Orchestrating Intelligent Network Operations in Programmable Networks. CSCN 2021: 148-154 - [c149]Jacky Cao, Xiaoli Liu, Xiang Su, Sasu Tarkoma, Pan Hui:
Context-Aware Augmented Reality with 5G Edge. GLOBECOM 2021: 1-6 - [c148]Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma:
Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. WF-IoT 2021: 124-129 - [i40]Pengyuan Zhou, Benjamin Finley, Xuebing Li, Sasu Tarkoma, Jussi Kangasharju, Mostafa H. Ammar, Pan Hui:
5G MEC Computation Handoff for Mobile Augmented Reality. CoRR abs/2101.00256 (2021) - [i39]Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Tristan Braud, Xiujun Wang, Benjamin Finley, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui:
Augmented Informative Cooperative Perception. CoRR abs/2101.05508 (2021) - [i38]Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry:
Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes. CoRR abs/2105.01792 (2021) - [i37]Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf:
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR abs/2112.00616 (2021) - [i36]Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf:
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports 11(7): 76-88 (2021) - 2020
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