@inproceedings{huanzhuo2022experimentenergy,

title = {Experimental Proof of the Energy Advantage of In-Network Intelligence},

author = {Huanzhuo {Wu} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Riccardo {Bassoli} and Jiajing {Zhang} and Frank H. P. {Fitzek}},

doi = { 10.1109/ICECCME55909.2022.9988244},

year  = {2022},

date = {2022-11-16},

urldate = {2022-11-16},

booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

address = {Male, Maldives},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wu2206:You,

title = {You Only Hear Once: Lightweight In-Network AI Design for Multi-Object Anomaly Detection},

author = {Huanzhuo {Wu} and Jia {He} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Jiajing {Zhang} and Frank H. P. {Fitzek}},

doi = {10.1109/MELECON53508.2022.9842904},

year  = {2022},

date = {2022-06-13},

urldate = {2022-06-13},

booktitle = {2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022)},

address = {Palermo, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wu2201:Demonstration,

title = {Demonstration of In-Network Audio Processing for Low-Latency Anomaly Detection in Smart Factories},

author = {Huanzhuo {Wu} and Yunbin {Shen} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

doi = { 10.1109/CCNC49033.2022.9700506},

year  = {2022},

date = {2022-01-08},

urldate = {2022-01-08},

booktitle = {2022 IEEE 19th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2022)},

address = {virtual},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tomo2201:Bitteiler,

title = {Bitteiler: Demonstration of Efficient and Private Massive Industrial IoT Communications},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Maroua {Taghouti} and Huanzhuo {Wu} and Frank H. P. {Fitzek}},

doi = { 10.1109/CCNC49033.2022.9700509},

year  = {2022},

date = {2022-01-08},

urldate = {2022-01-08},

booktitle = {2022 IEEE 19th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2022)},

address = {virtual},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wu21:InNetworkProcessingLowLatency,

title = {In-Network Processing for Low-Latency Industrial Anomaly Detection in Softwarized Networks},

author = {Huanzhuo {Wu} and Jia {He} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Zuo {Xiang} and Frank H. P. {Fitzek}},

year  = {2021},

date = {2021-12-07},

urldate = {2021-12-01},

booktitle = {2021 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2021 NGNI)},

address = {Madrid, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wu2106:Abstraction,

title = {Abstraction-based Multi-object Acoustic Anomaly Detection for Low-complexity Big Data Analysis},

author = {Huanzhuo {Wu} and Jia {He} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Frank H. P. {Fitzek}},

year  = {2021},

date = {2021-06-14},

booktitle = {WS17 IEEE ICC 2021 Workshop on Communication, Computing, and Networking in Cyber-Physical Systems (WS17 ICC'21 Workshop - CCN-CPS)},

address = {Montreal, Canada},

abstract = {In the deployments of cyber-physical systems, specifically predictive maintenance and Internet of Things applications, a staggering amount of data can be harvested, transmitted, and recorded. Although the collection of large data sets can be used for many solutions, its utilization is made difficult by the increased overhead on the transmission and limited processing capabilities of the underlying physical system. For such highly correlated and extensive data, this situation is usually described as data-rich, information-poor. We propose for the first time a novel one-stage method, called Information-Abstraction-Net (IA-Net), for the detection of abnormal events in multi-object anomaly detection scenarios by 

utilizing highly abstracted sensory information instead of the entire sampled data set to elevate the transmission and analysis needs of the system. We find that the computation complexity of IA-Net is reduced by half compared to competing solutions and the detection accuracy is increased by about 5-47%, as well.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tasd2021:LowLatency,

title = {Low-latency Sliding-window Recoding},

author = {Elif {Tasdemir} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Hani {Salah} and Frank H. P. {Fitzek}},

year  = {2021},

date = {2021-04-25},

booktitle = {2021 IEEE 93rd Vehicular Technology Conference: VTC2021-Spring},

address = {Helsinki, Finland},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wu2012:Y,

title = {Y-Net: A Dual Path Model for High Accuracy Blind Source Separation},

author = {Huanzhuo {Wu} and Jia {He} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Frank H. P. {Fitzek}},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE Globecom Workshops (GC Wkshps): IEEE GLOBECOM 2020 Workshop on Future of Wireless Access for Industrial IoT (FutureIIoT) (GC 2020 Workshop - FIIoT)},

address = {Taipei, Taiwan},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{T\"{o}m\"{o}sk\"{o}zi2019VTC,

title = {Reliable Base Proposal for Header Compression},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Daniel E. {Lucani R\"{o}tter} and Frank H. P. {Fitzek} and P\'{e}ter {Ekler}},

year  = {2019},

date = {2019-09-22},

booktitle = {IEEE VTC2019},

address = {Honolulu, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{TowardtheNextGenerationofFlowCompression,

title = {Toward the Next Generation of Flow Compression},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Frank H. P. {Fitzek} and P\'{e}ter {Ekler}},

year  = {2019},

date = {2019-06-09},

booktitle = {2019 IEEE 20th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM) \textendash PhD Forum (IEEE WoWMoM 2019 PhD Forum)},

abstract = {Next generation use-cases of wireless networks require a great deal of 

flexibility in order to adopt to the constantly changing state of 

innovation and to accommodate future application requirements. Recent 

research has mostly focused on the integration and enhancement of both 

versions of Robust Header Compression, instead of advancing the core 

concept of the compression. In this paper we present some of our novel 

concepts for multi-path/multi-hop, unidirectional, adaptive, reliable and 

traffic agnostic flow compression, which can diversify the application of 

header compression and make it suitable for a multitude of fifth generation 

demands.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tomo1905:Unidirectional,

title = {Unidirectional Robust Header Compression for Reliable Low Latency Mesh Networks},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Daniel E. {Lucani R\"{o}tter} and Frank H. P. {Fitzek} and P\'{e}ter {Ekler}},

year  = {2019},

date = {2019-05-20},

booktitle = {2019 IEEE International Conference on Communications (ICC): Mobile and Wireless Networks Symposium (IEEE ICC'19 \textendash MWN Symposium)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tomo1905:Initial,

title = {Initial Concept of an Oracle-Structured Stream Compression Protocol for Arbitrary Network Flows},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Mingchuan {Luo} and Frank H. P. {Fitzek} and P\'{e}ter {Ekler}},

year  = {2019},

date = {2019-05-01},

booktitle = {European Wireless 2019 (EW 2019)},

abstract = {Next generation use-cases of wireless networks require a great deal of 

flexibility in order to adopt to the constantly changing state of 

innovation and to accommodate future application requirements. Header 

compression has been an ever present solution since the advent of wireless 

networks and the most current version of it, Robust Header Compression 

(RoHC), has seen a widespread adoption in Long Term Evolution (LTE) 

cellular networks. 

 

Recent research has mostly focused on the integration and enhancement of 

RoHC, instead of advancing the core concept of the compression. In this 

paper we present for the first time a novel design that can tackle the 

compression of arbitrary packet streams regardless of the employed 

protocols and the transmitted data. We present our initial findings for an 

error-free scenario with various simulated and real-life packet streams and 

show that even with the absence of design time knowledge about the packet 

structures, one can compress a significant part of the streams, yielding 

compression gains for IP packets up to 90%, as an example.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Taghouti2019bb,

title = {Implementation of Network Coding with Recoding for Unequal-sized and Header Compressed Traffic},

author = {Maroua {Taghouti} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Malte {H\"{o}weler} and Daniel E. {Lucani R\"{o}tter} and Frank H. P. {Fitzek} and Ammar {Bouall\`{e}gue} and P\'{e}ter {Ekler}},

year  = {2019},

date = {2019-04-15},

booktitle = {IEEE Wireless Communications and Networking Conference},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tomo1805:Header,

title = {Header Compression in Opportunistic Routing},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Ievgenii A. {Tsokalo} and Sreekrishna {Pandi} and Frank H. P. {Fitzek} and P\'{e}ter {Ekler}},

year  = {2018},

date = {2018-01-01},

booktitle = {European Wireless 2018 (EW 2018)},

address = {Catania, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{TomoskoziVTC,

title = {Applying Robust Header Compression version 2 for UDP and RTP Broadcasting with Field Constraints},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

year  = {2017},

date = {2017-06-04},

publisher = {2017 IEEE 85th Vehicular Technology Conference: VTC2017-Spring},

address = {Sydney},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{TomoskoziICC17,

title = {Robust Header Compression Version 2 Power Consumption on Android Devices via Tunnelling},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

doi = {10.3311PPee.8958},

year  = {2017},

date = {2017-05-21},

booktitle = {ICC2017: WS05-International Workshop on Application of green techniques to emerging communication and computing paradigms (GCC)},

journal = {Periodica Polytechnica Electrical Engineering and Computer Science},

pages = {Online First paper 8958},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tomoskozi2016Gobecom,

title = {Regression Model Building and Efficiency Prediction of RoHCv2 Compressor Implementations for VoIP},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

year  = {2016},

date = {2016-12-04},

booktitle = {2016 IEEE Global Communications Conference (GLOBECOM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{7880979,

title = {Efficiency Gain for RoHC Compressor Implementations with Dynamic Configuration},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

doi = {10.1109/VTCFall.2016.7880979},

year  = {2016},

date = {2016-09-01},

booktitle = {2016 IEEE 84th Vehicular Technology Conference (VTC-Fall)},

pages = {1-5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{aacsb,

title = {Analysis of Robust Header Compression version 2 Compressible Packets for Utility Prediction with Bayesian Regression},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and P\'{e}ter {Ekler}},

year  = {2016},

date = {2016-06-01},

booktitle = {Automation and Applied Computer Science Workshop 2016},

pages = {1-12},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{EW16_3,

title = {Performance Prediction of Robust Header Compression version 2 for RTP Audio Streaming Using Linear Regression},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

year  = {2016},

date = {2016-01-01},

booktitle = {European Wireless 2016; 22nd European Wireless 

 Conference},

publisher = {VDE Verlag},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{7275225,

title = {Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in the Wireless Context},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}},

doi = {10.1109/ECBS-EERC.2015.16},

year  = {2015},

date = {2015-08-01},

booktitle = {2015 4th Eastern European Regional Conference on the Engineering of Computer Based Systems},

pages = {45-50},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tom15_packet_delay_charac_serial_connec,

title = {On the Packet Delay Characteristics for Serially-Connected Links using Random Linear Network Coding with and without Recoding},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Frank H. P. {Fitzek} and Daniel E. {Lucani R\"{o}tter} and Morten V. {Pedersen} and Patrick {Seeling} and P\'{e}ter {Ekler}},

isbn = {978-3-8007-3976-9},

year  = {2015},

date = {2015-01-01},

booktitle = {European Wireless 2015; 21th European Wireless Conference; Proceedings of},

pages = {196-201},

publisher = {VDE Verlag},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tom14_delay_charac_point_point_random,

title = {On the Delay Characteristics for Point-to-Point links using Random Linear Network Coding with On-the-fly Coding Capabilities},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Frank H. P. {Fitzek} and Daniel E. {Lucani R\"{o}tter} and Morten V. {Pedersen} and Patrick {Seeling}},

year  = {2014},

date = {2014-05-01},

booktitle = {The 20th European Wireless Conference},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tom13_perfor_evaluat_compar_robus_header,

title = {Performance Evaluation and Comparison of RObust Header Compression (ROHC) ROHCv1 and ROHCv2 for Multimedia Delivery},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Patrick {Seeling} and Frank H. P. {Fitzek}},

year  = {2013},

date = {2013-12-01},

booktitle = {Globecom 2013 Workshop \textendash Control Techniques for Efficient Multimedia Delivery (CTEMD)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{T\"{o}m\"{o}sk\"{o}zi2013,

title = {Robust Header Compression in Wireless Networks},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi}},

url = {https://tdk.bme.hu/VIK/DownloadPaper/Robust-Header-Compression-vezetek-nelkuli},

year  = {2013},

date = {2013-11-01},

booktitle = {TDK},

publisher = {BME},

address = {Budapest},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{T\"{o}m\"{o}sk\"{o}zi2012,

title = {State of the Art Rendering Techniques on Portable Devices},

author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi}},

url = {https://tdk.bme.hu/VIK/DownloadPaper/Fejlett-renderelesi-technikak-hordozhato},

year  = {2012},

date = {2012-11-01},

booktitle = {TDK},

publisher = {BME},

address = {Budapest},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}