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ORCIDMatti Siekkinen
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- affiliation: Aalto University, Finland
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Journal Articles
- 2023
[j24]Matti Siekkinen
, Teemu Kämäräinen:
Neural Network Assisted Depth Map Packing for Compression Using Standard Hardware Video Codecs. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 174:1-174:20 (2023)- 2022
- [j23]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski, Geetika Aggarwal:
Mobile Edge Computing Assisted Green Scheduling of On-Move Electric Vehicles. IEEE Syst. J. 16(1): 1661-1672 (2022) - 2021
- [j22]Abbas Mehrabi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski:
Multi-Tier CloudVR: Leveraging Edge Computing in Remote Rendered Virtual Reality. ACM Trans. Multim. Comput. Commun. Appl. 17(2): 49:1-49:24 (2021) - 2020
- [j21]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:
Toward Massive Scale Air Quality Monitoring. IEEE Commun. Mag. 58(2): 54-59 (2020) - [j20]Gazi Karam Illahi, Thomas Van Gemert, Matti Siekkinen, Enrico Masala, Antti Oulasvirta, Antti Ylä-Jääski:
Cloud Gaming with Foveated Video Encoding. ACM Trans. Multim. Comput. Commun. Appl. 16(1): 7:1-7:24 (2020) - 2019
- [j19]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
Energy-Aware QoE and Backhaul Traffic Optimization in Green Edge Adaptive Mobile Video Streaming. IEEE Trans. Green Commun. Netw. 3(3): 828-839 (2019) - [j18]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
Edge Computing Assisted Adaptive Mobile Video Streaming. IEEE Trans. Mob. Comput. 18(4): 787-800 (2019) - 2018
- [j17]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
QoE-Traffic Optimization Through Collaborative Edge Caching in Adaptive Mobile Video Streaming. IEEE Access 6: 52261-52276 (2018) - [j16]Aymen Hafsaoui, Abdulhalim Dandoush, Guillaume Urvoy-Keller, Matti Siekkinen, Denis Collange:
A fine-grained response time analysis technique in heterogeneous environments. Comput. Networks 130: 16-33 (2018) - [j15]Matti Siekkinen, Teemu Kämäräinen, Leonardo Favario, Enrico Masala:
Can You See What I See? Quality-of-Experience Measurements of Mobile Live Video Broadcasting. ACM Trans. Multim. Comput. Commun. Appl. 14(2s): 34:1-34:23 (2018) - 2017
- [j14]Matti Siekkinen, Enrico Masala, Jukka K. Nurminen:
Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices. IEEE Trans. Mob. Comput. 16(4): 1059-1072 (2017) - [j13]Mohammad Ashraful Hoque, Matti Siekkinen, Jonghoe Koo, Sasu Tarkoma:
Full Charge Capacity and Charging Diagnosis of Smartphone Batteries. IEEE Trans. Mob. Comput. 16(11): 3042-3055 (2017) - [j12]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 Trans. Mob. Comput. 16(12): 3361-3375 (2017) - 2016
- [j11]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): 39:1-39:40 (2016) - [j10]Mehrdad Bagheri, Matti Siekkinen, Jukka K. Nurminen:
Cloud-Based Pedestrian Road-Safety with Situation-Adaptive Energy-Efficient Communication. IEEE Intell. Transp. Syst. Mag. 8(3): 45-62 (2016) - [j9]Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen:
Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming. IEEE/ACM Trans. Netw. 24(3): 1489-1503 (2016) - 2015
- [j8]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma:
Mobile multimedia streaming techniques: QoE and energy saving perspective. Pervasive Mob. Comput. 16: 96-114 (2015) - 2014
- [j7]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen:
Energy Efficient Multimedia Streaming to Mobile Devices - A Survey. IEEE Commun. Surv. Tutorials 16(1): 579-597 (2014) - [j6]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 Trans. Mob. Comput. 13(8): 1760-1773 (2014) - [j5]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. Multim. Comput. Commun. Appl. 10(3): 25:1-25:23 (2014) - 2013
- [j4]Sharmistha Chatterjee, Jukka K. Nurminen, Matti Siekkinen:
Design of energy-efficient location-based cloud services using cheap sensors. Int. J. Pervasive Comput. Commun. 9(2): 115-138 (2013) - 2012
- [j3]Yu Xiao, Wei Li, Matti Siekkinen, Petri Savolainen, Antti Ylä-Jääski, Pan Hui:
Power Management for Wireless Data Transmission Using Complex Event Processing. IEEE Trans. Computers 61(12): 1765-1777 (2012) - 2008
- [j2]Matti Siekkinen, Guillaume Urvoy-Keller, Ernst W. Biersack, Denis Collange:
A root cause analysis toolkit for TCP. Comput. Networks 52(9): 1846-1858 (2008) - 2007
- [j1]Jarle Søberg, Kjetil H. Hernes, Matti Siekkinen, Vera Goebel, Thomas Plagemann:
A practical evaluation of load shedding in data stream management systems for network monitoring. Monde des Util. Anal. Données 36: 18-27 (2007)
Conference and Workshop Papers
- 2023
- [c60]Gazi Karam Illahi, Ashutosh Vaishnav, Teemu Kämäräinen, Matti Siekkinen, Mario Di Francesco:
Learning to Predict Head Pose in Remotely-Rendered Virtual Reality. MMSys 2023: 27-38 - [c59]Jia-Wei Fang, Kuan-Yu Lee, Teemu Kämäräinen, Matti Siekkinen, Cheng-Hsin Hsu:
Will Dynamic Foveation Boost Cloud VR Gaming Experience? NOSSDAV 2023: 29-35 - 2022
- [c58]Gazi Karam Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski:
Real-time gaze prediction in virtual reality. MMVE@MMSys 2022: 12-18 - 2021
- [c57]Gazi Karam Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski:
Foveated streaming of real-time graphics. MMSys 2021: 214-226 - 2020
- [c56]Mohammad Ashraful Hoque, Petteri Nurmi, Matti Siekkinen, Pan Hui, Sasu Tarkoma:
The bits of silence: redundant traffic in VoIP. MMSys 2020: 1-14 - [c55]Gazi Karam Illahi, Matti Siekkinen, Teemu Kämäräinen, Antti Ylä-Jääski:
On the Interplay of Foveated Rendering and Video Encoding. VRST 2020: 66:1-66:3 - 2019
- [c54]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:
Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. INDIN 2019: 902-907 - [c53]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:
MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. INDIN 2019: 1083-1090 - [c52]Tristan Braud, Teemu Kämäräinen, Matti Siekkinen, Pan Hui:
Multi-carrier Measurement Study of Mobile Network Latency: The Tale of Hong Kong and Helsinki. MSN 2019: 1-6 - [c51]Abbas Mehrabi, Matti Siekkinen, Gazi Karam Illahi, Antti Ylä-Jääski:
D2D-Enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming. WOWMOM 2019: 1-10 - 2018
- [c50]Teemu Kämäräinen, Matti Siekkinen, Jukka Eerikäinen, Antti Ylä-Jääski:
CloudVR: Cloud Accelerated Interactive Mobile Virtual Reality. ACM Multimedia 2018: 1181-1189 - [c49]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. MMSys 2018: 204-215 - 2017
- [c48]Gazi Karam Illahi, Matti Siekkinen, Enrico Masala:
Foveated video streaming for cloud gaming. MMSP 2017: 1-6 - [c47]Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, Pan Hui:
A Measurement Study on Achieving Imperceptible Latency in Mobile Cloud Gaming. MMSys 2017: 88-99 - [c46]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
Joint optimization of QoE and fairness through network assisted adaptive mobile video streaming. WiMob 2017: 1-8 - [c45]Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, Pan Hui:
Dissecting the End-to-end Latency of Interactive Mobile Video Applications. HotMobile 2017: 61-66 - 2016
- [c44]Matti Siekkinen, Enrico Masala, Teemu Kämäräinen:
A First Look at Quality of Mobile Live Streaming Experience: the Case of Periscope. Internet Measurement Conference 2016: 477-483 - [c43]Leonardo Favario, Matti Siekkinen, Enrico Masala:
Mobile live streaming: Insights from the periscope service. MMSP 2016: 1-6 - 2015
- [c42]Matti Siekkinen, Alberto Barraja, Jukka K. Nurminen, Enrico Masala:
Exploring the delay versus quality tradeoff in real-time streaming of scalable video from mobile devices. ICME Workshops 2015: 1-6 - [c41]Andrea Nodari, Jukka K. Nurminen, Matti Siekkinen:
Energy-efficient Position Tracking via Trajectory Modeling. MobiArch 2015: 33-38 - [c40]Teemu Kämäräinen, Yuanqi Shan, Matti Siekkinen, Antti Ylä-Jääski:
Virtual machines vs. containers in cloud gaming systems. NETGAMES 2015: 1-6 - 2014
- [c39]Imre Kelényi, Jukka K. Nurminen, Matti Siekkinen, László Lengyel:
Supporting Energy-Efficient Mobile Application Development with Model-Driven Code Generation. ICCSAMA 2014: 143-156 - [c38]Mehrdad Bagheri, Matti Siekkinen, Jukka K. Nurminen:
Cellular-based vehicle to pedestrian (V2P) adaptive communication for collision avoidance. ICCVE 2014: 450-456 - [c37]Dung Vu Ba Tien, Miika Komu, Matti Siekkinen, Antti Ylä-Jääski:
H-box: Interconnecting devices across local networks. LCN 2014: 244-252 - [c36]Teemu Kämäräinen, Matti Siekkinen, Yu Xiao, Antti Ylä-Jääski:
Towards pervasive and mobile gaming with distributed cloud infrastructure. NETGAMES 2014: 1-6 - [c35]Ying Zhang, Åke Arvidsson, Matti Siekkinen, Guillaume Urvoy-Keller:
Understanding HTTP flow rates in cellular networks. Networking 2014: 1-8 - [c34]Swaminathan Vasanth Rajaraman, Matti Siekkinen, Mohammad Ashraful Hoque:
Energy consumption anatomy of live video streaming from a smartphone. PIMRC 2014: 2013-2017 - [c33]Aymen Hafsaoui, Guillaume Urvoy-Keller, Matti Siekkinen:
TimeAudit: Blind dissection and analysis of transaction delays in enterprise networks. ITC 2014: 1-9 - 2013
- [c32]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. MoVid@MMSys 2013: 13-18 - [c31]Swaminathan Vasanth Rajaraman, Matti Siekkinen, Vesa Virkki, Johan Torsner:
Bundling frames to save energy while streaming video from LTE mobile device. MobiArch 2013: 35-40 - [c30]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen:
Using crowd-sourced viewing statistics to save energy in wireless video streaming. MobiCom 2013: 377-388 - [c29]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen:
TCP receive buffer aware wireless multimedia streaming: an energy efficient approach. NOSSDAV 2013: 13-18 - [c28]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto:
Dissecting mobile video services: An energy consumption perspective. WOWMOM 2013: 1-11 - 2012
- [c27]Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka K. Nurminen, Matti Kemppainen, Pan Hui:
Can offloading save energy for popular apps? MobiArch 2012: 3-10 - [c26]Sharmistha Chatterjee, Jukka K. Nurminen, Matti Siekkinen:
Low cost positioning by matching altitude readings with crowd-sourced route data. MoMM 2012: 169-178 - [c25]Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka K. Nurminen, Matti Kemppainen, Pan Hui:
SmartDiet: offloading popular apps to save energy. SIGCOMM 2012: 297-298 - [c24]Aymen Hafsaoui, Guillaume Urvoy-Keller, Matti Siekkinen, Denis Collange:
Detecting and Profiling TCP Connections Experiencing Abnormal Performance. TMA 2012: 107-120 - [c23]Matti Siekkinen, Jukka K. Nurminen, Antti Ylä-Jääski:
Creating green incentives and mechanisms through packet-level energy accounting. WCNC Workshops 2012: 12-17 - [c22]Matti Siekkinen, Markus Hiienkari, Jukka K. Nurminen, Johanna Nieminen:
How low energy is bluetooth low energy? Comparative measurements with ZigBee/802.15.4. WCNC Workshops 2012: 232-237 - 2011
- [c21]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka Kalevi Nurminen:
On the energy efficiency of proxy-based traffic shaping for mobile audio streaming. CCNC 2011: 891-895 - [c20]Pedro Miranda, Matti Siekkinen, Heikki Waris:
TLS and energy consumption on a mobile device: A measurement study. ISCC 2011: 983-989 - [c19]Aymen Hafsaoui, Guillaume Urvoy-Keller, Denis Collange, Matti Siekkinen, Taoufik En-Najjary:
Understanding the Impact of the Access Technology: The Case of Web Search Services. TMA 2011: 37-50 - 2010
- [c18]Yu Xiao, Petri Savolainen, Arto Karppanen, Matti Siekkinen, Antti Ylä-Jääski:
Practical power modeling of data transmission over 802.11g for wireless applications. e-Energy 2010: 75-84 - [c17]Yu Xiao, Rijubrata Bhaumik, Zhirong Yang, Matti Siekkinen, Petri Savolainen, Antti Ylä-Jääski:
A System-Level Model for Runtime Power Estimation on Mobile Devices. GreenCom/CPSCom 2010: 27-34 - [c16]Ahmad Nazir Raja, Zhihua Jin, Matti Siekkinen:
Energy Efficient Client-Centric Shaping of Multi-flow TCP Traffic. GreenCom/CPSCom 2010: 260-267 - [c15]Yu Xiao, Matti Siekkinen, Antti Ylä-Jääski:
Framework for Energy-Aware Lossless Compression in Mobile Services: The Case of E-Mail. ICC 2010: 1-6 - [c14]Hans Vatne Hansen, Vera Goebel, Thomas Plagemann, Matti Siekkinen:
Resource Adaptive Distributed Information Sharing. EUNICE 2010: 246-255 - [c13]Ming Li, Matti Siekkinen, Sasu Tarkoma, Antti Ylä-Jääski, Yong Cui:
Segment Level Authentication: Combating internet source spoofing. ISCC 2010: 209-212 - 2009
- [c12]Sergio Cabrero, Xabiel G. Pañeda, Thomas Plagemann, Vera Goebel, Matti Siekkinen:
Overlay solution for multimedia data over sparse MANETs. IWCMC 2009: 1056-1061 - [c11]Matti Siekkinen, Vera Goebel:
Non-Sticky Fingers: Policy-Driven Self-optimization for DHTs. IWSOS 2009: 89-100 - [c10]Matti Siekkinen, Jukka Manner, Sasu Tarkoma, Antti Ylä-Jääski:
hBox - Connecting Homes. NTMS 2009: 1-5 - 2008
- [c9]Karl-André Skevik, Matti Siekkinen, Vera Goebel, Thomas Plagemann:
Experiences with Application Development for Autonomic Networks. MACE 2008: 1-13 - [c8]Magnus Halvorsen, Thomas Plagemann, Matti Siekkinen:
Video Streaming Over MANETs: Reality or Fiction? MobiMedia 2008 - 2007
- [c7]Martin May, Matti Siekkinen, Vera Goebel, Thomas Plagemann, Ranganai Chaparadza, Lorenzo Peluso:
Monitoring as First Class Citizen in an Autonomic Network Universe. BIONETICS 2007: 247-254 - [c6]Matti Siekkinen, Vera Goebel, Thomas Plagemann, Karl-André Skevik, Mark Banfield, I. Brusic:
Beyond the Future Internet-Requirements of Autonomic Networking Architectures to Address Long Term Future Networking Challenges. FTDCS 2007: 89-98 - [c5]Matti Siekkinen, Denis Collange, Guillaume Urvoy-Keller, Ernst W. Biersack:
Performance Limitations of ADSL Users: A Case Study. PAM 2007: 145-154 - [c4]Matti Siekkinen, Guillaume Urvoy-Keller, Ernst W. Biersack:
On the Interaction Between Internet Applications and TCP. ITC 2007: 962-973 - 2006
- [c3]Matti Siekkinen, Ernst W. Biersack, Vera Goebel:
Object-Relational DBMS for Packet-Level Traffic Analysis: Case Study on Performance Optimization. E2EMON 2006: 9-16 - 2005
- [c2]Matti Siekkinen, Guillaume Urvoy-Keller, Ernst W. Biersack, Taoufik En-Najjary:
Root cause analysis for long-lived TCP connections. CoNEXT 2005: 200-210 - [c1]Matti Siekkinen, Ernst W. Biersack, Guillaume Urvoy-Keller, Vera Goebel, Thomas Plagemann:
InTraBase: integrated traffic analysis based on a database management system. E2EMON 2005: 32-46
Informal and Other Publications
- 2022
- [i13]Matti Siekkinen, Teemu Kämäräinen:
Neural Network Assisted Depth Map Packing for Compression Using Standard Hardware Video Codecs. CoRR abs/2206.15183 (2022) - 2018
- [i12]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. CoRR abs/1803.09492 (2018) - [i11]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
Cache-Aware QoE-Traffic Optimization in Mobile Edge Assisted Adaptive Video Streaming. CoRR abs/1805.09255 (2018) - [i10]Gazi Karam Illahi, Thomas Van Gemert, Matti Siekkinen, Enrico Masala, Antti Oulasvirta, Antti Ylä-Jääski:
Cloud Gaming With Foveated Graphics. CoRR abs/1809.05823 (2018) - 2017
- [i9]Gazi Karam Illahi, Matti Siekkinen, Enrico Masala:
Foveated Video Streaming for Cloud Gaming. CoRR abs/1706.04804 (2017) - [i8]Abbas Mehrabi, Matti Siekkinen, Antti Ylä-Jääski:
Joint Optimization of QoE and Fairness Through Network Assisted Adaptive Mobile Video Streaming. CoRR abs/1708.02859 (2017) - 2016
- [i7]Mohammad Ashraful Hoque, Matti Siekkinen, Sasu Tarkoma:
Online Full Charge Capacity Modeling of Smartphone Batteries. CoRR abs/1604.05689 (2016) - [i6]Matti Siekkinen, Enrico Masala, Teemu Kämäräinen:
Anatomy of a Mobile Live Streaming Service: the Case of Periscope. CoRR abs/1605.04270 (2016) - [i5]Teemu Kämäräinen, Matti Siekkinen, Antti Ylä-Jääski, Wenxiao Zhang, Pan Hui:
Dissecting the End-to-end Latency of Interactive Mobile Video Applications. CoRR abs/1611.08520 (2016) - 2014
- [i4]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. CoRR abs/1403.3710 (2014) - 2013
- [i3]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma:
Mobile Multimedia Streaming : QoE and Energy Consumption Perspective. CoRR abs/1311.4317 (2013) - 2012
- [i2]Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto:
Investigating Streaming Techniques and Energy Efficiency of Mobile Video Services. CoRR abs/1209.2855 (2012) - 2011
- [i1]Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka K. Nurminen, Matti Kemppainen, Pan Hui:
Offloadable Apps using SmartDiet: Towards an analysis toolkit for mobile application developers. CoRR abs/1111.3806 (2011)
Coauthor Index
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