Dr.-Ing. Máté Tömösközi

Researcher

Máté Tömösközi is a Senior Researcher at the Technische Universität Dresden (Dresden, Germany). He received his Ph.D. at the Technische Universität Dresden (Dresden, Germany) in 2021, his master’s degree in Computer Engineering from the Budapest University of Technology and Economics in 2013, and worked as a software engineer for acticom GmbH (Berlin, Germany) between 2012-2015 where he developed and researched various header compression implementations. He is currently leading the bitteiler EXIST research transfer project, which builds on his previous work in the field of header compression and network coding with an emphasis on massive wireless IoT networks.

Contact

Email: mate.tomoskozi@tu-dresden.de

Awards

  • Second place with Bitteiler at Deutsche Telekom Challenge 2021
    DT Challenge Winners
  • Third place with Team Smart Chair at Deutsche Telekom & Lufthansa FlyingLab Fashion Fusion 2018
    Smart Chair video
  • Best Talk of the Session at CSCS 2016
    Regression Model Building and Efficiency Prediction of Header Compression Implementations for VoIP
  • Best Paper Award at ECBS-EERC 2015
    Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in the Wireless Context
    Mate Tomoskozi, Patrick Seeling, Peter Ekler and Frank H. P. Fitzek
  • 3rd Place at BME VIK TDK 2013
    Robust Header Compression in Wireless Networks
  • Special Award at BME VIK TDK 2012
    State of the Art Rendering Techniques on Portable Devices

Teaching

Technische Universität Dresden, Dresden, Germany, 2017 – 2018

  • “Communication Networks 3” (Machine Learning)

Budapest University of Technology and Economics, Budapest, Hungary, 2012, 2015 – 2016

  • “Android-based software development”
  • “Basics of Programming 2” (C++)
  • “Mobile Software Development” (Java ME, Android, WP)
  • “Distributed Systems and Mobile Software Laboratory” (Android)
  • “Measurement Laboratory 3” (ATMega)

University of Szeged, Szeged, Hungary, 2009 – 2010

  • “Assembly Programming”
  • “Programming II” (C++)
  • “Programming I” (OOP, Java)
  • “Fundamentals of Information Technology”

Publications:

2023

Muschter, Evelyn; Schulz, Jonas; Tömösközi, Máté; Herbst, Leonie; Küssel, Lena; Sefunç, Merve; Holtzhausen, Stefan; Speidel, Stefanie; Fitzek, Frank H. P.; Li, Shu-Chen

Coming in handy: CeTI-Age—A comprehensive database of kinematic hand movements across the lifespan Journal Article

In: Scientific Data, vol. 10, pp. 826:1–15, 2023, (Open Access).

Links | BibTeX

2022

Wu, Huanzhuo; Tömösközi, Máté; Bassoli, Riccardo; Zhang, Jiajing; Fitzek, Frank H. P.

Experimental Proof of the Energy Advantage of In-Network Intelligence Proceedings Article

In: International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Male, Maldives, 2022.

Links | BibTeX

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Zhang, Jiajing; Fitzek, Frank H. P.

You Only Hear Once: Lightweight In-Network AI Design for Multi-Object Anomaly Detection Proceedings Article

In: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022), Palermo, Italy, 2022.

Links | BibTeX

Tömösközi, Máté; Reisslein, Martin; Fitzek, Frank H. P.

Packet Header Compression: A Principle-Based Survey of Standards and Recent Research Studies Journal Article

In: IEEE Communications Surveys Tutorials, vol. 24, no. 1, pp. 698-740, 2022.

Links | BibTeX

Wu, Huanzhuo; Shen, Yunbin; Tömösközi, Máté; Nguyen, Giang T.; Fitzek, Frank H. P.

Demonstration of In-Network Audio Processing for Low-Latency Anomaly Detection in Smart Factories Proceedings Article

In: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2022), virtual, 2022.

Links | BibTeX

Tömösközi, Máté; Taghouti, Maroua; Wu, Huanzhuo; Fitzek, Frank H. P.

Bitteiler: Demonstration of Efficient and Private Massive Industrial IoT Communications Proceedings Article

In: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2022), virtual, 2022.

Links | BibTeX

2021

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Xiang, Zuo; Fitzek, Frank H. P.

In-Network Processing for Low-Latency Industrial Anomaly Detection in Softwarized Networks Proceedings Article

In: 2021 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2021 NGNI), Madrid, Spain, 2021.

BibTeX

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Fitzek, Frank H. P.

Abstraction-based Multi-object Acoustic Anomaly Detection for Low-complexity Big Data Analysis Proceedings Article

In: WS17 IEEE ICC 2021 Workshop on Communication, Computing, and Networking in Cyber-Physical Systems (WS17 ICC'21 Workshop - CCN-CPS), Montreal, Canada, 2021.

Abstract | BibTeX

Tasdemir, Elif; Tömösközi, Máté; Salah, Hani; Fitzek, Frank H. P.

Low-latency Sliding-window Recoding Proceedings Article

In: 2021 IEEE 93rd Vehicular Technology Conference: VTC2021-Spring, Helsinki, Finland, 2021.

BibTeX

Tasdemir, Elif; Tömösközi, Máté; Cabrera, Juan A.; Gabriel, Frank; You, Dongho; Fitzek, Frank H. P.; Reisslein, Martin

SpaRec: Sparse Systematic RLNC Recoding in Multi-hop Networks Journal Article

In: IEEE Access, pp. 1-1, 2021.

Links | BibTeX

2020

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Fitzek, Frank H. P.

Y-Net: A Dual Path Model for High Accuracy Blind Source Separation Proceedings Article

In: 2020 IEEE Globecom Workshops (GC Wkshps): IEEE GLOBECOM 2020 Workshop on Future of Wireless Access for Industrial IoT (FutureIIoT) (GC 2020 Workshop - FIIoT), Taipei, Taiwan, 2020.

BibTeX

Tömösközi, Máté

Machine Learning for Flow Compression Book Chapter

In: Fitzek, Frank H. P.; Granelli, Fabrizio; Seeling, Patrick (Ed.): Computing in Communication Networks – From Theory to Practice, vol. 1, Chapter 17, pp. 313-328, Elsevier, 1, 2020, (https://cn.ifn.et.tu-dresden.de/compcombook/).

BibTeX

2019

Tömösközi, Máté; Rötter, Daniel E. Lucani; Fitzek, Frank H. P.; Ekler, Péter

Reliable Base Proposal for Header Compression Proceedings Article

In: IEEE VTC2019, Honolulu, USA, 2019.

BibTeX

Tömösközi, Máté; Fitzek, Frank H. P.; Ekler, Péter

Toward the Next Generation of Flow Compression Proceedings Article

In: 2019 IEEE 20th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM) – PhD Forum (IEEE WoWMoM 2019 PhD Forum), 2019.

Abstract | BibTeX

Tömösközi, Máté; Rötter, Daniel E. Lucani; Fitzek, Frank H. P.; Ekler, Péter

Unidirectional Robust Header Compression for Reliable Low Latency Mesh Networks Proceedings Article

In: 2019 IEEE International Conference on Communications (ICC): Mobile and Wireless Networks Symposium (IEEE ICC'19 – MWN Symposium), 2019.

BibTeX

Taghouti, Maroua; Tömösközi, Máté; Waurick, Tobias; Chorppath, Anil K.; Fitzek, Frank H. P.

On the Joint Design of Compressed Sensing and Network Coding for Wireless Communications Journal Article

In: Transactions on Emerging Telecommunications Technologies, 2019.

BibTeX

Tömösközi, Máté; Luo, Mingchuan; Fitzek, Frank H. P.; Ekler, Péter

Initial Concept of an Oracle-Structured Stream Compression Protocol for Arbitrary Network Flows Proceedings Article

In: European Wireless 2019 (EW 2019), 2019.

Abstract | BibTeX

Taghouti, Maroua; Tömösközi, Máté; Höweler, Malte; Rötter, Daniel E. Lucani; Fitzek, Frank H. P.; Bouallègue, Ammar; Ekler, Péter

Implementation of Network Coding with Recoding for Unequal-sized and Header Compressed Traffic Proceedings Article

In: IEEE Wireless Communications and Networking Conference, 2019.

BibTeX

2018

Tömösközi, Máté; Tsokalo, Ievgenii A.; Pandi, Sreekrishna; Fitzek, Frank H. P.; Ekler, Péter

Header Compression in Opportunistic Routing Proceedings Article

In: European Wireless 2018 (EW 2018), Catania, Italy, 2018.

BibTeX

2017

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Applying Robust Header Compression version 2 for UDP and RTP Broadcasting with Field Constraints Proceedings Article

In: 2017 IEEE 85th Vehicular Technology Conference: VTC2017-Spring, Sydney, 2017.

BibTeX

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in Static and Dynamic Wireless Contexts Journal Article

In: Computer Science and Information Systems, vol. 14, no. 2, pp. 283-308, 2017.

BibTeX

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Robust Header Compression Version 2 Power Consumption on Android Devices via Tunnelling Proceedings Article

In: ICC2017: WS05-International Workshop on Application of green techniques to emerging communication and computing paradigms (GCC), pp. Online First paper 8958, 2017.

Links | BibTeX

Tömösközi, Máté; Ekler, Péter; Fitzek, Frank H. P.

Prediction of RoHCv1 and RoHCv2 Compressor Utilities for VoIP Journal Article

In: Acta Cybernetica, 2017.

BibTeX

2016

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Regression Model Building and Efficiency Prediction of RoHCv2 Compressor Implementations for VoIP Proceedings Article

In: 2016 IEEE Global Communications Conference (GLOBECOM), 2016.

BibTeX

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Efficiency Gain for RoHC Compressor Implementations with Dynamic Configuration Proceedings Article

In: 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), pp. 1-5, 2016.

Links | BibTeX

Tömösközi, Máté; Ekler, Péter

Analysis of Robust Header Compression version 2 Compressible Packets for Utility Prediction with Bayesian Regression Proceedings Article

In: Automation and Applied Computer Science Workshop 2016, pp. 1-12, 2016.

BibTeX

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Performance Evaluation of Network Header Compression Schemes for UDP, RTP and TCP Journal Article

In: Periodica Polytechnica Electrical Engineering and Computer Science, pp. Online First paper 8958, 2016.

Links | BibTeX

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Performance Prediction of Robust Header Compression version 2 for RTP Audio Streaming Using Linear Regression Proceedings Article

In: European Wireless 2016; 22nd European Wireless Conference, VDE Verlag, 2016.

BibTeX

2015

Tömösközi, Máté; Seeling, Patrick; Ekler, Péter; Fitzek, Frank H. P.

Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in the Wireless Context Proceedings Article

In: 2015 4th Eastern European Regional Conference on the Engineering of Computer Based Systems, pp. 45-50, 2015.

Links | BibTeX

Tömösközi, Máté; Fitzek, Frank H. P.; Rötter, Daniel E. Lucani; Pedersen, Morten V.; Seeling, Patrick; Ekler, Péter

On the Packet Delay Characteristics for Serially-Connected Links using Random Linear Network Coding with and without Recoding Proceedings Article

In: European Wireless 2015; 21th European Wireless Conference; Proceedings of, pp. 196-201, VDE Verlag, 2015, ISBN: 978-3-8007-3976-9.

BibTeX

2014

Tömösközi, Máté; Fitzek, Frank H. P.; Rötter, Daniel E. Lucani; Pedersen, Morten V.; Seeling, Patrick

On the Delay Characteristics for Point-to-Point links using Random Linear Network Coding with On-the-fly Coding Capabilities Proceedings Article

In: The 20th European Wireless Conference, 2014.

BibTeX

2013

Tömösközi, Máté; Seeling, Patrick; Fitzek, Frank H. P.

Performance Evaluation and Comparison of RObust Header Compression (ROHC) ROHCv1 and ROHCv2 for Multimedia Delivery Proceedings Article

In: Globecom 2013 Workshop – Control Techniques for Efficient Multimedia Delivery (CTEMD), 2013.

BibTeX

Tömösközi, Máté

Robust Header Compression in Wireless Networks Proceedings Article

In: TDK, BME, Budapest, 2013.

Links | BibTeX

2012

Tömösközi, Máté

State of the Art Rendering Techniques on Portable Devices Proceedings Article

In: TDK, BME, Budapest, 2012.

Links | BibTeX

Supervisions:

Technische Universität Dresden

  • Implementation of Unidirectional Reliable Oracle Structured Stream Compression (Liyao Qu, 2019, Student thesis)
  • Implementation of Overlapping Progressive Shortening for Unequal-sized Packets (Xiaoyan Yu, 2019, Student thesis, co-supervised with Maroua Taghouti)
  • Machine Learning Enabled Generalised Header Compression (Mingchuan Luo, 2019, Diploma)
  • Evaluation of Machine Learning Models in Wireless Networks for Compressed Realtime Traiffic Optimisation (Yiqi Tang, 2019, Student thesis)
  • Implementation of Unequal-sized Packets Network Coding for Robust Header Compression version 2 Compressed IP-based Multimedia Streams (Malte Höweler, 2018, Student thesis, co-supervised with Maroua Taghouti)
  • Real-time Wireless Guidance System for Cyclists (Jonas Bechtel, 2018, Diploma, co-supervised with Ievgenii Tsokalo)

Budapest University of Technology and Economics

  • Native Game Engine Development (Krisztián Csordás, 2016)
  • Development of an Android Client for the TeamMeUp Sportmate Finder and Sport Event Organizer System (Csaba András Bedő, 2015)
  • Development of New Features and Front-end for the TeamMeUp Sportmate Finder System (János Zoltán Balogh, 2015)

Research Interests:

  • Header Compression
  • Network Coding