V
Vincent Latzko
Researcher at Dresden University of Technology
Publications - 10
Citations - 191
Vincent Latzko is an academic researcher from Dresden University of Technology. The author has contributed to research in topics: Edge computing & Computer science. The author has an hindex of 2, co-authored 8 publications receiving 79 citations.
Papers
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Journal ArticleDOI
Device-Enhanced MEC: Multi-Access Edge Computing (MEC) Aided by End Device Computation and Caching: A Survey
TL;DR: This article comprehensively surveys the topic area of device-enhanced MEC mechanisms, i.e., mechanisms that jointly utilize the resources of the community of end devices and the installed MEC to provide services to end devices.
Journal ArticleDOI
Optimised Traffic Light Management Through Reinforcement Learning: Traffic State Agnostic Agent vs. Holistic Agent With Current V2I Traffic State Knowledge
TL;DR: This study designs representative Deep Reinforcement Learning agents that learn the control of multiple traffic lights without and with current traffic state information, and finds that the holistic system substantially increases average vehicle velocities and flow rates, while reducing CO2 emissions, average wait and trip times, as well as a driver stress metric.
Journal ArticleDOI
Mobility- and Energy-Aware Cooperative Edge Offloading for Dependent Computation Tasks
Mahshid Mehrabi,Shiwei Shen,Yilun Hai,Vincent Latzko,George Koudouridis,Xavier Gelabert,Martin Reisslein,Frank H. P. Fitzek +7 more
TL;DR: The numerical evaluations indicate that the EETO approach consistently reduces the battery energy consumption across a wide range of task complexities and task completion deadlines and can thus extend the battery lifetimes of mobile devices operating with sliced edge computing resources.
Proceedings ArticleDOI
Energy-Aware Cooperative Offloading Framework for Inter-dependent and Delay-sensitive Tasks
TL;DR: In this paper, a basic three-node MEC system consisting of a user node with sequentially-dependent tasks, a helper/relay node, and a MEC server located at the base station is considered.
Book ChapterDOI
Communications and control
Frank H. P. Fitzek,Eckehard Steinbach,A G Juan Cabrera,Vincent Latzko,Jiajing Zhang,Yun Lu,Merve Sefunc,Christian Scheunert,René L. Schilling,Andreas Trasl,Andres Villamil,Norman Franchi,Gerhard Fettweis +12 more
TL;DR: This book chapter describes the research targets of Tactile Internet with Human-in-the-Loop (TaHiL) in the field of Communications and Control and the fundamental research topics for communications and control are presented.