Sasu Tarkoma - RankMe

396 papers A* 19A 24B 24C 10Misc 12Journal 201Unranked 96

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks. IEEE Wirel. Commun. Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2026	J	`jnl`	Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems. CoRR Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2026	J	`jnl`	Creation of AI-driven smart spaces for enhanced indoor environments - A survey. Internet Things Aygün Varol, Naser Hossein Motlagh, Mirka Leino, Sasu Tarkoma, Johanna Virkki
2026	J	`jnl`	Digital Twins for smart campus networks: An end-to-end framework for multi-domain data intelligence. Comput. Commun. Bivek Pandey, Yasith R. Wanigarathna, Sasu Tarkoma, Roberto Morabito
2026	Misc	`conf`	Governance at the Edge: Agent-Driven Privacy Mediation for Mobile and IoT Data. HotMobile Musfira Khan, Fatemeh Sarhaddi, Agustin Zuniga, Huber Flores, Sasu Tarkoma, Petteri Nurmi
2026	J	`jnl`	ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings. IEEE Internet Things Mag. Naser Hossein Motlagh, Martha Arbayani Zaidan, Niko Mäkitalo, Petteri Nurmi, Sasu Tarkoma, Lauri Lovén
2026	J	`jnl`	LLMs and IoT: A Comprehensive Survey on Large Language Models and the Internet of Things. IEEE Open J. Commun. Soc. Fatemeh Sarhaddi, Ngoc Thi Nguyen, Agustin Zuniga, Musfira Khan, Pan Hui, Sasu Tarkoma, Huber Flores, Petteri Nurmi
2026	J	`jnl`	SARF: Sparsity-Aware Reconstruction Framework for Large-Scale Datasets. IEEE Trans. Big Data Agustin Zuniga, Huber Flores, Ngoc Thi Nguyen, Pan Hui, Sasu Tarkoma, Petteri Nurmi
2026	J	`jnl`	Socio-technical aspects of Agentic AI. CoRR Praveen Kumar Donta, Alaa Saleh, Ying Li, Shubham Vaishnav, Kai Fang, Hailin Feng, Yuchao Xia, Thippa Reddy Gadekallu, Qiyang Zhang, Xiaodan Shi, Ali Beikmohammadi, Sindri Magnússon, Ilir Murturi, Chinmaya Kumar Dehury, Marcin Paprzycki, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar
2026	J	`jnl`	Sometimes Painful but Promising: Feasibility and Trade-Offs of On-Device Language Model Inference. ACM Trans. Embed. Comput. Syst. Maximilian Abstreiter, Sasu Tarkoma, Roberto Morabito
2026	J	`jnl`	Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities. ACM Comput. Surv. Alaa Saleh, Roberto Morabito, Schahram Dustdar, Sasu Tarkoma, Susanna Pirttikangas, Lauri Lovén
2025	B	`ed.`	18th IEEE International Conference on Cloud Computing, CLOUD 2025, Helsinki, Finland, July 7-12, 2025 CLOUD Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Feras Awaysheh, Volker Hilt, Yogesh Simmhan
2025	—	`ed.`	2025 IEEE International Conference on Edge Computing and Communications (EDGE), IEEE EDGE 2025, Helsinki, Finland, July 7-12, 2025 EDGE Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Feras M. Awaysheh, Volker Hilt, Yogesh Simmhan
2025	—	`conf`	A Generative AI-Enhanced Digital Twin Framework for Heterogeneous Networks and Smart Environments. INFOCOM WKSHPS Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma
2025	J	`jnl`	Agentic TinyML for Intent-aware Handover in 6G Wireless Networks. CoRR Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2025	J	`jnl`	Artificial Intelligence for Atmospheric Sciences: A Research Roadmap. CoRR Martha Arbayani Zaidan, Naser Hossein Motlagh, Petteri Nurmi, Tareq Hussein, Markku Kulmala, Tuukka Petäjä, Sasu Tarkoma
2025	J	`jnl`	Consolidating TinyML Lifecycle With Large Language Models: Reality, Illusion, or Opportunity? IEEE Internet Things Mag. Guanghan Wu, Sasu Tarkoma, Roberto Morabito
2025	J	`jnl`	Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity? CoRR Guanghan Wu, Sasu Tarkoma, Roberto Morabito
2025	A	`conf`	Drones in the Sky: Air Quality Monitoring at Heights. MobiSys Naser Hossein Motlagh, Martha Arbayani Zaidan, Matti Irjala, Andrew Rebeiro-Hargrave, Petteri Nurmi, Sasu Tarkoma
2025	J	`jnl`	Dynamic Hierarchical Reinforcement Learning Framework for Energy-Efficient 5G Base Stations in Urban Environments. IEEE Trans. Mob. Comput. Dianlei Xu, Xiang Su, Gopika Premsankar, Huandong Wang, Sasu Tarkoma, Pan Hui
2025	A	`conf`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. IROS Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	J	`jnl`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. CoRR Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	J	`jnl`	FPSelector: A Flexible Path Selector for Mobile Augmented Reality Offloading. IEEE Trans. Mob. Comput. Yuanwei Zhu, Yakun Huang, Xiuquan Qiao, Xiaoli Liu, Xiang Su, Anna Brunström, Özgü Alay, Sasu Tarkoma
2025	—	`conf`	Federated Inference: Towards Collaborative and Privacy-Preserving Inference over Edge Devices. SIGCOMM (Posters and Demos) Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui
2025	J	`jnl`	Federated Learning Meets Urban Opportunistic Crowdsensing in 6G Networks: Opportunities, Challenges, and Optimization Potentials. IEEE Netw. Wenjun Zhang, Xiaoli Liu, Chao Zhu, Samu Varjonen, Fangxin Wang, Sasu Tarkoma
2025	J	`jnl`	Federated Learning on 5G Edge for Industrial Internet of Things. IEEE Netw. Xiaoli Liu, Xiang Su, Guillermo del Campo, Jacky Cao, Boyu Fan, Edgar Saavedra, Asunción Santamaria, Juha Röning, Pan Hui, Sasu Tarkoma
2025	J	`jnl`	Follow-Me AI: Energy-Efficient User Interaction With Smart Environments. IEEE Pervasive Comput. Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén
2025	J	`jnl`	HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models. ACM Trans. Internet Techn. Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui
2025	—	`conf`	IA-MOE: An Intensity-Aware Mixture of Experts for DNN Inference. ICNSC Meiyan Zeng, Sasu Tarkoma, Xiaoli Liu
2025	—	`ed.`	IEEE International Conference on Digital Health, ICDH 2025, Helsinki, Finland, July 7-12, 2025 ICDH Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio Ardagna, Luca Palmerini, Carl Saab, Bo Wen
2025	—	`ed.`	IEEE International Conference on Quantum Software, QSW 2025, Helsinki, Finland, July 7-12, 2025 QSW Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Sebastian Feld, Elisabetta Di Nitto, Manuel Wimmer
2025	—	`ed.`	IEEE International Conference on Software Services Engineering, SSE 2025, Helsinki, Finland, July 7-12, 2025 SSE Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Javier Berrocal, Kaoutar El Maghaouri, Yanchun Sun
2025	A	`ed.`	IEEE International Conference on Web Services, ICWS 2025, Helsinki, Finland, July 7-12, 2025 ICWS Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Amin Beheshti, Bo Cheng, Walid Gaaloul
2025	J	`jnl`	Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things. CoRR Talha Zeeshan, Abhishek Kumar, Susanna Pirttikangas, Sasu Tarkoma
2025	A	`conf`	Poster: IoT-Based Indoor Air Quality Monitoring for Health Risk Assessment and Well-Being. MobiSys Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Samu Varjonen, Andrew Rebeiro-Hargrave, Petteri Nurmi, Sasu Tarkoma
2025	J	`jnl`	Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge. CoRR Maximilian Abstreiter, Sasu Tarkoma, Roberto Morabito
2025	—	`conf`	The Early Prune Catches the Model: Enhancing CNN Training Efficiency with Early-Epoch Pruning. S3@MobiCom Musfira Khan, Agustin Zuniga, Sasu Tarkoma, Petteri Nurmi
2025	J	`jnl`	Toward Sustainable 6G Leveraging Digital Twin and Artificial Intelligence: Framework and Case Study. IEEE Commun. Mag. Dianlei Xu, Xiang Su, Sasu Tarkoma, Pan Hui
2025	J	`jnl`	Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques. CoRR Adarsh Prasad Behera, Jaya Prakash Champati, Roberto Morabito, Sasu Tarkoma, James Gross
2025	J	`jnl`	Towards a data fabric framework for industrial metaverse integration. Sustain. Comput. Informatics Syst. Abhishek Kumar, Lauri Lovén, Muhammad Talha Arshad, Susanna Pirttikangas, Sasu Tarkoma
2025	—	`conf`	Transforming the Internet With 6G: Towards Architectural Extensibility. EuCNC/6G Summit Aleksandr Zavodovski, Nitinder Mohan, Abhishek Kumar, Sasu Tarkoma, Jussi Kangasharju, Ari T. Pouttu
2025	J	`jnl`	UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces. CoRR Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2025	—	`conf`	iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka. EDGE Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar
2024	—	`conf`	5G MEC Computation Handoff for Mobile Augmented Reality. MetaCom Peng Yuan Zhou, Shuhao Fu, Benjamin Finley, Xuebing Li, Sasu Tarkoma, Jussi Kangasharju, Mostafa H. Ammar, Pan Hui
2024	J	`jnl`	A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming. CoRR Pengyuan Zhou, Lin Wang, Zhi Liu, Yanbin Hao, Pan Hui, Sasu Tarkoma, Jussi Kangasharju
2024	B	`conf`	A Survey on Model-heterogeneous Federated Learning: Problems, Methods, and Prospects. IEEE Big Data Boyu Fan, Siyang Jiang, Xiang Su, Sasu Tarkoma, Pan Hui
2024	J	`jnl`	AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments. Computer Abdul-Rasheed Ottun, Adeyinka Akintola, Mohan Liyanage, Michell Boerger, Pan Hui, Sasu Tarkoma, Nikolay Tcholtchev, Petteri Nurmi, Huber Flores
2024	J	`jnl`	Access control for trusted data sharing. EURASIP J. Inf. Secur. Maria Zubair, Maryam Sabzevari, Vikramajeet Khatri, Sasu Tarkoma, Kimmo Hätönen
2024	J	`jnl`	Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency. ACM Trans. Internet Techn. Akrit Mudvari, Antero Vainio, Iason Ofeidis, Sasu Tarkoma, Leandros Tassiulas
2024	J	`jnl`	An Urban Trajectory Data-Driven Approach for COVID-19 Simulation. IEEE Trans. Comput. Soc. Syst. Zhishuai Li, Gang Xiong, Yisheng Lv, Peijun Ye, Xiaoli Liu, Sasu Tarkoma, Fei-Yue Wang
2024	J	`jnl`	Behave Differently when Clustering: A Semi-asynchronous Federated Learning Approach for IoT. ACM Trans. Sens. Networks Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui
2024	J	`jnl`	Creation of AI-driven Smart Spaces for Enhanced Indoor Environments - A Survey. CoRR Aygün Varol, Naser Hossein Motlagh, Mirka Leino, Sasu Tarkoma, Johanna Virkki
2024	—	`conf`	Data Fabric for Industrial Metaverse. ICDCSW Abhishek Kumar, Lauri Lovén, Susanna Pirttikangas, Sasu Tarkoma
2024	J	`jnl`	Digital Twins for Smart Spaces - Beyond IoT Analytics. IEEE Internet Things J. Naser Hossein Motlagh, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma
2024	J	`jnl`	Estimating Black Carbon Levels With Proxy Variables and Low-Cost Sensors. IEEE Internet Things J. 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
2024	J	`jnl`	FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation. ACM Trans. Internet Techn. Wenjun Zhang, Xiaoli Liu, Sasu Tarkoma
2024	J	`jnl`	FedVisual: Heterogeneity-Aware Model Aggregation for Federated Learning in Visual-Based Vehicular Crowdsensing. IEEE Internet Things J. Wenjun Zhang, Xiaoli Liu, Ruoyi Zhang, Chao Zhu, Sasu Tarkoma
2024	—	`conf`	Flow Control Solution to Avoid Bottlenecks in Edge Computing for Video Analytics. FMEC Antero Vainio, Sasu Tarkoma
2024	A*	`conf`	From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. IJCAI Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li
2024	J	`jnl`	From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas. CoRR Yanxin Xi, Yu Liu, Zhicheng Liu, Sasu Tarkoma, Pan Hui, Yong Li
2024	J	`jnl`	Future of software development with generative AI. Autom. Softw. Eng. Jaakko J. Sauvola, Sasu Tarkoma, Mika Klemettinen, Jukka Riekki, David S. Doermann
2024	J	`jnl`	Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management. CoRR Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma
2024	—	`conf`	GeoFed: A Geography-Aware Federated Learning Approach for Vehicular Visual Crowdsensing. ICC Xinli Hao, Wenjun Zhang, Xiaoli Liu, Chao Zhu, Sasu Tarkoma
2024	J	`jnl`	IrMaSet: Intelligent Weather Forecaster System for Hyperlocal Renewable Energies. IEEE Consumer Electron. Mag. Martha Arbayani Zaidan, Naser Hossein Motlagh, Behnam Zakeri, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma
2024	—	`conf`	LIZARD: Pervasive Sensing for Autonomous Plastic Litter Monitoring. IoTDI Farooq Dar, Mayowa Olapade, Abdul-Rasheed Ottun, Zhigang Yin, Mohan Liyanage, Agustin Zuniga, Monica Passananti, Sasu Tarkoma, Petteri Nurmi, Huber Flores
2024	J	`jnl`	Low-Cost Sensing for Environmental Sustainability. IEEE Pervasive Comput. Agustin Zuniga, Mayowa Olapade, Naser Hossein Motlagh, Mohan Liyanage, Zhigang Yin, Farooq Dar, Ngoc Thi Nguyen, Adeyinka Akintola, Marko Radeta, Sasu Tarkoma, Huber Flores, Petteri Nurmi
2024	—	`conf`	SEAGULL: Low-Cost Pervasive Sensing for Monitoring and Analysing Underwater Plastics. IoTDI Huber Flores, Agustin Zuniga, Marko Radeta, Zhigang Yin, Mohan Liyanage, Naser Hossein Motlagh, Ngoc Thi Nguyen, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi
2024	—	`conf`	Serverless Runtime / Database Co-Design With Asynchronous I/O. EdgeSys@EuroSys Pekka Enberg, Sasu Tarkoma, Jon Crowcroft, Ashwin Rao
2024	J	`jnl`	SimCost: cost-effective resource provision prediction and recommendation for spark workloads. Distributed Parallel Databases Yuxing Chen, Mohammad Ashraful Hoque, Pengfei Xu, Jiaheng Lu, Sasu Tarkoma
2024	J	`jnl`	The Price is Right? The Economic Value of Sharing Sensors. IEEE Trans. Comput. Soc. Syst. Ngoc Thi Nguyen, Maria Zubair, Agustin Zuniga, Sasu Tarkoma, Pan Hui, Hyowon Lee, Simon Tangi Perrault, Mostafa H. Ammar, Huber Flores, Petteri Nurmi
2024	J	`jnl`	Towards Risk-Averse Edge Computing With Deep Reinforcement Learning. IEEE Trans. Mob. Comput. Dianlei Xu, Xiang Su, Huandong Wang, Sasu Tarkoma, Pan Hui
2023	—	`conf`	A Comparative Analysis of Genetic Algorithm and Ant Colony Optimization for Mobile Augmented Reality Offloading. ImmerCom Xiaoli Liu, Tormod Mork Müller, Aleksander Aaboen, Xiang Su, Sasu Tarkoma
2023	J	`jnl`	A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities. CoRR Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui
2023	J	`jnl`	AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems. CoRR Sasu Tarkoma, Roberto Morabito, Jaakko J. Sauvola
2023	J	`jnl`	Chirp-Loc: Multi-factor authentication via acoustically-generated location signatures. Pervasive Mob. Comput. Prakash Shrestha, Hien Thi Thu Truong, Pupu Toivonen, Nitesh Saxena, Sasu Tarkoma, Petteri Nurmi
2023	J	`jnl`	Context-driven encrypted multimedia traffic classification on mobile devices. Pervasive Mob. Comput. Mohammad Ashraful Hoque, Benjamin Finley, Ashwin Rao, Abhishek Kumar, Pan Hui, Mostafa H. Ammar, Sasu Tarkoma
2023	J	`jnl`	Deep Learning Architecture for Network-Efficiency at the Edge. CoRR Akrit Mudvari, Antero Vainio, Iason Ofeidis, Sasu Tarkoma, Leandros Tassiulas
2023	—	`conf`	Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CAMAD Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang
2023	J	`jnl`	Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CoRR Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang
2023	—	`conf`	Feasibility of Air Quality Monitoring from Transport Vehicles. EnvSys@MobiSys Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Andrew Rebeiro-Hargrave, Matti Irjala, Tareq Hussein, Tuukka Petäjä, Petteri Nurmi, Sasu Tarkoma
2023	J	`jnl`	Fighting Pandemics With Augmented Reality and Smart Sensing-Based Social Distancing. IEEE Computer Graphics and Applications Jacky Cao, Hassan Mehmood, Xiaoli Liu, Sasu Tarkoma, Ekaterina Gilman, Xiang Su
2023	C	`conf`	Fog Computing for Deep Learning with Pipelines. ICFEC Antero Vainio, Akrit Mudvari, Diego Kiedanski, Sasu Tarkoma, Leandros Tassiulas
2023	J	`jnl`	Guest Editorial Special Issue on When Blockchain Meets 5G/6G - Enabling Endogenously Secure IoT. IEEE Internet Things J. Dongxiao Yu, Jian Ren, Qing Yang, Sasu Tarkoma, Madhuri Siddula, Falko Dressler
2023	J	`jnl`	How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm. CoRR Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma
2023	J	`jnl`	Intelligent Air Pollution Sensors Calibration for Extreme Events and Drifts Monitoring. IEEE Trans. Ind. Informatics Martha Arbayani Zaidan, Naser Hossein Motlagh, Pak Lun Fung, Abedalaziz S. Khalaf, Yutaka Matsumi, Aijun Ding, Sasu Tarkoma, Tuukka Petäjä, Markku Kulmala, Tareq Hussein
2023	J	`jnl`	Learning Representations of Satellite Imagery by Leveraging Point-of-Interests. ACM Trans. Intell. Syst. Technol. Tong Li, Yanxin Xi, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui
2023	J	`jnl`	Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]. IEEE Veh. Technol. Mag. Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui
2023	A	`conf`	Poster: Automatic Mass Power Outage Detection in Radio Access Networks. MobiSys Milla Lintunen, Gopika Premsankar, Henri Tenhunen, Sasu Tarkoma, Ashwin Rao
2023	—	`conf`	Protocol for hunting PM EnvSys@MobiSys Spanddhana Sara, Andrew Rebeiro-Hargrave, Shreyash Gujar, O. Kathalkar, Samu Varjonen, Sachin Chaudhari, Sasu Tarkoma
2023	—	`conf`	SoK: Distributed Computing in ICN. ICN Wei Geng, Yulong Zhang, Dirk Kutscher, Abhishek Kumar, Sasu Tarkoma, Pan Hui
2023	J	`jnl`	SoK: Distributed Computing in ICN. CoRR Wei Geng, Yulong Zhang, Dirk Kutscher, Abhishek Kumar, Sasu Tarkoma, Pan Hui
2023	J	`jnl`	The Application of Mobile Sensing to Detect CO and NO IEEE Access Spanddhana Sara, Andrew Rebeiro-Hargrave, Ayu Parmar, Pak Lun Fung, Ishan Patwardhan, Samu Varjonen, C. Rajashekar Reddy, Sachin Chaudhari, Sasu Tarkoma
2023	J	`jnl`	Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs. IEEE Consumer Electron. Mag. Naser Hossein Motlagh, Matti Irjala, Agustin Zuniga, Eemil Lagerspetz, Valtteri Rantala, Huber Flores, Petteri Nurmi, Sasu Tarkoma
2023	—	`conf`	Towards Database and Serverless Runtime Co-Design. StudentWorkshop@CoNEXT Pekka Enberg, Sasu Tarkoma, Ashwin Rao
2023	J	`jnl`	Understanding the Long-Term Evolution of Mobile App Usage. IEEE Trans. Mob. Comput. Tong Li, Yali Fan, Yong Li, Sasu Tarkoma, Pan Hui
2023	J	`jnl`	Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey. IEEE Internet Things J. Naser Hossein Motlagh, Pranvera Kortoçi, Xiang Su, Lauri Lovén, Hans Kristian Hoel, Sindre Bjerkestrand Haugsvær, Varun Srivastava, Casper Fabian Gulbrandsen, Petteri Nurmi, Sasu Tarkoma
2023	J	`jnl`	Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science Using Low-Cost Micro-Clouds. ACM Trans. Internet Things Farooq Dar, Mohan Liyanage, Marko Radeta, Zhigang Yin, Agustin Zuniga, Sokol Kosta, Sasu Tarkoma, Petteri Nurmi, Huber Flores
2023	J	`jnl`	Virtual Sensors: Toward High-Resolution Air Pollution Monitoring using AI and IoT. IEEE Internet Things Mag. Martha Arbayani Zaidan, Naser Hossein Motlagh, Brandon E. Boor, David V. Lu, Petteri Nurmi, Tuukka Petäjä, Aijun Ding, Markku Kulmala, Sasu Tarkoma, Tareq Hussein
2023	J	`jnl`	You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior. ACM Trans. Intell. Syst. Technol. Tong Li, Yong Li, Mingyang Zhang, Sasu Tarkoma, Pan Hui
2022	J	`jnl`	$d$d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics. IEEE Trans. Big Data Yuxing Chen, Peter Goetsch, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
2022	J	`jnl`	AICP: Augmented Informative Cooperative Perception. IEEE Trans. Intell. Transp. Syst. Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Benjamin Finley, Xiujun Wang, Tristan Braud, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui
2022	J	`jnl`	Agora: A Privacy-Aware Data Marketplace. IEEE Trans. Dependable Secur. Comput. Vlasis Koutsos, Dimitrios Papadopoulos, Dimitris Chatzopoulos, Sasu Tarkoma, Pan Hui
2022	J	`jnl`	Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR 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
2022	A*	`conf`	Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests. WWW Yanxin Xi, Tong Li, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui
2022	J	`jnl`	Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration. Computer Huber Flores, Agustin Zuniga, Sasu Tarkoma, Leonardo Tonetto, Tristan Braud, Pan Hui, Yong Li, Mostafa H. Ammar, Petteri Nurmi
2022	A*	`conf`	Context-driven Encrypted Multimedia Traffic Classification on Mobile Devices. PerCom Mohammad Ashraful Hoque, Benjamin Finley, Ashwin Rao, Abhishek Kumar, Pan Hui, Mostafa H. Ammar, Sasu Tarkoma
2022	J	`jnl`	Deep Learning and the Oceans. Computer Marko Radeta, Agustin Zuniga, Naser Hossein Motlagh, Mohan Liyanage, Rúben Freitas, Moustafa Youssef, Sasu Tarkoma, Huber Flores, Petteri Nurmi
2022	J	`jnl`	Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future. Computer Naser Hossein Motlagh, Lauri Lovén, Jacky Cao, Xiaoli Liu, Petteri Nurmi, Schahram Dustdar, Sasu Tarkoma, Xiang Su
2022	J	`jnl`	Evaluation of Low-cost Air Quality Sensor Calibration Models. ACM Trans. Sens. Networks Kasimir Aula, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2022	J	`jnl`	Federated Split GANs. CoRR Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
2022	J	`jnl`	Federated split GANs for collaborative training with heterogeneous devices. Softw. Impacts Yilei Liang, Pranvera Kortoçi, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
2022	—	`conf`	Federated split GANs. FedEdge@MobiCom Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
2022	J	`jnl`	IoT vs. Human: A Comparison of Mobility. IEEE Trans. Mob. Comput. Dianlei Xu, Huandong Wang, Yong Li, Sasu Tarkoma, Depeng Jin, Pan Hui
2022	A*	`conf`	PassWalk: Spatial Authentication Leveraging Lateral Shift and Gaze on Mobile Headsets. ACM Multimedia Abhishek Kumar, Lik-Hang Lee, Jagmohan Chauhan, Xiang Su, Mohammad Ashraful Hoque, Susanna Pirttikangas, Sasu Tarkoma, Pan Hui
2022	A	`conf`	Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery. CIKM Tong Li, Shiduo Xin, Yanxin Xi, Sasu Tarkoma, Pan Hui, Yong Li
2022	J	`jnl`	Programmable Session Layer MULTI-Connectivity. IEEE Access Seppo Hätönen, Ashwin Rao, Sasu Tarkoma
2022	J	`jnl`	Quality of Monitoring for Cellular Networks. IEEE Trans. Netw. Serv. Manag. Naser Hossein Motlagh, Shubham Kapoor, Rola Alhalaseh, Sasu Tarkoma, Kimmo Hätönen
2022	J	`jnl`	Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning. IEEE Geosci. Remote. Sens. Lett. Peifeng Su, Yongchun Liu, Sasu Tarkoma, Andrew Rebeiro-Hargrave, Tuukka Petäjä, Markku Kulmala, Petri Pellikka
2022	J	`jnl`	Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 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
2022	J	`jnl`	See No Evil: Discovering Covert Surveillance Devices Using Thermal Imaging. IEEE Pervasive Comput. Agustin Zuniga, Naser Hossein Motlagh, Mohammad Ashraful Hoque, Sasu Tarkoma, Huber Flores, Petteri Nurmi
2022	J	`jnl`	Smartphone App Usage Analysis: Datasets, Methods, and Applications. IEEE Commun. Surv. Tutorials Tong Li, Tong Xia, Huandong Wang, Zhen Tu, Sasu Tarkoma, Zhu Han, Pan Hui
2022	J	`jnl`	The Many Faces of Edge Intelligence. IEEE Access 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
2022	J	`jnl`	To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage. IEEE Trans. Mob. Comput. Tong Li, Yong Li, Mohammad Ashraful Hoque, Tong Xia, Sasu Tarkoma, Pan Hui
2022	J	`jnl`	Toward City-Scale Litter Monitoring Using Autonomous Ground Vehicles. IEEE Pervasive Comput. Zhigang Yin, Mayowa Olapade, Mohan Liyanage, Farooq Dar, Agustin Zuniga, Naser Hossein Motlagh, Xiang Su, Sasu Tarkoma, Pan Hui, Petteri Nurmi, Huber Flores
2022	J	`jnl`	Trip Purposes Mining From Mobile Signaling Data. IEEE Trans. Intell. Transp. Syst. Zhishuai Li, Gang Xiong, Zebing Wei, Yu Zhang, Meng Zheng, Xiaoli Liu, Sasu Tarkoma, Min Huang, Yisheng Lv, Chuheng Wu
2022	—	`conf`	Trustworthy Distributed Intelligence for Smart Cities. ICDE Workshops Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su
2021	J	`jnl`	5G MEC Computation Handoff for Mobile Augmented Reality. CoRR Pengyuan Zhou, Shuhao Fu, Benjamin Finley, Xuebing Li, Sasu Tarkoma, Jussi Kangasharju, Mostafa H. Ammar, Pan Hui
2021	J	`jnl`	Aggregate Cyber-Risk Management in the IoT Age Cautionary Statistics for (Re)Insurers and Likes. IEEE Internet Things J. Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry
2021	J	`jnl`	Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes. CoRR Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry
2021	J	`jnl`	Augmented Informative Cooperative Perception. CoRR Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Tristan Braud, Xiujun Wang, Benjamin Finley, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui
2021	B	`conf`	Context-Aware Augmented Reality with 5G Edge. GLOBECOM Jacky Cao, Xiaoli Liu, Xiang Su, Sasu Tarkoma, Pan Hui
2021	J	`jnl`	Corrections to "Preference-Based Privacy Markets". IEEE Access Ranjan Pal, Jon Crowcroft, Yixuan Wang, Yong Li, Swades De, Sasu Tarkoma, Mingyan Liu, Bodhibrata Nag, Abhishek Kumar, Pan Hui
2021	J	`jnl`	Corrections to Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes. IEEE Internet Things J. Ranjan Pal, Ziyuan Huang, Xinlong Yin, Sergey V. Lototsky, Swades De, Sasu Tarkoma, Mingyan Liu, Jon Crowcroft, Nishanth Sastry
2021	J	`jnl`	Demographics of mobile app usage: long-term analysis of mobile app usage. CCF Trans. Pervasive Comput. Interact. Zhen Tu, Hancheng Cao, Eemil Lagerspetz, Yali Fan, Huber Flores, Sasu Tarkoma, Petteri Nurmi, Yong Li
2021	J	`jnl`	Edge Intelligence: Empowering Intelligence to the Edge of Network. Proc. IEEE Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Tao Jiang, Jon Crowcroft, Pan Hui
2021	J	`jnl`	FlexState: Flexible State Management of Network Functions. IEEE Access Matteo Pozza, Ashwin Rao, Diego Lugones, Sasu Tarkoma
2021	J	`jnl`	Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf
2021	J	`jnl`	Intelligent and Scalable Air Quality Monitoring With 5G Edge. IEEE Internet Comput. Xiang Su, Xiaoli Liu, Naser Hossein Motlagh, Jacky Cao, Peifeng Su, Petri Pellikka, Yongchun Liu, Tuukka Petäjä, Markku Kulmala, Pan Hui, Sasu Tarkoma
2021	J	`jnl`	Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. ACM Trans. Sens. Networks Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Xiaoli Liu, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma
2021	—	`conf`	Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. WF-IoT Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma
2021	J	`jnl`	Multi-Cloud Connectivity for Kubernetes in 5G Networks. IEEE Commun. Mag. Lirim Osmani, Tero Kauppinen, Miika Komu, Sasu Tarkoma
2021	—	`conf`	Orchestrating Intelligent Network Operations in Programmable Networks. CSCN Seppo Hätönen, Ibbad Hafeez, Julien Mineraud, Ashwin Rao, Sasu Tarkoma
2021	J	`jnl`	Privacy-preserving data sharing via probabilistic modeling. Patterns Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Antti Honkela, Samuel Kaski
2021	J	`jnl`	Real, Forged or Deep Fake? Enabling the Ground Truth on the Internet. IEEE Access Mohammad Ashraful Hoque, Md Sadek Ferdous, Mohsin Khan, Sasu Tarkoma
2021	J	`jnl`	Roadmap for Edge AI: A Dagstuhl Perspective. CoRR 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
2021	J	`jnl`	Sketching an AI Marketplace: Tech, Economic, and Regulatory Aspects. IEEE Access Abhishek Kumar, Benjamin Finley, Tristan Braud, Sasu Tarkoma, Pan Hui
2021	J	`jnl`	The Impact of Covid-19 on Smartphone Usage. IEEE Internet Things J. Tong Li, Mingyang Zhang, Yong Li, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui
2021	J	`jnl`	The mobility laws of location-based games. EPJ Data Sci. Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi
2021	J	`jnl`	Toward Large-Scale Autonomous Marine Pollution Monitoring. IEEE Internet Things Mag. Huber Flores, Naser Hossein Motlagh, Agustin Zuniga, Mohan Liyanage, Monica Passananti, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi
2021	J	`jnl`	mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario. IEEE Netw. Naser Hossein Motlagh, Ibrahim Afolabi, Matteo Pozza, Miloud Bagaa, Tarik Taleb, Sasu Tarkoma, Hannu Flinck
2020	A*	`conf`	"What Apps Did You Use?": Understanding the Long-term Evolution of Mobile App Usage. WWW Tong Li, Mingyang Zhang, Hancheng Cao, Yong Li, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	6G White Paper on Edge Intelligence. CoRR Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang
2020	J	`jnl`	A Survey on Edge Intelligence. CoRR Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	Agora: A Privacy-Aware Data Marketplace. IACR Cryptol. ePrint Arch. Vlasis Koutsos, Dimitrios Papadopoulos, Dimitris Chatzopoulos, Sasu Tarkoma, Pan Hui
2020	A	`conf`	Agora: A Privacy-aware Data Marketplace. ICDCS Vlasis Koutsos, Dimitrios Papadopoulos, Dimitris Chatzopoulos, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	An SDN Perspective on Multi-Connectivity and Seamless Flow Migration. IEEE Netw. Lett. Seppo Hätönen, Md Tanvir Ishtaique ul Huque, Ashwin Rao, Guillaume Jourjon, Vincent Gramoli, Sasu Tarkoma
2020	B	`conf`	BONIK: A Blockchain Empowered Chatbot for Financial Transactions. TrustCom Md. Saiful Islam Bhuiyan, Abdur Razzak, Md Sadek Ferdous, Mohammad Jabed Morshed Chowdhury, Mohammad Ashraful Hoque, Sasu Tarkoma
2020	J	`jnl`	BONIK: A Blockchain Empowered Chatbot for Financial Transactions. CoRR Md. Saiful Islam Bhuiyan, Abdur Razzak, Md Sadek Ferdous, Mohammad Jabed Morshed Chowdhury, Mohammad Ashraful Hoque, Sasu Tarkoma
2020	J	`jnl`	Band Ranking via Extended Coefficient of Variation for Hyperspectral Band Selection. Remote. Sens. Peifeng Su, Sasu Tarkoma, Petri K. E. Pellikka
2020	Misc	`conf`	Battery Health Estimation for IoT Devices using V-Edge Dynamics. HotMobile Arjun Kumar, Mohammad Ashraful Hoque, Petteri Nurmi, Michael G. Pecht, Sasu Tarkoma, Junehwa Song
2020	—	`conf`	Bayesian Inference Federated Learning for Heart Rate Prediction. MobiHealth Lei Fang, Xiaoli Liu, Xiang Su, Juan Ye, Simon Dobson, Pan Hui, Sasu Tarkoma
2020	A*	`conf`	COSINE: Collaborator Selector for Cooperative Multi-Device Sensing and Computing. PerCom Huber Flores, Agustin Zuniga, Farbod Faghihi, Xin Li, Samuli Hemminki, Sasu Tarkoma, Pan Hui, Petteri Nurmi
2020	J	`jnl`	Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives. Sensors Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	FlexState: Enabling Innovation in Network Function State Management. CoRR Matteo Pozza, Ashwin Rao, Diego Lugones, Sasu Tarkoma
2020	J	`jnl`	GeoMatch: Efficient Large-scale Map Matching on Apache Spark. Trans. Data Sci. Ayman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Nurmi, Sasu Tarkoma, Huy T. Vo
2020	J	`jnl`	Human Data Model: Improving Programmability of Health and Well-Being Data for Enhanced Perception and Interaction. ACM Trans. Comput. Heal. Niko Mäkitalo, Daniel Flores-Martín, Huber Flores, Eemil Lagerspetz, François Christophe, Petri Ihantola, Masiar Babazadeh, Pan Hui, Juan Manuel Murillo, Sasu Tarkoma, Tommi Mikkonen
2020	J	`jnl`	In Situ Network and Application Performance Measurement on Android Devices and the Imperfections. CoRR Mohammad Ashraful Hoque, Ashwin Rao, Sasu Tarkoma
2020	J	`jnl`	Input-Adaptive Proxy for Black Carbon as a Virtual Sensor. Sensors Pak Lun Fung, Martha Arbayani Zaidan, Salla Sillanpää, Anu Kousa, Jarkko V. Niemi, Hilkka Timonen, Joel Kuula, Erkka Saukko, Krista Luoma, Tuukka Petäjä, Sasu Tarkoma, Markku Kulmala, Tareq Hussein
2020	J	`jnl`	IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge. IEEE Trans. Netw. Serv. Manag. Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma
2020	J	`jnl`	Marketplace for AI Models. CoRR Abhishek Kumar, Benjamin Finley, Tristan Braud, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	Multiple Set Matching with Bloom Matrix and Bloom Vector. ACM Trans. Knowl. Discov. Data Francesco Concas, Pengfei Xu, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
2020	J	`jnl`	Network and Application Performance Measurement Challenges on Android Devices. SIGMETRICS Perform. Evaluation Rev. Mohammad Ashraful Hoque, Ashwin Rao, Sasu Tarkoma
2020	J	`jnl`	On Reconfiguring 5G Network Slices. IEEE J. Sel. Areas Commun. Matteo Pozza, Patrick K. Nicholson, Diego Lugones, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2020	—	`conf`	PENGUIN: aquatic plastic pollution sensing using AUVs. DroNet@MobiSys Huber Flores, Agustin Zuniga, Naser Hossein Motlagh, Mohan Liyanage, Monica Passananti, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi
2020	Misc	`conf`	Poster: User-space Networking Libraries & Control Plane Negotiations for Seamless Multi-connectivity. SEC Seppo Hätönen, Ashwin Rao, Sasu Tarkoma
2020	J	`jnl`	Preference-Based Privacy Markets. IEEE Access Ranjan Pal, Jon Crowcroft, Yixuan Wang, Yong Li, Swades De, Sasu Tarkoma, Mingyan Liu, Bodhibrata Nag, Abhishek Kumar, Pan Hui
2020	B	`conf`	Sensing multimedia contexts on mobile devices. NOSSDAV Mohammad Ashraful Hoque, Ashwin Rao, Abhishek Kumar, Mostafa H. Ammar, Pan Hui, Sasu Tarkoma
2020	A	`conf`	The bits of silence: redundant traffic in VoIP. MMSys Mohammad Ashraful Hoque, Petteri Nurmi, Matti Siekkinen, Pan Hui, Sasu Tarkoma
2020	J	`jnl`	Toward Large-Scale Autonomous Monitoring and Sensing of Underwater Pollutants. CoRR Huber Flores, Naser Hossein Motlagh, Agustin Zuniga, Mohan Liyanage, Monica Passananti, Sasu Tarkoma, Moustafa Youssef, Petteri Nurmi
2020	J	`jnl`	Toward Massive Scale Air Quality Monitoring. IEEE Commun. Mag. Naser Hossein Motlagh, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma, Eemil Lagerspetz, Petteri Nurmi, Xin Li, Samu Varjonen, Julien Mineraud, Matti Siekkinen, Andrew Rebeiro-Hargrave, Tareq Hussein
2020	—	`conf`	Trustworthy AI in the Age of Pervasive Computing and Big Data. PerCom Workshops Abhishek Kumar, Tristan Braud, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	Trustworthy AI in the Age of Pervasive Computing and Big Data. CoRR Abhishek Kumar, Tristan Braud, Sasu Tarkoma, Pan Hui
2020	J	`jnl`	Validation Frameworks for Self-Driving Vehicles: A Survey. CoRR Francesco Concas, Jukka K. Nurminen, Tommi Mikkonen, Sasu Tarkoma
2020	J	`jnl`	When Are Cyber Blackouts in Modern Service Networks Likely?: A Network Oblivious Theory on Cyber (Re)Insurance Feasibility. ACM Trans. Manag. Inf. Syst. Ranjan Pal, Konstantinos Psounis, Jon Crowcroft, Frank P. Kelly, Pan Hui, Sasu Tarkoma, Abhishek Kumar, John Kelly, Aritra Chatterjee, Leana Golubchik, Nishanth Sastry, Bodhibrata Nag
2019	J	`jnl`	A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration. CoRR Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma
2019	—	`conf`	AppLens 2019: the 2nd international workshop on mining and learning from smartphone apps for users. UbiComp/ISWC Adjunct Sha Zhao, Yong Li, Sasu Tarkoma, Zhiwen Yu, Anind K. Dey, Gang Pan
2019	B	`conf`	Composing 5G Network Slices by Co-locating VNFs in μslices. Networking Matteo Pozza, Akanksha Patel, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2019	A	`conf`	Cost-effective Resource Provisioning for Spark Workloads. CIKM Yuxing Chen, Jiaheng Lu, Chen Chen, Mohammad Ashraful Hoque, Sasu Tarkoma
2019	J	`jnl`	Crowd Replication: Sensing-Assisted Quantification of Human Behavior in Public Spaces. ACM Trans. Spatial Algorithms Syst. Samuli Hemminki, Keisuke Kuribayashi, Shin'ichi Konomi, Petteri Nurmi, Sasu Tarkoma
2019	A*	`conf`	DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification. PerCom Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen, Claudio Soriente, Sasu Tarkoma, N. Asokan
2019	—	`conf`	Enhancing Indoor IoT Communication with Visible Light and Ultrasound. ICC Michael Haus, Aaron Yi Ding, Qing Wang, Juhani Toivonen, Leonardo Tonetto, Sasu Tarkoma, Jörg Ott
2019	J	`jnl`	Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates. ACM Trans. Web Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2019	A	`conf`	I/O Is Faster Than the CPU: Let's Partition Resources and Eliminate (Most) OS Abstractions. HotOS Pekka Enberg, Ashwin Rao, Sasu Tarkoma
2019	C	`conf`	Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. INDIN Naser Hossein Motlagh, Petteri Nurmi, Sasu Tarkoma, Martha Arbayani Zaidan, Eemil Lagerspetz, Samu Varjonen, Juhani Toivonen, Julien Mineraud, Andrew Rebeiro-Hargrave, Matti Siekkinen, Tareq Hussein
2019	—	`conf`	MegaSense: 5G and AI for Air Quality Monitoring. SmartCity360° Sasu Tarkoma, Xiaoli Liu, Andrew Rebeiro-Hargrave, Samu Varjonen
2019	C	`conf`	MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. INDIN Eemil Lagerspetz, Sasu Tarkoma, Tareq Hussein, Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Julien Mineraud, Samu Varjonen, Matti Siekkinen, Petteri Nurmi, Yutaka Matsumi
2019	J	`jnl`	Multiple Set Matching and Pre-Filtering with Bloom Multifilters. CoRR Francesco Concas, Pengfei Xu, Mohammad Ashraful Hoque, Jiaheng Lu, Sasu Tarkoma
2019	—	`conf`	Partition-Aware Packet Steering Using XDP and eBPF for Improving Application-Level Parallelism. ENCP@CoNEXT Pekka Enberg, Ashwin Rao, Sasu Tarkoma
2019	J	`jnl`	Privacy-preserving data sharing via probabilistic modelling. CoRR Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Samuel Kaski, Antti Honkela
2019	—	`conf`	Protecting IoT-environments against Traffic Analysis Attacks with Traffic Morphing. PerCom Workshops Ibbad Hafeez, Markku Antikainen, Sasu Tarkoma
2019	—	`conf`	The Impact of Thread-Per-Core Architecture on Application Tail Latency. ANCS Pekka Enberg, Ashwin Rao, Sasu Tarkoma
2019	A*	`conf`	Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention. WWW Agustin Zuniga, Huber Flores, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Jukka Manner
2018	J	`jnl`	Barriers in Seamless QoS for Mobile Applications. CoRR Mohammad Ashraful Hoque, Hassan Abbas, Tong Li, Yong Li, Pan Hui, Sasu Tarkoma
2018	Misc	`conf`	Demo: Managing Sensing Resources at the Edge using Cloud OSes. SEC Lirim Osmani, Ashwin Rao, Samu Varjonen, Eemil Lagerspetz, Hannu Flinck, Sasu Tarkoma
2018	A*	`conf`	Demo: MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge. MobiCom Eemil Lagerspetz, Samu Varjonen, Francesco Concas, Julien Mineraud, Sasu Tarkoma
2018	—	`ch.`	Evidence-Aware Mobile Cloud Architectures. Mobile Big Data Huber Flores, Vassilis Kostakos, Sasu Tarkoma, Pan Hui, Yong Li
2018	J	`jnl`	Evidence-Aware Mobile Computational Offloading. IEEE Trans. Mob. Comput. Huber Flores, Pan Hui, Petteri Nurmi, Eemil Lagerspetz, Sasu Tarkoma, Jukka Manner, Vassilis Kostakos, Yong Li, Xiang Su
2018	—	`conf`	GeoMatch: Efficient Large-Scale Map Matching on Apache Spark. IEEE BigData Ayman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Nurmi, Sasu Tarkoma, Huy T. Vo
2018	J	`jnl`	IoT-KEEPER: Securing IoT Communications in Edge Networks. CoRR Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma
2018	—	`conf`	MobileCloudSim: A Context-aware Simulation Toolkit for Mobile Computational Offloading. UbiComp/ISWC Adjunct Huber Flores, Sasu Tarkoma, Petteri Nurmi, Pan Hui
2018	J	`jnl`	Network-In-a-Box: A Survey About On-Demand Flexible Networks. IEEE Commun. Surv. Tutorials Matteo Pozza, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2018	—	`conf`	Pervasive Communities in the Internet of People. PerCom Workshops Eemil Lagerspetz, Huber Flores, Niko Mäkitalo, Pan Hui, Petteri Nurmi, Sasu Tarkoma, Andrea Passarella, Jörg Ott, Peter Reichl, Marco Conti, Markus Fiedler, Jatinder Singh, Thorsten Strufe, Tobias Hoßfeld, Anders Lindgren, Daniele Quercia
2018	J	`jnl`	Proximity Verification Based on Acoustic Room Impulse Response. CoRR Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen, Sasu Tarkoma, N. Asokan
2018	B	`conf`	Real-Time IoT Device Activity Detection in Edge Networks. NSS Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
2018	B	`conf`	SWIFT: Bringing SDN-Based Flow Management to Commodity Wi-Fi Access Pointes. Networking Seppo Hätönen, Petri Savolainen, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2018	J	`jnl`	Secure Cloud Connectivity for Scientific Applications. IEEE Trans. Serv. Comput. Lirim Osmani, Salman Toor, Miika Komu, Matti J. Kortelainen, Tomas Lindén, John White, Rasib Hassan Khan, Paula Eerola, Sasu Tarkoma
2018	A	`conf`	Sensorclone: a framework for harnessing smart devices with virtual sensors. MMSys Huber Flores, Pan Hui, Sasu Tarkoma, Yong Li, Theodoros Anagnostopoulos, Vassilis Kostakos, Chu Luo, Xiang Su
2018	B	`conf`	The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
2017	—	`conf`	A refactoring approach for optimizing mobile networks. ICC Matteo Pozza, Ashwin Rao, Armir Bujari, Hannu Flinck, Claudio E. Palazzi, Sasu Tarkoma
2017	—	`conf`	Assessing IOT Projects in University Education - A Framework for Problem-Based Learning. ICSE-SEET Hanna Mäenpää, Samu Varjonen, Arto Hellas, Sasu Tarkoma, Tomi Männistö
2017	—	`conf`	Differentially private Bayesian learning on distributed data. NIPS Mikko A. Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela
2017	J	`jnl`	Full Charge Capacity and Charging Diagnosis of Smartphone Batteries. IEEE Trans. Mob. Comput. Mohammad Ashraful Hoque, Matti Siekkinen, Jonghoe Koo, Sasu Tarkoma
2017	J	`jnl`	Guest Editorial Privacy Issues in Internet of Things. IEEE Internet Things J. Richard Mortier, Jon Crowcroft, Charith Perera, Sasu Tarkoma, Peter Christen
2017	—	`conf`	IOTURVA: Securing Device-to-Device (D2D) Communication in IoT Networks. CHANTS@MOBICOM Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma
2017	A	`conf`	IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2017	A	`conf`	IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2017	—	`conf`	Large-scale offloading in the Internet of Things. PerCom Workshops Huber Flores, Xiang Su, Vassilis Kostakos, Aaron Yi Ding, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Yong Li
2017	A	`conf`	Modeling Mobile Code Acceleration in the Cloud. ICDCS Huber Flores, Xiang Su, Vassilis Kostakos, Jukka Riekki, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui, Yong Li, Jukka Manner
2017	—	`conf`	NoSQL stores for coreless mobile networks. CSCN Frans Ojala, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2017	A*	`conf`	Poster: IoTURVA: Securing Device-to-Device Communications for IoT. MobiCom Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
2017	—	`ed.`	Proceedings of the 12th Workshop on Challenged Networks, CHANTS@MOBICOM 2017, Snowbird, UT, USA, October 20, 2017 CHANTS@MOBICOM Sasu Tarkoma, Lars C. Wolf
2017	J	`jnl`	Securing Edge Networks with Securebox. CoRR Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma
2017	J	`jnl`	Security and Privacy in Device-to-Device (D2D) Communication: A Review. IEEE Commun. Surv. Tutorials Michael Haus, Muhammad Waqas, Aaron Yi Ding, Yong Li, Sasu Tarkoma, Jörg Ott
2017	J	`jnl`	Social-aware hybrid mobile offloading. Pervasive Mob. Comput. Huber Flores, Rajesh Sharma, Denzil Ferreira, Vassilis Kostakos, Jukka Manner, Sasu Tarkoma, Pan Hui, Yong Li
2017	Misc	`conf`	Spying on Android users through targeted ads. COMSNETS Eeva Terkki, Ashwin Rao, Sasu Tarkoma
2017	—	`conf`	The 5D approach to control and manage smart spaces. EuCNC Seppo Hätönen, Julien Mineraud, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2017	J	`jnl`	Toward Secure Edge Networks: Taming Device-to-Device (D2D) Communication in IoT. CoRR Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
2016	J	`jnl`	A gap analysis of Internet-of-Things platforms. Comput. Commun. Julien Mineraud, Oleksiy Mazhelis, Xiang Su, Sasu Tarkoma
2016	J	`jnl`	Analysis of systems to process massive data stream. CoRR Maninder Pal Singh, Mohammad Ashraful Hoque, Sasu Tarkoma
2016	J	`jnl`	Automatic City Region Analysis for Urban Routing. CoRR Kai Zhao, C. Mohan Prasath, Sasu Tarkoma
2016	J	`jnl`	Characterizing Smartphone Power Management in the Wild. CoRR Mohammad Ashraful Hoque, Sasu Tarkoma
2016	—	`conf`	Characterizing smartphone power management in the wild. UbiComp Adjunct Mohammad Ashraful Hoque, Sasu Tarkoma
2016	J	`jnl`	Collaborative and Energy-Efficient Speech Monitoring on Smart Devices. Computer Jarno Leppanen, Mikko Pelkonen, Haipeng Guo, Samuli Hemminki, Petteri Nurmi, Sasu Tarkoma
2016	J	`jnl`	Constella: Crowdsourced system setting recommendations for mobile devices. Pervasive Mob. Comput. Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2016	Misc	`conf`	Demo Abstract: Securebox - A Platform to Safeguard Network Edge. SEC Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Sasu Tarkoma
2016	Misc	`conf`	Demo Abstract: Spaceify, an Edge Computing Platform for Web of Things. SEC Petri Savolainen, Jouni Vepsäläinen, Jouni Ojala, Max Vilkki, Sasu Tarkoma, Giulio Jacucci
2016	J	`jnl`	Investigating User Profiling and Privacy Leaks in Mobile Ad Networks. Tiny Trans. Comput. Sci. Eeva Terkki, Ashwin Rao, Sasu Tarkoma
2016	J	`jnl`	IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT. CoRR Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2016	J	`jnl`	Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices. ACM Comput. Surv. Mohammad Ashraful Hoque, Matti Siekkinen, Kashif Nizam Khan, Yu Xiao, Sasu Tarkoma
2016	J	`jnl`	Multipath Transmission for the Internet: A Survey. IEEE Commun. Surv. Tutorials Ming Li, Andrey Lukyanenko, Zhonghong Ou, Antti Ylä-Jääski, Sasu Tarkoma, Matthieu Coudron, Stefano Secci
2016	A*	`conf`	Off-the-Shelf Software-defined Wi-Fi Networks. SIGCOMM Seppo Hätönen, Petri Savolainen, Ashwin Rao, Hannu Flinck, Sasu Tarkoma
2016	J	`jnl`	Online Full Charge Capacity Modeling of Smartphone Batteries. CoRR Mohammad Ashraful Hoque, Matti Siekkinen, Sasu Tarkoma
2016	Misc	`conf`	Poster Abstract: SenSe - Sensing Data Analytics at Scale Beyond the Edge Network. SEC Mohammad Ashraful Hoque, Sasu Tarkoma
2016	—	`conf`	Quantitative evaluation of public spaces using crowd replication. SIGSPATIAL/GIS Samuli Hemminki, Keisuke Kuribayashi, Shin'ichi Konomi, Petteri Nurmi, Sasu Tarkoma
2016	—	`conf`	Securebox: Toward Safer and Smarter IoT Networks. CAN@CoNEXT Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Alexey Kirichenko, Sasu Tarkoma
2016	—	`conf`	Social-aware device-to-device communication: a contribution for edge and fog computing? UbiComp Adjunct Huber Flores, Denzil Ferreira, Chu Luo, Vassilis Kostakos, Pan Hui, Rajesh Sharma, Sasu Tarkoma, Yong Li
2016	J	`jnl`	Solving Signaling Storm through Long-Term Evolution Refactoring. Tiny Trans. Comput. Sci. Matteo Pozza, Heikki Lindholm, Hannu Flinck, Claudio E. Palazzi, Ashwin Rao, Sasu Tarkoma
2016	J	`jnl`	Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2016	—	`conf`	Too big to mail: On the way to publish large-scale mobile analytics data. IEEE BigData Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2016	—	`conf`	Urban human mobility data mining: An overview. IEEE BigData Kai Zhao, Sasu Tarkoma, Siyuan Liu, Huy T. Vo
2016	J	`jnl`	Web-Based Public-Screen Gaming: Insights from Deployments. IEEE Pervasive Comput. Jouni Vepsäläinen, Petri Savolainen, Jouni Ojala, Antonella Di Rienzo, Matti Nelimarkka, Kai Kuikkaniemi, Sasu Tarkoma, Giulio Jacucci
2016	J	`jnl`	Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption. IEEE Pervasive Comput. Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2015	J	`jnl`	A gap analysis of Internet-of-Things platforms. CoRR Julien Mineraud, Oleksiy Mazhelis, Xiang Su, Sasu Tarkoma
2015	J	`jnl`	Adaptive Lookup for Unstructured Peer-to-Peer Overlays. CoRR K. Haribabu, Dayakar Reddy, Chittaranjan Hota, Antti Ylä-Jääski, Sasu Tarkoma
2015	—	`conf`	Automatic City Region Analysis for Urban Routing. ICDM Workshops Kai Zhao, Mohan Prasath Chinnasamy, Sasu Tarkoma
2015	A	`conf`	Blending Problem- and Project-Based Learning in Internet of Things Education: Case Greenhouse Maintenance. SIGCSE Hanna Mäenpää, Sasu Tarkoma, Samu Varjonen, Arto Vihavainen
2015	Misc	`conf`	Checksum gestures: continuous gestures as an out-of-band channel for secure pairing. UbiComp Imtiaj Ahmed, Yina Ye, Sourav Bhattacharya, N. Asokan, Giulio Jacucci, Petteri Nurmi, Sasu Tarkoma
2015	J	`jnl`	Contemporary Internet of Things platforms. CoRR Julien Mineraud, Oleksiy Mazhelis, Xiang Su, Sasu Tarkoma
2015	A*	`conf`	Demo: An Open-source Software Defined Platform for Collaborative and Energy-aware WiFi Offloading. MobiCom Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Jon Crowcroft
2015	—	`conf`	Demo: Cloud-based Security as a Service for Smart IoT Environments. S3@MobiCom Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Seppo Hätönen, Valtteri Niemi, Sasu Tarkoma
2015	A*	`conf`	Energy modeling of system settings: A crowdsourced approach. PerCom Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2015	J	`jnl`	MTAF: An Adaptive Design for Keyword-Based Content Dissemination on DHT Networks. IEEE Trans. Parallel Distributed Syst. Weixiong Rao, Roman Vitenberg, Lei Chen, Sasu Tarkoma
2015	J	`jnl`	Mobile code offloading: from concept to practice and beyond. IEEE Commun. Mag. Huber Flores, Pan Hui, Sasu Tarkoma, Yong Li, Satish Narayana Srirama, Rajkumar Buyya
2015	J	`jnl`	Mobile multimedia streaming techniques: QoE and energy saving perspective. Pervasive Mob. Comput. Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma
2015	B	`conf`	Personal Device as a Controller for Interactive Surfaces: Usability and Utility of Different Connection Methods. ITS Jouni Vepsäläinen, Antonella Di Rienzo, Matti Nelimarkka, Jouni A. Ojala, Petri Savolainen, Kai Kuikkaniemi, Sasu Tarkoma, Giulio Jacucci
2015	A*	`conf`	Poster: Extremely Parallel Resource Pre-Fetching for Energy Optimized Mobile Web Browsing. MobiCom Mohammad Ashraful Hoque, Sasu Tarkoma, Tuikku Anttila
2015	A*	`conf`	Poster: VPN Tunnels for Energy Efficient Multimedia Streaming. MobiCom Mohammad Ashraful Hoque, Kasperi Saarikoski, Eemil Lagerspetz, Julien Mineraud, Sasu Tarkoma
2015	J	`jnl`	Smart Spaces. IEEE Pervasive Comput. Sumi Helal, Sasu Tarkoma
2015	—	`conf`	State Space Analysis to Refactor the Mobile Core. AllThingsCellular@SIGCOMM Heikki Lindholm, Lirim Osmani, Hannu Flinck, Sasu Tarkoma, Ashwin Rao
2015	J	`jnl`	Sudden Drop in the Battery Level?: Understanding Smartphone State of Charge Anomaly. ACM SIGOPS Oper. Syst. Rev. Mohammad Ashraful Hoque, Sasu Tarkoma
2015	—	`conf`	Sudden drop in the battery level?: understanding smartphone state of charge anomaly. HotPower@SOSP Mohammad Ashraful Hoque, Sasu Tarkoma
2015	J	`jnl`	Toward interoperability for the Internet of Things with meta-hubs. CoRR Julien Mineraud, Sasu Tarkoma
2015	J	`jnl`	Towards Disruption Tolerant ICN. CoRR Hasan M. A. Islam, Andrey Lukyanenko, Sasu Tarkoma, Antti Ylä-Jääski
2015	J	`jnl`	Towards Maximizing Timely Content Delivery in Delay Tolerant Networks. IEEE Trans. Mob. Comput. Weixiong Rao, Kai Zhao, Yan Zhang, Pan Hui, Sasu Tarkoma
2015	C	`conf`	Towards disruption tolerant ICN. ISCC Hasan M. A. Islam, Andrey Lukyanenko, Sasu Tarkoma, Antti Ylä-Jääski
2015	—	`conf`	Vision: Augmenting WiFi Offloading with An Open-source Collaborative Platform. MCS@MobiCom Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Henning Schulzrinne, Jon Crowcroft
2015	—	`conf`	You are AIRing too Much: Assessing the Privacy of Users in Crowdsourcing Environmental Data. TrustCom/BigDataSE/ISPA (1) Julien Mineraud, Federico Lancerin, Sasitharan Balasubramaniam, Mauro Conti, Sasu Tarkoma
2014	J	`jnl`	Bridging the gap between internet standardization and networking research. Comput. Commun. Rev. Aaron Yi Ding, Jouni Korhonen, Teemu Savolainen, Markku Kojo, Jörg Ott, Sasu Tarkoma, Jon Crowcroft
2014	—	`conf`	Building Blocks for an Elastic Mobile Core. CoNEXT Student Workshop Lirim Osmani, Heikki Lindholm, Binoy Chemmagate, Ashwin Rao, Sasu Tarkoma, Johanna Heinonen, Hannu Flinck
2014	J	`jnl`	Evaluating continuous top-k queries over document streams. World Wide Web Weixiong Rao, Lei Chen, Shudong Chen, Sasu Tarkoma
2014	J	`jnl`	Explaining the Power-law Distribution of Human Mobility Through Transportation Modality Decomposition. CoRR Kai Zhao, Mirco Musolesi, Pan Hui, Weixiong Rao, Sasu Tarkoma
2014	C	`conf`	Gravity and linear acceleration estimation on mobile devices. MobiQuitous Samuli Hemminki, Petteri Nurmi, Sasu Tarkoma
2014	A*	`conf`	How carat affects user behavior: implications for mobile battery awareness applications. CHI Kumaripaba Athukorala, Eemil Lagerspetz, Maria von Kügelgen, Antti Jylhä, Adam J. Oliner, Sasu Tarkoma, Giulio Jacucci
2014	—	`conf`	MDoctor: A Mobile Malware Prognosis Application. ICDCS Workshops Eemil Lagerspetz, Hien Thi Thu Truong, Sasu Tarkoma, N. Asokan
2014	J	`jnl`	Modeling Energy Consumption of Data Transmission Over Wi-Fi. IEEE Trans. Mob. Comput. Yu Xiao, Yong Cui, Petri Savolainen, Matti Siekkinen, An Wang, Liu Yang, Antti Ylä-Jääski, Sasu Tarkoma
2014	A	`conf`	Poster: SoftOffload: a programmable approach toward collaborative mobile traffic offloading. MobiSys Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma
2014	J	`jnl`	Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach. CoRR Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto
2014	J	`jnl`	Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach. ACM Trans. Multim. Comput. Commun. Appl. Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto
2014	—	`conf`	Software Defined 5G Mobile Backhaul. 5GU José Costa-Requena, Raimo Kantola, Aaron Yi Ding, Jukka Manner, Yanhe Liu, Sasu Tarkoma
2014	J	`jnl`	Software defined networking for security enhancement in wireless mobile networks. Comput. Networks Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma, Hannu Flinck
2014	A*	`conf`	The company you keep: mobile malware infection rates and inexpensive risk indicators. WWW Hien Thi Thu Truong, Eemil Lagerspetz, Petteri Nurmi, Adam J. Oliner, Sasu Tarkoma, N. Asokan, Sourav Bhattacharya
2014	J	`jnl`	Tolerating path heterogeneity in multipath TCP with bounded receive buffers. Comput. Networks Ming Li, Andrey Lukyanenko, Sasu Tarkoma, Yong Cui, Antti Ylä-Jääski
2013	Misc	`conf`	Accelerometer-based transportation mode detection on smartphones. SenSys Samuli Hemminki, Petteri Nurmi, Sasu Tarkoma
2013	J	`jnl`	Bitlist: New Full-text Index for Low Space Cost and Efficient Keyword Search. Proc. VLDB Endow. Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma
2013	Misc	`conf`	Carat: collaborative energy diagnosis for mobile devices. SenSys Adam J. Oliner, Anand P. Iyer, Ion Stoica, Eemil Lagerspetz, Sasu Tarkoma
2013	Misc	`conf`	CoSense: a collaborative sensing platform for mobile devices. SenSys Samuli Hemminki, Kai Zhao, Aaron Yi Ding, Martti Rannanjärvi, Sasu Tarkoma, Petteri Nurmi
2013	A	`conf`	Efficient new delayed ACK for TCP: old problem, new insight. MSWiM Ming Li, Andrey Lukyanenko, Sasu Tarkoma, Antti Ylä-Jääski
2013	B	`conf`	Enabling energy-aware collaborative mobile data offloading for smartphones. SECON Aaron Yi Ding, Bo Han, Yu Xiao, Pan Hui, Aravind Srinivasan, Markku Kojo, Sasu Tarkoma
2013	J	`jnl`	Mobile Multimedia Streaming : QoE and Energy Consumption Perspective. CoRR Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma
2013	A	`conf`	Replication-Based Load Balancing in Distributed Content-Based Publish/Subscribe. IPDPS Weixiong Rao, Chao Chen, Pan Hui, Sasu Tarkoma
2013	A*	`conf`	Spaceify: a client-edge-server ecosystem for mobile computing in smart spaces. MobiCom Petri Savolainen, Sumi Helal, Jukka Reitmaa, Kai Kuikkaniemi, Giulio Jacucci, Mikko Rinne, Marko Turpeinen, Sasu Tarkoma
2013	—	`conf`	Subscription Privacy Protection in Topic-Based Pub/Sub. DASFAA (1) Weixiong Rao, Lei Chen, Mingxuan Yuan, Sasu Tarkoma, Hong Mei
2013	J	`jnl`	The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators. CoRR Hien Thi Thu Truong, Eemil Lagerspetz, Petteri Nurmi, Adam J. Oliner, Sasu Tarkoma, N. Asokan, Sourav Bhattacharya
2013	B	`conf`	The Delayed ACK evolution in MPTCP. GLOBECOM Ming Li, Andrey Lukyanenko, Sasu Tarkoma, Antti Ylä-Jääski
2013	J	`jnl`	The internet of things program: the finnish perspective. IEEE Commun. Mag. Sasu Tarkoma, Heikki Ailisto
2013	A*	`conf`	Tolerating path heterogeneity in multipath TCP with bounded receive buffers. SIGMETRICS Ming Li, Andrey Lukyanenko, Sasu Tarkoma, Yong Cui, Antti Ylä-Jääski
2013	J	`jnl`	Toward Efficient Filter Privacy-Aware Content-Based Pub/Sub Systems. IEEE Trans. Knowl. Data Eng. Weixiong Rao, Lei Chen, Sasu Tarkoma
2013	—	`conf`	Towards a Minimal Core for Information-Centric Networking. Future Internet Assembly Kari Visala, Dmitrij Lagutin, Sasu Tarkoma
2012	—	`conf`	Collaborative Energy Debugging for Mobile Devices. HotDep Adam J. Oliner, Anand P. Iyer, Eemil Lagerspetz, Sasu Tarkoma
2012	—	`conf`	Enabling energy-aware mobile data offloading for smartphones through vertical collaboration. StudentWorkshop@CoNEXT Aaron Yi Ding, Pan Hui, Markku Kojo, Sasu Tarkoma
2012	—	`conf`	Energy-aware keyword search on mobile phones. MCC@SIGCOMM Weixiong Rao, Kai Zhao, Eemil Lagerspetz, Pan Hui, Sasu Tarkoma
2012	A	`conf`	MOVE: A Large Scale Keyword-Based Content Filtering and Dissemination System. ICDCS Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma
2012	B	`conf`	Maximizing timely content advertising in DTNs. SECON Weixiong Rao, Kai Zhao, Yan Zhans, Pan Hui, Sasu Tarkoma
2012	J	`jnl`	Probabilistic Multi-path Routing for Multimedia Over Wireless Mesh Networks. Ad Hoc Sens. Wirel. Networks Yong Cui, Wenjie Hu, Hongyi Wang, Dechang Chen, Sasu Tarkoma, Antti Ylä-Jääski
2012	—	`conf`	Secure Networking for Virtual Machines in the Cloud. CLUSTER Workshops Miika Komu, Mohit Sethi, Ramasivakarthik Mallavarapu, Heikki Oirola, Rasib Hassan Khan, Sasu Tarkoma
2012	J	`jnl`	Theory and Practice of Bloom Filters for Distributed Systems. IEEE Commun. Surv. Tutorials Sasu Tarkoma, Christian Esteve Rothenberg, Eemil Lagerspetz
2011	J	`jnl`	Arching over the Mobile Computing Chasm: Platforms and Runtimes. Computer Sasu Tarkoma, Eemil Lagerspetz
2011	J	`jnl`	How impatience affects the performance and scalability of P2P video-on-demand systems. SIGMETRICS Perform. Evaluation Rev. Samuli Aalto, Pasi E. Lassila, Petri Savolainen, Sasu Tarkoma
2011	C	`conf`	Leasing Service for Networks of Interactive Public Displays in Urban Spaces. GPC Marko Jurmu, Hannu Kukka, Simo Hosio, Jukka Riekki, Sasu Tarkoma
2011	—	`conf`	Mobile search and the cloud: The benefits of offloading. PerCom Workshops Eemil Lagerspetz, Sasu Tarkoma
2011	—	`conf`	Security Design for an Inter-Domain Publish/Subscribe Architecture. Future Internet Assembly Kari Visala, Dmitrij Lagutin, Sasu Tarkoma
2011	—	`conf`	Towards optimal keyword-based content dissemination in DHT-based P2P networks. Peer-to-Peer Computing Weixiong Rao, Roman Vitenberg, Sasu Tarkoma
2010	—	`conf`	Cloud-assisted mobile desktop search. PerCom Workshops Eemil Lagerspetz, Sasu Tarkoma
2010	—	`conf`	Content-based rendezvous with upgraph combination. DEBS Sasu Tarkoma
2010	C	`conf`	Cryptographic signatures on the network layer - an alternative to the ISP data retention. ISCC Dmitrij Lagutin, Sasu Tarkoma
2010	B	`conf`	Dessy: Demonstrating Mobile Search and Synchronization. Mobile Data Management Eemil Lagerspetz, Sasu Tarkoma, Tancred Lindholm
2010	B	`conf`	Dessy: Search and Synchronization on the Move. Mobile Data Management Eemil Lagerspetz, Sasu Tarkoma, Tancred Lindholm
2010	—	`conf`	Mitigation of Unsolicited Traffic across Domains with Host Identities and Puzzles. NordSec Miika Komu, Sasu Tarkoma, Andrey Lukyanenko
2010	—	`ch.`	Mobile Push for Converged Mobile Services. Principles and Applications of Distributed Event-Based Systems Sasu Tarkoma, Jani Heikkinen, Jilles van Gurp
2010	—	`book`	Overlay Networks - Toward Information Networking. Sasu Tarkoma
2010	B	`conf`	P2P Video-on-Demand: Steady State and Scalability. GLOBECOM Samuli Aalto, Pasi E. Lassila, Niklas Raatikainen, Petri Savolainen, Sasu Tarkoma
2010	J	`jnl`	Practical Web-Based Smart Spaces. IEEE Pervasive Comput. Christian Prehofer, Jilles van Gurp, Vlad Stirbu, Sailesh Sathish, Sasu Tarkoma, Cristiano di Flora, Pasi P. Liimatainen
2010	—	`conf`	Publish/Subscribe for Internet: PSIRP Perspective. Future Internet Assembly Dmitrij Lagutin, Kari Visala, Sasu Tarkoma
2010	C	`conf`	Segment Level Authentication: Combating internet source spoofing. ISCC Ming Li, Matti Siekkinen, Sasu Tarkoma, Antti Ylä-Jääski, Yong Cui
2010	A	`conf`	Segmented P2P video-on-demand: Modeling and performance. ITC Samuli Aalto, Pasi E. Lassila, Petri Savolainen, Sasu Tarkoma
2009	B	`conf`	An Approach to Achieve Context-aware Maps: Combining Semantic Web Technology with Sensor Data. Intelligent Environments Xiang Su, Jukka Riekki, Sasu Tarkoma
2009	—	`ch.`	Distributed Event Routing in Publish/Subscribe Systems. Middleware for Network Eccentric and Mobile Applications Roberto Baldoni, Leonardo Querzoni, Sasu Tarkoma, Antonino Virgillito
2009	—	`conf`	Flexible Single Sign-On for SIP: Bridging the Identity Chasm. ICC Pin Nie, Juha-Matti Tapio, Sasu Tarkoma, Jani Heikkinen
2009	—	`conf`	LANES: an inter-domain data-oriented routing architecture. ReArch@CoNEXT Kari Visala, Dmitrij Lagutin, Sasu Tarkoma
2009	B	`conf`	Probabilistic routing for multiple flows in wireless multi-hop networks. LCN Yong Cui, Wenjie Hu, Sasu Tarkoma, Antti Ylä-Jääski
2009	—	`conf`	Public Key Signatures and Lightweight Security Solutions in a Wireless Environment. NEW2AN Dmitrij Lagutin, Sasu Tarkoma
2009	—	`conf`	Simple Peer-to-Peer SIP Privacy. MobiSec Joakim Koskela, Sasu Tarkoma
2009	J	`jnl`	Syxaw: Data Synchronization Middleware for the Mobile Web. Mob. Networks Appl. Tancred Lindholm, Jaakko Kangasharju, Sasu Tarkoma
2009	—	`conf`	The Publish/Subscribe Internet Routing Paradigm (PSIRP): Designing the Future Internet Architecture. Future Internet Assembly Sasu Tarkoma, Mark Ain, Kari Visala
2009	—	`conf`	hBox - Connecting Homes. NTMS Matti Siekkinen, Jukka Manner, Sasu Tarkoma, Antti Ylä-Jääski
2008	—	`conf`	Adaptive lookup for unstructured peer-to-peer overlays. COMSWARE K. Haribabu, Dayakar Reddy, Chittaranjan Hota, Antti Ylä-Jääski, Sasu Tarkoma
2008	—	`conf`	Dynamic content-based channels: meeting in the middle. DEBS Sasu Tarkoma
2008	J	`jnl`	Dynamic filter merging and mergeability detection for publish/subscribe. Pervasive Mob. Comput. Sasu Tarkoma
2008	—	`conf`	Fuego toolkit: a modular framework for content-based routing. DEBS Sasu Tarkoma
2008	A	`conf`	Incentive-compatible caching and peering in data-oriented networks. CoNEXT Jarno Rajahalme, Mikko Särelä, Pekka Nikander, Sasu Tarkoma
2008	J	`jnl`	Towards a Server-Centric Interaction Architecture for Wireless Applications. KSII Trans. Internet Inf. Syst. Jussi Saarinen, Tommi Mikkonen, Sasu Tarkoma, Jani Heikkinen, Risto Pitkänen
2008	B	`conf`	Windowing BitTorrent for Video-on-Demand: Not All is Lost with Tit-for-Tat. GLOBECOM Petri Savolainen, Niklas Raatikainen, Sasu Tarkoma
2008	J	`jnl`	XML Security with Binary XML for Mobile Web Services. Int. J. Web Serv. Res. Jaakko Kangasharju, Tancred Lindholm, Sasu Tarkoma
2007	—	`conf`	Benefits of alternate XML serialization formats in scientific computing. SOCP@HPDC Jaakko Kangasharju, Sasu Tarkoma
2007	—	`conf`	Chained forests for fast subsumption matching. DEBS Sasu Tarkoma
2007	J	`jnl`	Composable Mediation for Security-Aware Mobile Services. IEEE Commun. Mag. Sasu Tarkoma, Christian Prehofer, Sampo Sovio, Pekka Laitinen
2007	B	`conf`	Context-Aware Learning for Intelligent Mobile Multimodal user Interfaces. PIMRC Ying Du, Ralf Kernchen, Klaus Moessner, Christian Räck, Oliver Sawade, Sasu Tarkoma, Stefan Arbanowski
2007	—	`conf`	Dessy: Towards Flexible Mobile Desktop Search. DIALM-POMC Eemil Lagerspetz, Tancred Lindholm, Sasu Tarkoma
2007	C	`conf`	Dynamic Filter Merging for Publish/Subscribe. WOWMOM Sasu Tarkoma
2007	J	`jnl`	On the cost and safety of handoffs in content-based routing systems. Comput. Networks Sasu Tarkoma, Jaakko Kangasharju
2007	—	`conf`	SPICE: Evolving IMS to Next Generation Service Platforms. SAINT Workshops Sasu Tarkoma, Christian Prehofer, Anna V. Zhdanova, Klaus Moessner, Ernö Kovacs
2007	J	`jnl`	Secure push for mobile airline services. Telecommun. Syst. Sasu Tarkoma, Jani Heikkinen, Mikko Pohja
2007	C	`conf`	Spice: A Service Platform for Future Mobile IMS Services. WOWMOM Sasu Tarkoma, Bharat Bhushan, Ernö Kovacs, Herma Van Kranenburg, Erwin Postmann, Robert Seidl, Anna V. Zhdanova
2007	J	`jnl`	XML messaging for mobile devices: From requirements to implementation. Comput. Networks Jaakko Kangasharju, Tancred Lindholm, Sasu Tarkoma
2006	—	`—`	Efficient Content-based Routing, Mobility-aware Topologies, and Temporal Subspace Matching. Sasu Tarkoma
2006	B	`conf`	Fast and simple XML tree differencing by sequence alignment. ACM Symposium on Document Engineering Tancred Lindholm, Jaakko Kangasharju, Sasu Tarkoma
2006	B	`conf`	Fuego: Experiences with Mobile Data Communication and Synchronization. PIMRC Sasu Tarkoma, Jaakko Kangasharju, Tancred Lindholm, Kimmo E. E. Raatikainen
2006	A	`conf`	On Encrypting and Signing Binary XML Messages in the Wireless Environment. ICWS Jaakko Kangasharju, Tancred Lindholm, Sasu Tarkoma
2006	J	`jnl`	Optimizing content-based routers: posets and forests. Distributed Comput. Sasu Tarkoma, Jaakko Kangasharju
2006	—	`conf`	Preventing Spam in Publish/Subscribe. ICDCS Workshops Sasu Tarkoma
2006	B	`conf`	TSR: Temporal Subspace Routing for Peer-to-Peer Data Sharing. GLOBECOM Sasu Tarkoma
2005	—	`conf`	A Data Structure for Content-based Routing. EuroIMSA Sasu Tarkoma, Jaakko Kangasharju
2005	—	`conf`	A hybrid approach to optimistic file system directory tree synchronization. MobiDE Tancred Lindholm, Jaakko Kangasharju, Sasu Tarkoma
2005	—	`conf`	Applying a cryptographic namespace to applications. DIN@MobiCom Miika Komu, Sasu Tarkoma, Jaakko Kangasharju, Andrei V. Gurtov
2005	—	`conf`	Collection and Object Synchronization Based on Context Information. MATA Sasu Tarkoma, Tancred Lindholm, Jaakko Kangasharju
2005	—	`conf`	Filter Merging for Efficient Information Dissemination. OTM Conferences (1) Sasu Tarkoma, Jaakko Kangasharju
2005	A	`conf`	Handover cost and mobility-safety of content streams. MSWiM Sasu Tarkoma, Jaakko Kangasharju
2005	B	`conf`	Xebu: A Binary Format with Schema-Based Optimizations for XML Data. WISE Jaakko Kangasharju, Sasu Tarkoma, Tancred Lindholm
2003	—	`conf`	Adaptive Agent-Based Service Composition for Wireless Terminals. CIA Sasu Tarkoma, Mikko Laukkanen
2003	—	`conf`	Client mobility in rendezvous-notify. DEBS Sasu Tarkoma, Jaakko Kangasharju, Kimmo E. E. Raatikainen
2003	—	`conf`	Comparing SOAP Performance for Various Encodings, Protocols, and Connections. PWC Jaakko Kangasharju, Sasu Tarkoma, Kimmo E. E. Raatikainen
2003	—	`conf`	Distributed event dissemination for ubiquitous agents. CE Sasu Tarkoma
2002	—	`conf`	Facilitating Agent Messaging on PDAs. MATA Sasu Tarkoma, Mikko Laukkanen
2002	—	`conf`	Scalability in Multi-agent Systems: The FIPA-OS Perspective. Foundations and Applications of Multi-Agent Systems Phil Buckle, Tom Moore, Steve Robertshaw, Alan Treadway, Sasu Tarkoma, Stefan Poslad
2002	A	`conf`	Supporting software agents on small devices. AAMAS Sasu Tarkoma, Mikko Laukkanen
2001	—	`conf`	FIPA-OS Agent Platform for Small-Footprint Devices. ATAL Mikko Laukkanen, Sasu Tarkoma, Jani Leinonen