Matti Siekkinen

Publications

Books and Monographs

Sasu Tarkoma, Matti Siekkinen, Eemil Lagerspetz, Yu Xiao. Smartphone Energy Consumption: Modeling and Optimization. Book (Hardback). Cambridge University Press. 2014.
Matti Siekkinen. Root Cause Analysis of TCP Throughput: Methodology, Techniques, and Applications. Ph.D. Thesis. Institut Eurecom / Universite de Nice - Sophia Antipolis. Sophia Antipolis, France. October 2006.
Matti Siekkinen. Aspect Oriented Make. Master's Thesis. Helsinki University of Technology. Helsinki, Finland. September 2003.

Peer-reviewed Scientific Journal Articles

Ahmad Alhilal, Kit Yung Lam, Lik-Hang Lee, Xuetong Wang, Sijia Li, Matti Siekkinen, Tristan Braud, Pan Hui. XR-enabled Hybrid Doctoral Thesis Defense: Design and Real-world Deployment. IEEE Multimedia. 2026 (accepted).
Ze Wu, Ahmad Alhilal, Yuk Hang Tsui, Wen Jye Chai, Matti Siekkinen, Pan Hui. Saliency-Guided Foveated Video Encoding for Low-Latency and Immersive Cloud VR. IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), vol. 32, no. 05, pp. 3368-3378, May 2026.
Matti Siekkinen, Teemu Kämäräinen. Neural Network Assisted Depth Map Packing for Compression Using Standard Hardware Video Codecs. ACM Trans. Multimedia Comput. Commun. Appl. 19, 5s, Article 174 (October 2023).
Naser Hossein Motlagh, Martha A. Zaidan, Pak L. Fung, Eemil Lagerspetz, Kasimir Aula, Samu Varjonen, Matti Siekkinen, Andrew Rebeiro-Hargrave, Tuukka Petäjä, Yutaka Matsumi, Markku Kulmala, Tareq Hussein, Petteri Nurmi, Sasu Tarkoma. Transit pollution exposure monitoring using low-cost wearable sensors. Transportation Research Part D: Transport and Environment 98 (2021): 102981.
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski, Geetika Aggarwal. Mobile Edge Computing Assisted Green Scheduling of On-Move Electric Vehicles. IEEE Systems Journal, vol. 16, no. 1, pp. 1661-1672, March 2022.
Abbas Mehrabi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski. Multi-Tier CloudVR: Leveraging Edge Computing in Remote Rendered Virtual Reality. ACM Trans. Multimedia Comput. Commun. Appl. 17, 2, Article 49 (May 2021).
Naser Hossein Motlagh, Eemil Lagerspetz, Petteri Nurmi, Xin Li, Samu Varjonen, Julien Mineraud, Matti Siekkinen, Andrew Rebeiro-Hargrave, Tareq Hussein, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma. Towards Massive Scale Air Quality Monitoring. IEEE Communications Magazine, vol. 58, no. 2, pp. 54-59, February 2020.
Gazi Illahi, Thomas Van Gemert, Matti Siekkinen, Enrico Masala, Antti Oulasvirta, Antti Ylä-Jääski. Cloud Gaming With Foveated Video Encoding. ACM Transactions on Multimedia Computing Communications and Applications. 16, 1, Article 7 (March 2020), 24 pages.
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. Energy-aware QoE and Backhaul Traffic Optimization in Green Edge Adaptive Mobile Video Streaming. IEEE Transactions on Green Communications and Networking, vol. 3, no. 3, pp. 828-839, Sept. 2019
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. Edge Computing Assisted Adaptive Mobile Video Streaming. IEEE Transactions on Mobile Computing, vol. 18, no. 4, pp. 787-800, 1 April 2019..
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. QoE-traffic Optimization Through Collaborative Edge Caching in Adaptive Mobile Video Streaming. IEEE Access, vol. 6, pp. 52261-52276, 2018.
Matti Siekkinen, Teemu Kämäräinen, Leonardo Favario, Enrico Masala. Can You See What I See? Quality of Experience Measurements of Mobile Live Video Broadcasting. ACM Transactions on Multimedia Computing Communications and Applications, Volume 14 Issue 2s, May 2018.
Aymen Hafsaoui, Guillaume Urvoy-Keller, Matti Siekkinen, Abdulhalim Dandoush, Denis Collange. A fine-grained response time analysis technique in heterogeneous environments. Computer Networks, Volume 130, Pages 16-33, 2018.
Meina Song, Zhonghong Ou, Eduardo Castellanos, Tuomas Ylipiha, Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Pan Hui. Exploring Vision-Based Techniques for Outdoor Positioning Systems: A Feasibility Study. IEEE Transactions on Mobile Computing, vol. 16, no. 12, pp. 3361-3375, Dec. 1 2017.
Mohammad Ashraful Hoque, Matti Siekkinen, Jonghoe Koo, Sasu Tarkoma. Full Charge Capacity and Charging Diagnosis of Smartphone Batteries. IEEE Transactions on Mobile Computing, vol. 16, no. 11, pp. 3042-3055, Nov. 1 2017.
Matti Siekkinen, Enrico Masala, Jukka Nurminen. Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices. IEEE Transactions on Mobile Computing, vol. 16, no. 4, pp. 1059-1072, April 1 2017.
Mehrdad Bagheri Majdabadi, Jukka Nurminen, Matti Siekkinen. Cloud-based pedestrian road-safety with situation-adaptive energy-efficient communication. IEEE Intelligent Transportation Systems Magazine, vol. 8, no. 3, pp. 45-62, Fall 2016.
Mohammad Ashraful Hoque, Matti Siekkinen, Kashif Nizam Khan, Yu Xiao, Sasu Tarkoma. Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices. ACM Comput. Surv. 48, 3, Article 39 (December 2015), 40 pages.
Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen. Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming. IEEE/ACM Transactions on Networking, vol. 24, no. 3, pp. 1489-1503, June 2016.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma. Mobile Multimedia Streaming Techniques: QoE and Energy Saving Perspective. Pervasive and Mobile Computing, Volume 16, Part A, January 2015, Pages 96-114, ISSN 1574-1192.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto. Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A cross-layer Approach. ACM Trans. Multimedia Comput. Commun. Appl. (TOMCCAP) 10, 3, Article 25 (April 2014), 23 pages.
Yu Xiao, Yong Cui, Petri Savolainen, Matti Siekkinen, An Wang, Liu Yang, Antti Ylä-Jääski, Sasu Tarkoma. Modeling Energy Consumption of Data Transmission over Wi-Fi. IEEE Transactions on Mobile Computing, vol.13, no.8, pp.1760,1773. August 2014.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. Energy Efficient Multimedia Streaming to Mobile Devices - A Survey. IEEE Communications Surveys & Tutorials, vol.16, no.1, pp.579,597. First Quarter 2014.
Sharmistha Chatterjee, Jukka K. Nurminen, Matti Siekkinen. Design of energy-efficient location-based cloud services using cheap sensors. International Journal of Pervasive Computing and Communications, 9:2, 115-138. 2013.
Yu Xiao, Wei Li, Matti Siekkinen, Petri Savolainen, Antti Ylä-Jääski, Pan Hui. Power Management for Wireless Data Transmission Using Complex Event Processing. IEEE Transactions on Computers. pp. 1765-1777, Dec., 2012.
Matti Siekkinen, Guillaume Urvoy-Keller, Ernst W. Biersack, and Denis Collange. A Root Cause Analysis Toolkit for TCP. Computer Networks. Volume 52, Issue 9, 26 June 2008, Pages 1846-1858.

Peer-reviewed Scientific Articles in Conference Proceedings

Ahmad Alhilal, Yuk Hang Tsui, Ze Wu, Benjamin Finley, Tristan Braud, Ahmed M. Abdelmoniem, Matti Siekkinen, Pan Hui. RAVEN: Reinforcement Learning for Adaptive Video Encoding in Mobile Cloud Gaming. In ACM Multimedia Asia. December 2026.
Ashutosh Vaishnav, Mohsen Amidzadeh, Teemu Kämäräinen, Matti Siekkinen, Mario Di Francesco. Filter Banks: from Low-Rank Representations to Deep Models for Efficient Time Series Forecasting. In NeurIPS. December 2026.
Adhi Widagdo, Teemu Kämäräinen, Sam Kondori, Yuan-Chun Sun, Matti Siekkinen, Cheng-Hsin Hsu. Latency-Driven Optimization for Foveation in Remote Rendered VR. In the 34th ACM International Conference on Multimedia (MM'26). November 2026.
Yuk Hang Tsui, Ze Wu, Ahmad Alhilal, Matti Siekkinen, Pan Hui. FovRL: Joint Foveation and Quality Control for Immersive VR Streaming Using Reinforcement Learning. In the Proceedings of the ACM on Web Conference. April 2026.
Ze Wu, Ahmad Alhilal, Yuk Hang Tsui, Matti Siekkinen, Pan Hui. Frame Complexity-Aware Foveated Video Encoding for Real-time High-Quality Streaming. In the Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR). March 2026.
Ze Wu, Ahmad Alhilal, Yuk Hang Tsui, Matti Siekkinen, Pan Hui. EyeNexus: Adaptive Gaze-Driven Quality and Bitrate Streaming for Seamless VR Cloud Gaming Experiences. In the 21st International Conference on emerging Networking EXperiments and Technologies (CoNEXT'25). December 2025.
Ahmad Alhilal, Ze Wu, Teemu Kämäräinen, Tristan Braud, Matti Siekkinen. Congestion Control for VR Cloud Gaming: Integration and Comparison in Real VR Gaming Environment. In the 33rd ACM International Conference on Multimedia (MM'25). October 2025.
Adhi Widagdo, Teemu Kämäräinen, Ahmad Alhilal, Matti Siekkinen, Cheng-Hsin Hsu. Gaze-Adaptive Foveation for Remote Rendered VR. In the 33rd ACM International Conference on Multimedia (MM'25). October 2025.
Teemu Kämäräinen, Matti Siekkinen. Foveated Spatial Compression for Remote Rendered Virtual Reality. In the 1st Workshop on Metaverse Systems and Applications (MetaSys'23). June 2023.
Jia-Wei Fang, Kuan-Yu Lee, Teemu Kämäräinen, Matti Siekkinen, Cheng-Hsin Hsu. Will Dynamic Foveation Boost Cloud VR Gaming Experience?. In the 33rd Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV'23). June 2023.
Gazi Illahi, Ashutosh Vaishnav, Teemu Kämäräinen, Matti Siekkinen, Mario Di Francesco. Learning to Predict Head Pose in Remotely-Rendered Virtual Reality. In the 14th ACM Multimedia Systems Conference (MMSys'23). June 2023.
Gazi Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski. Real-Time Gaze Prediction in Virtual Reality. In the 14th International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE'22). June 2022.
Gazi Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski. Foveated Streaming of Real-Time Graphics. In the ACM Multimedia Systems Conference (MMSys'21). September 2021.
Gazi Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski. On the Interplay of Foveated Rendering and Video Encoding. In the 26th ACM Symposium on Virtual Reality Software and Technology (VRST'20). November 2020. Poster abstract.
Mohammad A. Hoque, Petteri Nurmi, Matti Siekkinen, Pan Hui, Sasu Tarkoma. The Bits of Silence: Redundant Traffic in VoIP. In the ACM Multimedia Systems Conference (MMSys). June 2020.
Tristan Braud, Teemu Kämäräinen, Matti Siekkinen, Pan Hui. Multi-Carrier Measurement Study of Mobile Network Latency: The Tale of Hong Kong and Helsinki. In the 15th International Conference on Mobile Ad-hoc and Sensor Networks (MSN). December 2019.
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. Green Edge Adaptive Mobile Video Streaming with Device-to-Device Communication. In Proceedings of the IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). September 2019.
Lagerspetz, E., Hossein Motlagh, N., Zaidan, M., Fung, P. L., Mineraud, J., Varjonen, S., Siekkinen, M., Nurmi, P., Matsumi, Y., Tarkoma, S. & Hussein, T. MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. In Proceedings of the IEEE 17th International Conference on Industrial Informatics (INDIN). July 2019.
Hossein Motlagh, N., Zaidan, M., Lagerspetz, E., Varjonen, S., Toivonen, J., Mineraud, J., Rebeiro-Hargrave, A., Siekkinen, M., Hussein, T., Nurmi, P. & Tarkoma, S. Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. In Proceedings of the IEEE 17th International Conference on Industrial Informatics (INDIN). July 2019.
Abbas Mehrabi, Matti Siekkinen, Gazi Illahi, Antti Ylä-Jääski. D2D-enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming. In Proceedings of the IEEE 20th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM). June 2019.
Teemu Kämäräinen, Matti Siekkinen, Jukka Eerikäinen, Antti Ylä-Jääski. CloudVR: Cloud Accelerated Interactive Mobile Virtual Reality. To appear in Proceedings of the ACM Multimedia (ACMMM'18). October 2018.
Jussi Hanhirova, Teemu Kämäräinen, Sipi Seppälä, Matti Siekkinen, Vesa Hirvisalo, Antti Ylä-Jääski. Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision. In Proceedings of the ACM Multimedia Systems Conference (MMSys). June 2018.
Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. Joint Optimization of QoE and Fairness Through Network Assisted Adaptive Mobile Video Streaming. In Proceedings of the IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). October 2017.
Gazi Illahi, Matti Siekkinen, Enrico Masala. Foveated Video Streaming for Cloud Gaming. In Proceedings of the 19th International Workshop on Multimedia Signal Processing (MMSP). October 2017.
Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, Pan Hui. A Measurement Study on Achieving Imperceptible Latency in Mobile Cloud Gaming. In Proceedings of the ACM Multimedia Systems Conference (MMSys). June 2017.
Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, Pan Hui. Dissecting the End-to-end Latency of Interactive Mobile Video Applications. In Proceedings of the 18th Annual International Workshop on Mobile Computing Systems and Applications (ACM HotMobile 2017). February 2017.
Matti Siekkinen, Enrico Masala, Teemu Kämäräinen. A First Look at Quality of Mobile Live Streaming Experience: the Case of Periscope. In Proceedings of the 16th ACM Internet Measurement Conference (IMC). November 2016.
Leonardo Favario, Matti Siekkinen, Enrico Masala. Mobile Live Streaming: Insights from the Periscope Service. In Proceedings of the 18th International Workshop on Multimedia Signal Processing (MMSP). September 2016.
Teemu Kämäräinen, Yuanqi Shan, Matti Siekkinen, Antti Ylä-Jääski. Virtual Machines vs. Containers in Cloud Gaming Systems. In Proceedings of the 2015 International Workshop on Network and Systems Support for Games (NetGames 2015). December 2015.
Andrea Nodari, Jukka Nurminen, Matti Siekkinen. Energy-efficient Position Tracking via Trajectory Modeling. In Proceedings of the 10th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch). September 2015.
Matti Siekkinen, Alberto Barraja, Jukka Nurminen, Enrico Masala. Exploring the Delay versus Quality Tradeoff in Real-Time Streaming of Scalable Video from Mobile Devices. In Proceedings of the 2015 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). June 2015.
Teemu Kämäräinen, Matti Siekkinen, Yu Xiao, Antti Ylä-Jääski. Towards Pervasive and Mobile Gaming with Distributed Cloud Infrastructure. In Proceedings of the 2014 International Workshop on Network and Systems Support for Games (NetGames 2014). December 2014.
Mehrdad Bagheri Majdabadi, Jukka K. Nurminen, Matti Siekkinen. Cellular-based Vehicle to Pedestrian (V2P) Adaptive Communication for Collision Avoidance. In Proceedings of the 3rd International Conference on Connected Vehicles & Expo (ICCVE 2014). November 2014.
Swaminathan Vasanth Rajaraman, Matti Siekkinen, Mohammad Hoque. Energy Consumption Anatomy of Live Video Streaming from a Smartphone. In Proceedings of the 25th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC). September 2014.
Dung Vu Ba Tien, Miika Komu, Matti Siekkinen, Antti Ylä-Jääski. H-box: Interconnecting Devices Across Local Networks. In Proceedings of the 39th IEEE Conference on Local Computer Networks (LCN). September 2014.
Aymen Hafsaoui, Guillaume Urvoy-Keller, Matti Siekkinen. TimeAudit: Blind Dissection and Analysis of Transaction Delays in Enterprise Networks. In Proceedings of the 26th International Teletraffic Congress (ITC). September 2014.
Ying Zhang, Åke Arvidsson, Matti Siekkinen, Guillaume Urvoy-Keller. Understanding HTTP Flow Rates in Cellular Networks. In Proceedings of the IFIP Networking 2014 Conference. June 2014.
Imre Kelényi, Jukka Nurminen, Matti Siekkinen, László Lengyel. Supporting Energy-Efficient Mobile Application Development with Model-Driven Code Generation. In Proceedings of the International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA). May 2014.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. Using Crowd-Sourced Viewing Statistics to Save Energy in Wireless Video Streaming. In Proceedings of the 19th ACM Annual International Conference on Mobile Computing and Networking (MobiCom). October 2013.
Swaminathan Vasanth Rajaraman, Matti Siekkinen, Vesa Virkki, Johan Torsner. Bundling frames to save energy while streaming video from LTE mobile device. In Proceedings of the 8th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch 2013, co-located with MobiCom). October 2013.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto. Dissecting Mobile Video Services: An Energy Consumption Perspective. In Proceedings of the 14th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM). June 2013.
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. TCP Receive Buffer Aware Wireless Multimedia Streaming - An Energy Efficient Approach. In Proceedings of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV13, co-located with MMSys). February 2013.
Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen, Mika Aalto. Streaming over 3G and LTE: How to Save Smartphone Energy in Radio Access Network-Friendly Way. In Proceedings of the 5th ACM Workshop on Mobile Video (MoVid 2013, co-located with MMSys). February 2013.
Sharmistha Chatterjee, Jukka K. Nurminen and Matti Siekkinen. Low cost positioning by matching altitude readings with crowd-sourced route data. In Proceedings of the 10th International Conference on Advances in Mobile Computing and Multimedia (MoMM2012). December 2012.
Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka Nurminen, Matti Kemppainen and Pan Hui. Can Offloading Save Energy For Popular Apps?. In Proceedings of the Seventh ACM International Workshop on Mobility in the Evolving Internet Architecture (MobiArch 2012, co-located with MobiCom). August 2012.
Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka Nurminen, Matti Kemppainen and Pan Hui. SmartDiet: Offloading Popular Apps to Save Energy. In Proceedings of ACM SIGCOMM 2012. Poster abstract. August 2012.
Matti Siekkinen, Markus Hiienkari, Jukka K. Nurminen, and Johanna Nieminen. How Low Energy is Bluetooth Low Energy? Comparative Measurements with ZigBee/802.15.4. In Proceedings of the IEEE Wireless Communications and Networking Conference (Internet of Things Enabling Technologies Workshop). April 2012.
Matti Siekkinen, Jukka K. Nurminen, and Antti Ylä-Jääski Creating Green Incentives and Mechanisms Through Packet-Level Energy Accounting. In Proceedings of the IEEE Wireless Communications and Networking Conference (Future Green Communications Workshop). April 2012.
Aymen Hafsaoui, Guillaume Urvoy-Keller, Matti Siekkinen, and Denis Collange. Detecting and Profiling TCP Connections Experiencing Abnormal Performance. In Proceedings of the Fourth COST TMA International Workshop on Traffic Monitoring and Analysis (TMA 2012). March 2012.
Pedro Miranda, Matti Siekkinen, and Heikki Waris. TLS and Energy Consumption On a Mobile Device: A Measurement Study. In Proceedings of the 16th IEEE Symposium on Computers and Communications (ISCC'11). June 2011.
Aymen Hafsaoui, Guillaume Urvoy-Keller, Denis Collange, Matti Siekkinen, and Taoufik En-Najjary. Understanding the Impact of the Access Technology: the Case of Web Search Services. In Proceedings of the Third COST TMA International Workshop on Traffic Monitoring and Analysis (TMA 2011). April 2011.
Mohammad Hoque, Matti Siekkinen, and Jukka K. Nurminen. On the Energy Efficiency of Proxy-Based Traffic Shaping for Mobile Audio Streaming. In Proceedings of the 8th Annual IEEE Consumer Communications and Networking Conference (CCNC). January 2011.
Ahmad Nazir Raja, Zhihua Jin, and Matti Siekkinen. Energy Efficient Client-centric Shaping of Multi-flow TCP Traffic. In Proceedings of IEEE/ACM International Conference on Green Computing and Communications (GreenCom2010). December 2010.
Yu Xiao, Rijubrata Bhaumik, Zhirong Yang, Matti Siekkinen, Petri Savolainen, and Antti Ylä-Jääski. A System-level Model for Runtime Power Estimation on Mobile Devices. In Proceedings of IEEE/ACM International Conference on Green Computing and Communications (GreenCom2010). December 2010.
Ming Li, Yong Cui, Matti Siekkinen, and Antti Ylä-Jääski. NPLA: Network Prefix Level Authentication. In Proceedings of IEEE Globecom 2010 Workshop on Network of the Future (FutureNet-III). December 2010.
Aymen Hafsaoui, Guillaume Urvoy-Keller, Denis Collange, and Matti Siekkinen. A Study of Email Usage and Performance Over Cellular Technology. In Proceedings of IEEE Second International Conference on Communications and Networking (ComNet'2010). November 2010.
Hans Vatne Hansen, Vera Goebel, Thomas Plagemann, and Matti Siekkinen. Resource Adaptive Distributed Information Sharing. In Proceedings of EUNICE 2010 - Networked Services and Applications - Engineering, Control and Management. June 2010.
Ming Li, Matti Siekkinen, Sasu Tarkoma, Antti Ylä-Jääski, and Yong Cui. Segment Level Authentication: Combating Internet Source Spoofing. In Proceedings of the 15th IEEE Symposium on Computers and Communications (ISCC'10) (short paper). June 2010.
Yu Xiao, Matti Siekkinen, and Antti Ylä-Jääski. Framework for energy-aware lossless compression in mobile services: the case of E-mail. In Proceedings of the IEEE International Conference on Communications. ICC 2010. May 2010.
Yu Xiao, Petri Savolainen, Arto Karppanen, Matti Siekkinen, and Antti Ylä-Jääski. Practical power modeling of data transmission over 802.11g for wireless applications. In Proceedings of the First ACM International Conference on Energy-Efficient Computing and Networking. e-Energy 2010. (received best paper award). April 2010.
M. Siekkinen, J. Manner, S. Tarkoma, and A. Ylä-Jääski. hBox - Connecting Homes. In Proceedings of the IEEE/IFIP 3rd International Conference on New technologies, Mobility and Security. NTMS'2009. December 2009.
M. Siekkinen and V. Goebel. Non-Sticky Fingers: Policy-Driven Self-Optimization for DHTs. In Proceedings of the IFIP Fourth International Workshop on Self-Organizing Systems. IWSOS '09. December 2009.
Sergio Cabrero, Xabiel G. Pañeda, T. Plagemann, V. Goebel, and M. Siekkinen. Overlay Solution for Multimedia Data over Sparse MANETs. In Proceedings of the 5th International Conference on Wireless Communications and Mobile Computing. IWCMC '09. June 2009.
K.-A. Skevik, M. Siekkinen, V. Goebel, and T. Plagemann. Experiences with Application Development for Autonomic Networks. In Proceedings of the 3rd IEEE/IFIP International Workshop on Modelling Autonomic Communications Environments (MACE 2008, held as part of Manweek 2008). September 2008.
M. Halvorsen, T. Plagemann, and M. Siekkinen. Video Streaming Over MANETs: Reality or Fiction?. In Proceedings of the 4th International Mobile Multimedia Communications Conference (MobiMedia). July 2008.
Martin May, Matti Siekkinen, Vera Goebel, Thomas Plagemann, Ranganai Chaparadza, and Lorenzo Peluso. Monitoring as First Class Citizen in an Autonomic Network Universe. In Proceedings of the Workshop on Technologies for Situated and Autonomic Communications (SAC) (BIONETICS '07 proceedings). December 2007.
Matti Siekkinen, Guillaume Urvoy-Keller, and Ernst W. Biersack. On the Interaction Between Internet Applications and TCP. In Proceedings of the 20th International Teletraffic Congress (ITC20). June 2007.
Matti Siekkinen, Denis Collange, Guillaume Urvoy-Keller, and Ernst W. Biersack. Performance Limitations of ADSL Users: A Case Study. In Proceedings of Passive and Active Measurement Conference (PAM'07). April 2007.
M. Siekkinen, V. Goebel, T. Plagemann, K.-A. Skevik, M. Banfield, and I. Brusic. Beyond the Future Internet - Requirements of Autonomic Networking Architectures to Address Long Term Future Networking Challenges. In Proceedings of 11th International IEEE Workshop on Future Trends of Distributed Computing Systems (FTDCS 2007). March 2007.
Jarle Søberg, Kjetil H. Hernes, Matti Siekkinen, Vera Goebel, and Thomas Plagemann. A practical evaluation of load shedding in data stream management systems for network monitoring. In Proceedings of the 1st European Workshop on Data Stream Analysis (WDSA '07). March 2007.
M. Siekkinen, V. Goebel, and E. W. Biersack. Object-Relational DBMS for Packet-Level Traffic Analysis: Case Study on Performance Optimization. In Proceedings of IEEE/IFIP Workshop on End-to-End Monitoring Techniques and Services. April 2006.
Matti Siekkinen, Guillaume Urvoy-Keller, Ernst Biersack, and Taoufik En-Najjary. Root Cause Analysis for Long-Lived TCP Connections. In Proceedings of CoNEXT. October 2005.
M. Siekkinen, E. W. Biersack, V. Goebel, T. Plagemann, and G. Urvoy-Keller. IntraBase: Integrated Traffic Analysis Based on a Database Management System. Poster at IEEE INFOCOM. March 2005.
Matti Siekkinen, Ernst W. Biersack, Vera Goebel, Thomas Plagemann, and Guillaume Urvoy-Keller. IntraBase: Integrated Traffic Analysis Based on a Database Management System. In Proceedings of IEEE/IFIP Workshop on End-to-End Monitoring Techniques and Services. May 2005.

Non-refereed Scientific Articles

Jukka Manner, Matti Siekkinen, Johanna Nieminen. Mobiililaitteet energiatehokkaammiksi: Selviäisikö ilman lisäsähköä? Prosessori-lehti nro 11-12/11. November 2011.