PhD Researcher
Vincent Latzko received his Diploma degree in Electrical Engineering and Information Technology from Technische Universität Darmstadt, with a focus on the fundamental theory of electromagnetic fields and the numerical solution of Maxwell’s equations (www.temf.de) using a multitude of mathematical and algorithmic methods (such as DG-FEM, FDTD, Symplectic or BEM/Integral Equation solvers). He worked extensively in fundamental research at one of Europe’s largest particle accelerator facilities, the GSI Helmholtzcentre for Heavy Ion Research (www.gsi.de).
In his diploma thesis with Prof. PhD Carsten Rother at the computer vision lab dresden he restored distorted depth maps using Regression Tree Fields, a non-parametric Gaussian Conditional Random Field method. He afterwards focused on analytical approaches for regression problems as well as on data driven, deep learning models.
Phone: +49 351 463-35337 Email: vincent.latzko@tu-dresden.de riot: @s1480820:tu-dresden.de
Communication Networks 2
Communication Networks 3
ICT for Smart Grids
Oberseminar & Problem Based Learning
Traffic Theory
ET1, ET2
Latzko, Vincent; Lhamo, Osel; Mehrabi, Mahshid; Vielhaus, Christian Leonard; Fitzek, Frank H. P.
Energy-Aware and Fair Multi-User Multi-Task Computation Offloading Inproceedings
In: 2023 International Conference on Computing, Networking and Communications (ICNC 2023), Honolulu, Hawaii, 2023, (accepted for publication).
BibTeX
@inproceedings{Latzko2301:Offloading, title = {Energy-Aware and Fair Multi-User Multi-Task Computation Offloading}, author = {Vincent {Latzko} and Osel {Lhamo} and Mahshid {Mehrabi} and Christian Leonard {Vielhaus} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-02-01}, urldate = {2023-02-01}, booktitle = {2023 International Conference on Computing, Networking and Communications (ICNC 2023)}, address = {Honolulu, Hawaii}, note = {accepted for publication}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Close
Vielhaus, Christian Leonard; Busch, Johannes V. S.; Geuer, Philipp; Palaios, Alexandros; Rischke, Justus; Külzer, Daniel Fabian; Latzko, Vincent; Fitzek, Frank H. P.
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks Inproceedings
In: The 20th ACM International Symposium on Mobility Management and Wireless Access (ACM MobiWac 2022), Montreal, Canada, 2022.
Links | BibTeX
@inproceedings{Viel2210:Handover, title = {Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks}, author = {Christian Leonard {Vielhaus} and Johannes V. S. {Busch} and Philipp {Geuer} and Alexandros {Palaios} and Justus {Rischke} and Daniel Fabian {K\"{u}lzer} and Vincent {Latzko} and Frank H. P. {Fitzek}}, doi = {https://doi.org/10.1145/3551660.3560913}, year = {2022}, date = {2022-10-24}, urldate = {2022-10-01}, booktitle = {The 20th ACM International Symposium on Mobility Management and Wireless Access (ACM MobiWac 2022)}, address = {Montreal, Canada}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mehrabi, Mahshid; Shen, Shiwei; Hai, Yilun; Latzko, Vincent; Koudouridis, George P.; Gelabert, Xavier; Reisslein, Martin; Fitzek, Frank H. P.
Mobility- and Energy-Aware Cooperative Edge Offloading for Dependent Computation Tasks Journal Article
In: Network, vol. 1, no. 2, pp. 191–214, 2021, ISSN: 2673-8732.
@article{network1020012, title = {Mobility- and Energy-Aware Cooperative Edge Offloading for Dependent Computation Tasks}, author = {Mahshid {Mehrabi} and Shiwei {Shen} and Yilun {Hai} and Vincent {Latzko} and George P. {Koudouridis} and Xavier {Gelabert} and Martin {Reisslein} and Frank H. P. {Fitzek}}, url = {https://www.mdpi.com/2673-8732/1/2/12}, doi = {10.3390/network1020012}, issn = {2673-8732}, year = {2021}, date = {2021-09-04}, urldate = {2021-01-01}, journal = {Network}, volume = {1}, number = {2}, pages = {191--214}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Fitzek, Frank H. P.; Steinbach, Eckehard; Cabrera, Juan A.; Latzko, Vincent; Zhang, Jiajing; Lu, Yun; Sefunç, Merve; Scheunert, Christian; Schilling, René; Traßl, Andreas; Sanchez, Andrés Villamil M.; Franchi, Norman; Fettweis, Gerhard P.
Communications and control Book Chapter
In: Fitzek, Frank H. P.; Li, Shu-Chen; Speidel, Stefanie; Strufe, Thorsten; Simsek, Meryem; Reisslein, Martin (Ed.): Tactile Internet with Human-in-the-Loop, Chapter 11, pp. 255-281, Academic Press, 2021, (later on under: https://ceti.one/book).
@inbook{CeTIBook-2020-Chap11, title = {Communications and control}, author = {Frank H. P. {Fitzek} and Eckehard {Steinbach} and Juan A. {Cabrera} and Vincent {Latzko} and Jiajing {Zhang} and Yun {Lu} and Merve {Sefun\c{c}} and Christian {Scheunert} and Ren\'{e} {Schilling} and Andreas {Tra\ssl} and Andr\'{e}s Villamil M. {Sanchez} and Norman {Franchi} and Gerhard P. {Fettweis}}, editor = {Frank H. P. {Fitzek} and Shu-Chen {Li} and Stefanie {Speidel} and Thorsten {Strufe} and Meryem {Simsek} and Martin {Reisslein}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, booktitle = {Tactile Internet with Human-in-the-Loop}, pages = {255-281}, publisher = {Academic Press}, chapter = {11}, note = {later on under: https://ceti.one/book}, keywords = {}, pubstate = {published}, tppubtype = {inbook} }
Mehrabi, Mahshid; Shen, Shiwei; Latzko, Vincent; Wang, Yuanfei; Fitzek, Frank H. P.
Energy-Aware Cooperative Offloading Framework for Inter-dependent and Delay-sensitive Tasks Inproceedings
In: 2020 IEEE Global Communications Conference: Selected Areas in Communications: Cloud & Fog/Edge Computing, Networking and Storage (Globecom2020 SAC CCNS), Taipei, Taiwan, 2020.
@inproceedings{Mehr2020:Energyc, title = {Energy-Aware Cooperative Offloading Framework for Inter-dependent and Delay-sensitive Tasks}, author = {Mahshid {Mehrabi} and Shiwei {Shen} and Vincent {Latzko} and Yuanfei {Wang} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, booktitle = {2020 IEEE Global Communications Conference: Selected Areas in Communications: Cloud \& Fog/Edge Computing, Networking and Storage (Globecom2020 SAC CCNS)}, address = {Taipei, Taiwan}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mehrabi, Mahshid; Taghdiri, Pooria; Latzko, Vincent; Salah, Hani; Fitzek, Frank H. P.
Accurate Energy-Efficient Localization Algorithm for IoT Sensors Inproceedings
In: 2020 IEEE International Conference on Communications (ICC): SAC Internet of Things Track (IEEE ICC'20 – SAC-06 IoT Track), Dublin, Ireland, 2020.
@inproceedings{Mehrabi2020, title = {Accurate Energy-Efficient Localization Algorithm for IoT Sensors}, author = {Mahshid {Mehrabi} and Pooria {Taghdiri} and Vincent {Latzko} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-06-06}, booktitle = {2020 IEEE International Conference on Communications (ICC): SAC Internet of Things Track (IEEE ICC'20 \textendash SAC-06 IoT Track)}, address = {Dublin, Ireland}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Latzko, Vincent; Vielhaus, Christian Leonard; Fitzek, Frank H. P.
Use Case Driven Evolution of Network Coding Parameters Enabling Tactile Internet Applications Inproceedings
In: 2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 – CT Symposium), Dublin, Ireland, 2020.
@inproceedings{Latzko2020, title = {Use Case Driven Evolution of Network Coding Parameters Enabling Tactile Internet Applications}, author = {Vincent {Latzko} and Christian Leonard {Vielhaus} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-06-06}, booktitle = {2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 \textendash CT Symposium)}, journal = {2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 \textendash CT Symposium)}, address = {Dublin, Ireland}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Bonetto, Riccardo; Latzko, Vincent
Machine Learning Book Chapter
In: Fitzek, Frank H. P.; Granelli, Fabrizio; Seeling, Patrick (Ed.): Computing in Communication Networks – From Theory to Practice, vol. 1, Chapter 8, pp. 143-177, Elsevier, 1, 2020, (https://cn.ifn.et.tu-dresden.de/compcombook/).
@inbook{CompBookChap08, title = {Machine Learning}, author = {Riccardo {Bonetto} and Vincent {Latzko}}, editor = {Frank H. P. {Fitzek} and Fabrizio {Granelli} and Patrick {Seeling}}, year = {2020}, date = {2020-01-01}, booktitle = {Computing in Communication Networks \textendash From Theory to Practice}, volume = {1}, pages = {143-177}, publisher = {Elsevier}, edition = {1}, chapter = {8}, series = {1}, note = {https://cn.ifn.et.tu-dresden.de/compcombook/}, keywords = {}, pubstate = {published}, tppubtype = {inbook} }
Busch, Johannes V. S.; Latzko, Vincent; Reisslein, Martin; Fitzek, Frank H. P.
Optimised Traffic Light Management Through Reinforcement Learning: Traffic State Agnostic Agent vs. Holistic Agent With Current V2I Traffic State Knowledge Journal Article
In: IEEE Open Journal of Intelligent Transportation Systems, vol. 1, pp. 201-216, 2020.
@article{9208696c, title = {Optimised Traffic Light Management Through Reinforcement Learning: Traffic State Agnostic Agent vs. Holistic Agent With Current V2I Traffic State Knowledge}, author = {Johannes V. S. {Busch} and Vincent {Latzko} and Martin {Reisslein} and Frank H. P. {Fitzek}}, doi = {10.1109/OJITS.2020.3027518}, year = {2020}, date = {2020-01-01}, journal = {IEEE Open Journal of Intelligent Transportation Systems}, volume = {1}, pages = {201-216}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Mehrabi, Mahshid; You, Dongho; Latzko, Vincent; Salah, Hani; Reisslein, Martin; Fitzek, Frank H. P.
Device-Enhanced MEC: Multi-Access Edge Computing (MEC) Aided by End Device Computation and Caching: A Survey Journal Article
In: IEEE Access, 2019.
@article{Mehrabi2019b, title = {Device-Enhanced MEC: Multi-Access Edge Computing (MEC) Aided by End Device Computation and Caching: A Survey}, author = {Mahshid {Mehrabi} and Dongho {You} and Vincent {Latzko} and Hani {Salah} and Martin {Reisslein} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-11-10}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }