Books and Monographs

3. [Cambridge University Press][Google books] Sasu Tarkoma, Matti Siekkinen, Eemil Lagerspetz, Yu Xiao. Smartphone Energy Consumption: Modeling and Optimization. Book (Hardback). Cambridge University Press. 2014.

2. [pdf] 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.

1. [pdf] Matti Siekkinen. Aspect Oriented Make. Master's Thesis. Helsinki University of Technology. Helsinki, Finland. September 2003.

Peer-reviewed Scientific Journal Articles

13. [IEEE Xplore] [pdf]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 (accepted).

12. [IEEE Xplore] [pdf]Mohammad Ashraful Hoque, Matti Siekkinen, Jonghoe Koo, Sasu Tarkoma. Full Charge Capacity and Charging Diagnosis of Smartphone Batteries. IEEE Transactions on Mobile Computing (accepted).

11. [IEEE Xplore] [pdf]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.

10. [IEEE Xplore] [pdf]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.

9. [ACM DL] [pdf]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.

8. [ACM DL] [pdf]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.

7. [ScienceDirect] [pdf]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.

6. [ACM DL] [pdf]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.

5. [IEEE Xplore] [pdf]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.

4. [IEEE Xplore] [pdf]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.

3. [Emerald] [pdf]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.

2. [IEEE Xplore] [pdf]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.

1. [ScienceDirect] [pdf]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

52. [IEEE Xplore] [pdf] Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski. Joint Optimization of QoE and Fairness Through Network Assisted Adaptive Mobile Video Streaming. To appear in Proceedings of the IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). October 2017.

51. [IEEE Xplore] [pdf] Gazi Illahi, Matti Siekkinen, Enrico Masala. Foveated Video Streaming for Cloud Gaming. To appear in Proceedings of the 19th International Workshop on Multimedia Signal Processing (MMSP). October 2017.

50. [ACM DL] [pdf] 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.

49. [ACM DL] [pdf] 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.

48. [ACM DL] [pdf] 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.

47. [IEEE Xplore] [pdf] 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.

46. [IEEE Xplore] [pdf] 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.

45. [ACM DL] [pdf] 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.

44. [IEEE Xplore] [pdf] 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.

43. [IEEE Xplore] [pdf] 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.

42. [IEEE Xplore] [pdf] 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.

41. [IEEE Xplore] [pdf] 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.

40. [IEEE Xplore] [pdf] 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.

39. [IEEE Xplore] [pdf] 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.

38. [IEEE Xplore] [pdf] 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.

37. [SpringerLink] [pdf] 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.

36. [ACM DL] [pdf] 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.

35. [ACM DL] [pdf] 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.

34. [IEEE Xplore] [pdf] 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.

33. [ACM DL] [pdf] 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.

32. [ACM DL] [pdf] 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.

31. [ACM DL] [pdf] 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.

30. [ACM DL] [pdf] 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.

29. [ACM DL] [pdf] 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.

28. [IEEE Xplore] [pdf] 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.

27. [IEEE Xplore] [pdf] 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.

26. [SpringerLink] [pdf] 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.

25. [IEEE Xplore] [pdf]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.

24. [SpringerLink] [pdf] 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.

23. [IEEE Xplore] [pdf] 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.

22. [IEEE Xplore] [pdf] 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.

21. [IEEE Xplore] [pdf] 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.

20. [IEEE Xplore] [pdf] 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.

19. [IEEE Xplore] [pdf] 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.

18. [SpringerLink] [pdf] 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.

17. [IEEE Xplore] [pdf] 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.

16. [IEEE Xplore] [pdf] 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.

15. [ACM DL] [pdf] 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.

14. [IEEE Xplore] [pdf] 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.

13. [SpringerLink] [pdf] 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.

12. [ACM DL] [pdf] 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.

11. [ACM DL] [pdf] 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.

10. [EUDL] [pdf] 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.

9. [IEEE Xplore] [pdf] 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.

8. [SpringerLink] [pdf] 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.

7. [SpringerLink] [pdf] 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.

6. [IEEE Xplore] [pdf] 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.

5. [pdf] 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.

4. [IEEE Xplore] [pdf] 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.

3. [ACM DL] [pdf] 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.

2. [pdf] 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.

1. [IEEE Xplore] [pdf] 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-refereeed Scientific Articles

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