Huanzhuo Wu; Yunbin Shen; Jiajing Zhang; Hani Salah; Ievgenii A. Tsokalo; Frank H. P. Fitzek
Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications Proceedings Article
In: 2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC), 2020.
BibTeX
@inproceedings{Wu2020b, title = {Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications}, author = {Huanzhuo {Wu} and Yunbin {Shen} and Jiajing {Zhang} and Hani {Salah} and Ievgenii A. {Tsokalo} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, booktitle = {2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Tung V. Doan; Chenglin Ding; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
FAST: Flexible and Low-latency State Transfer in Mobile Edge Computing Proceedings Article
In: 2020 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2020 NGNI), Taipei, Taiwan, 2020.
@inproceedings{Doan2012:FAST, title = {FAST: Flexible and Low-latency State Transfer in Mobile Edge Computing}, author = {Tung V. {Doan} and Chenglin {Ding} and Giang T. {Nguyen} and Dongho {You} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, booktitle = {2020 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2020 NGNI)}, address = {Taipei, Taiwan}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vu Nguyen; Juan A. Cabrera; Sreekrishna Pandi; Giang T. Nguyen; Frank H. P. Fitzek
Exploring the Benefits of Memory-Limited Fulcrum Recoding for Heterogeneous Nodes Proceedings Article
In: IEEE Globecom, 2020.
@inproceedings{recoding2020, title = {Exploring the Benefits of Memory-Limited Fulcrum Recoding for Heterogeneous Nodes}, author = {Vu {Nguyen} and Juan A. {Cabrera} and Sreekrishna {Pandi} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, urldate = {2020-12-07}, booktitle = {IEEE Globecom}, journal = {IEEE Globecom}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sandra Hofmann; Dominic A. Schupke; Frank H. P. Fitzek
Optimal Throughput Allocation in Air-to-Ground Networks Proceedings Article
In: 2020 IEEE Global Communications Conference (IEEE Globecom 2020), 2020.
@inproceedings{Hofmann2020, title = {Optimal Throughput Allocation in Air-to-Ground Networks}, author = {Sandra {Hofmann} and Dominic A. {Schupke} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, booktitle = {2020 IEEE Global Communications Conference (IEEE Globecom 2020)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Förster Niklas; Juan A. Cabrera; Elke Franz; Stefan Pfennig; Frank H. P. Fitzek
Efficient Confidentiality for Network Coded Distributed Storage Proceedings Article
In: IEEE Globecom, Taipei, Taiwan, 2020.
@inproceedings{securityNC2020, title = {Efficient Confidentiality for Network Coded Distributed Storage}, author = {F\"{o}rster {Niklas} and Juan A. {Cabrera} and Elke {Franz} and Stefan {Pfennig} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, urldate = {2020-12-07}, booktitle = {IEEE Globecom}, journal = {IEEE Globecom}, address = {Taipei, Taiwan}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Distributed Resource Allocation and Load Balancing in Air-to-Ground Networks Proceedings Article
In: Proceedings of 18th ACM International Symposium on Mobility Management and Wireless Access (MobiWac’20). ACM, New York, NY, USA), 2020.
@inproceedings{HofmannMobiwac2020, title = {Distributed Resource Allocation and Load Balancing in Air-to-Ground Networks}, author = {Sandra {Hofmann} and Dominic A. {Schupke} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-11-16}, booktitle = {Proceedings of 18th ACM International Symposium on Mobility Management and Wireless Access (MobiWac’20). ACM, New York, NY, USA)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Giovanni Perin; David Nophut; Leonardo Badia; Frank H. P. Fitzek
Maximizing Airtime Efficiency for Reliable Broadcast Streams in WMNs with Multi-Armed Bandits Proceedings Article
In: 2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) (IEEE UEMCON 2020), virtual, India, 2020.
Abstract | BibTeX
@inproceedings{Peri2010:Maximizing, title = {Maximizing Airtime Efficiency for Reliable Broadcast Streams in WMNs with Multi-Armed Bandits}, author = {Giovanni {Perin} and David {Nophut} and Leonardo {Badia} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-10-25}, booktitle = {2020 11th IEEE Annual Ubiquitous Computing, Electronics \& Mobile Communication Conference (UEMCON) (IEEE UEMCON 2020)}, address = {virtual, India}, abstract = {Wireless broadcast routing is a complex problem, shown in the literature to be NP-complete. Current protocols implement either heuristics to find solutions that are not guaranteed to be optimal or classic flooding. However, many future use cases, like automotive applications, industrial robotics and multimedia broadcast, will require efficient yet reliable methods. In this work, we use contextual multi-armed bandits together with opportunistic routing (OR) and network coding (NC) to find approximately optimal solutions to the problem of broadcast routing in a distributed fashion. Each router independently learns its own transmission credit, i.e., the number of packets to forward for each innovative packet received, so that the airtime cost, subject to latency constraints, is minimized. Results show that the proposed solutions, particularly the deep learning based one, vastly improve the verall reliability, while performing close to MORE multicast in terms of airtime and to B.A.T.M.A.N. in latency, both being the best candidates in the respective discipline among the tested ones.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Salvatore Dabbene; Christopher Lehmann; Claudia Campolo; Antonella Molinaro; Frank H. P. Fitzek
A MEC-assisted Vehicle Platooning Control through Docker Containers Proceedings Article
In: 2020 IEEE 3rd Connected and Automated Vehicles Symposium: IEEE CAVS 2020, Victoria, Canada, 2020.
@inproceedings{Lehmann20CAVS, title = {A MEC-assisted Vehicle Platooning Control through Docker Containers}, author = {Salvatore {Dabbene} and Christopher {Lehmann} and Claudia {Campolo} and Antonella {Molinaro} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-10-05}, booktitle = {2020 IEEE 3rd Connected and Automated Vehicles Symposium: IEEE CAVS 2020}, address = {Victoria, Canada}, abstract = {The Multi-access Edge Computing (MEC) paradigm allows several automotive applications to be offloaded from the vehicles to the edge. Besides a higher computation capability, compared to the on-board vehicle, and the shorter latency, compared to the remote cloud, the edge offers additional (context) information that is not directly available at the vehicle, e.g., via data fusion from multiple sources. In this paper we propose a high-level architecture for MEC-assisted platooning control. Within the architecture, the longitudinal controller is conceived as a virtualized application running on an edge server, and aligned with the European Telecommunications Standard Insti-tute (ETSI) MEC reference framework. Performance assessment conducted through an experimental realistic framework, coupling a vehicular mobility simulator and Docker containers, showcases the feasibility and effectiveness of our proposal.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roberto Torre; Robert-Steve Schmoll; Florian Kemser; Hani Salah; Ievgenii A. Tsokalo; Frank H. P. Fitzek
Benchmarking Live Migration Performance of Two Trendy Virtualization Technologies Proceedings Article
In: 2020 IEEE INFOCOM WKSHPS: CNERT 2020: Computer and Networking Experimental Research using Testbeds (INFOCOM 2020 WKSHPS CNERT 2020), Toronto, Canada, 2020.
@inproceedings{Torre20Benchmarking, title = {Benchmarking Live Migration Performance of Two Trendy Virtualization Technologies}, author = {Roberto {Torre} and Robert-Steve {Schmoll} and Florian {Kemser} and Hani {Salah} and Ievgenii A. {Tsokalo} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-07-06}, booktitle = {2020 IEEE INFOCOM WKSHPS: CNERT 2020: Computer and Networking Experimental Research using Testbeds (INFOCOM 2020 WKSHPS CNERT 2020)}, address = {Toronto, Canada}, abstract = {Live migration is a technology that seamlessly relocates a virtualized service between physical hosts, which allows services to rapidly adapt to environmental changes. Despite the large amount of research, mainly aiming at minimizing the downtime, there is still a lack of understanding of its performance using the most common off-the-shelf virtualization technologies, namely docker containers and KVM. Understanding the barriers of live migration will give companies the knowledge on whether the migration is possible or not, when the migration needs to be triggered, how many resources the migration will use, and under which conditions the migration will be successful. Moreover, it helps to detect bottlenecks, and also to identify which parts of the migration need to be improved. Towards a better understanding of live migration, we build a testbed and use it to migrate a computation-intensive application with docker and KVM. We evaluate the service downtime, migration time, and network usage under different conditions. The results show that KVM outperforms docker in most of the scenarios, with some critical exceptions where only docker manages to perform migration.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Tung V. Doan; Zhongyi Fan; Giang T. Nguyen; Hani Salah; Dongho You; Frank H. P. Fitzek
Follow Me, If You Can: A Framework for Seamless Migration in Mobile Edge Cloud Proceedings Article
In: 2020 IEEE INFOCOM Workshops, Toronto, Canada, 2020.
@inproceedings{Doan2020b, title = {Follow Me, If You Can: A Framework for Seamless Migration in Mobile Edge Cloud}, author = {Tung V. {Doan} and Zhongyi {Fan} and Giang T. {Nguyen} and Hani {Salah} and Dongho {You} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-07-06}, booktitle = {2020 IEEE INFOCOM Workshops}, address = {Toronto, Canada}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mahshid Mehrabi; Pooria Taghdiri; Vincent Latzko; Hani Salah; Frank H. P. Fitzek
Accurate Energy-Efficient Localization Algorithm for IoT Sensors Proceedings Article
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} }
Huanzhuo Wu; Yunbin Shen; Jiajing Zhang; Ievgenii A. Tsokalo; Hani Salah; Frank H. P. Fitzek
Component-Dependent Independent Component Analysis for Time-Sensitive Applications Proceedings Article
In: 2020 IEEE International Conference on Communications (ICC), IEEE Dublin, Ireland, 2020.
@inproceedings{Wu2020, title = {Component-Dependent Independent Component Analysis for Time-Sensitive Applications}, author = {Huanzhuo {Wu} and Yunbin {Shen} and Jiajing {Zhang} and Ievgenii A. {Tsokalo} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-06-06}, booktitle = {2020 IEEE International Conference on Communications (ICC)}, address = {Dublin, Ireland}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vincent Latzko; Christian Leonard Vielhaus; Frank H. P. Fitzek
Use Case Driven Evolution of Network Coding Parameters Enabling Tactile Internet Applications Proceedings Article
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} }
David Tomić; Sandra Hofmann; Mustafa Ozger; Dominic A. Schupke; Cicek Cavdar
Quality of Service Aware Traffic Management for Aircraft Communications Proceedings Article
In: 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), pp. 1-6, 2020.
@inproceedings{9129069, title = {Quality of Service Aware Traffic Management for Aircraft Communications}, author = {David {Tomi\'{c}} and Sandra {Hofmann} and Mustafa {Ozger} and Dominic A. {Schupke} and Cicek {Cavdar}}, year = {2020}, date = {2020-05-28}, booktitle = {2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring)}, pages = {1-6}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Andreas I. Grohmann; Frank Gabriel; Sandra Zimmermann; Frank H. P. Fitzek
SourceShift: Resilient Routing in Highly Dynamic Wireless Mesh Networks Proceedings Article
In: 2020 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2020), Seoul, Korea (South), 2020.
@inproceedings{Grohmann2020, title = {SourceShift: Resilient Routing in Highly Dynamic Wireless Mesh Networks}, author = {Andreas I. {Grohmann} and Frank {Gabriel} and Sandra {Zimmermann} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-04-05}, booktitle = {2020 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2020)}, address = {Seoul, Korea (South)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Stefano Bonafini; Riccardo Bassoli; Fabrizio Granelli; Frank H. P. Fitzek; Claudio Sacchi
Virtual Baseband Unit Splitting Exploiting Small Satellite Platforms Proceedings Article
In: 2020 IEEE Aerospace Conference, pp. 1-11, 2020.
@inproceedings{Bonafini2020, title = {Virtual Baseband Unit Splitting Exploiting Small Satellite Platforms}, author = {Stefano {Bonafini} and Riccardo {Bassoli} and Fabrizio {Granelli} and Frank H. P. {Fitzek} and Claudio {Sacchi}}, year = {2020}, date = {2020-03-01}, booktitle = {2020 IEEE Aerospace Conference}, pages = {1-11}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Ilya Sychev; Abdelrahman Abdelkader; Wojciech Kozak; Riccardo Bonetto; Frank H. P. Fitzek
Closed Loop Benchmark for Timeseries Databases Proceedings Article
In: 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2020), Las Vegas, USA, 2020.
@inproceedings{Sychev2019, title = {Closed Loop Benchmark for Timeseries Databases}, author = {Ilya {Sychev} and Abdelrahman {Abdelkader} and Wojciech {Kozak} and Riccardo {Bonetto} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-10}, booktitle = {2020 IEEE 17th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2020)}, address = {Las Vegas, USA}, abstract = {The ever growing hunger for high quality, up to date, and efficient datasets to be used in data driven models and control systems led to the diffusion of a number of database management systems specifically tailored to support operations on timeseries: Timeseries Databases. Here, we focus on the systematic performance assessment of some of the most popular TSDBs available. To this end we developed a tool specifically designed for the task at hand: SimpleMetric. By means of Simple Metric, we measure the performance of the selected TSDBs in terms of the computational overhead introduced by a number of aggregation functions in a closed loop control scenario (i.e., monitoring and actuation).}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Amr Osman; Armin Wasicek; Stefan Köpsell; Thorsten Strufe
Transparent Microsegmentation in Smart Home IoT Networks Proceedings Article
In: 3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 20), USENIX Association, 2020.
@inproceedings{OsmanWasicekKoepsell2020_1000140314, title = {Transparent Microsegmentation in Smart Home IoT Networks}, author = {Amr {Osman} and Armin {Wasicek} and Stefan {K\"{o}psell} and Thorsten {Strufe}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 20)}, publisher = {USENIX Association}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Patrick Seeling; Frank H. P. Fitzek
Binary Indicated Numbers with Bit-Level Integrated Scalability Support (BINBLISS) Proceedings Article
In: Proc. of IEEE GLOBECOM, Taipei, Taiwan, 2020.
@inproceedings{BINBLISS2020, title = {Binary Indicated Numbers with Bit-Level Integrated Scalability Support (BINBLISS)}, author = {Patrick {Seeling} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {Proc. of IEEE GLOBECOM}, address = {Taipei, Taiwan}, abstract = {The Tactile Internet is a prominent example for the need to re-evaluate the trade-off between compression and realtime needs for smaller messages from/to sensors and actuators. Considering the ultra-low latency requirements in the millisecond range, we developed a use-case agnostic low-level approach to compress the amount of data that need to be sent. Our approach combines threshold-based delta-coding for individual values (BIN) and bit-plane level flexible compression through precision reduction (BLISS). We demonstrate how realistic data savings can be obtained with low compression losses and overheads using common Tactile Internet data sets through application of our approach. We find that our agnostic and case-independent approach yields data savings over the 50 % range for low compression losses for Tactile Internet scenarios.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Huanzhuo Wu; Jia He; Máté Tömösközi; Frank H. P. Fitzek
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.
@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} }
Elif Tasdemir; Christopher Lehmann; David Nophut; Frank Gabriel; Frank H. P. Fitzek
Vehicle Platooning: Sliding Window RLNC for Low Latency and High Resilience Proceedings Article
In: IEEE ICC 2020 Workshop on V2X Technologies for Next Generation Driving Paradigm (IEEE ICC'20 Workshop – V2X-NGD), Dublin, Ireland, 2020.
@inproceedings{Tasd2006:Vehicle, title = {Vehicle Platooning: Sliding Window RLNC for Low Latency and High Resilience}, author = {Elif {Tasdemir} and Christopher {Lehmann} and David {Nophut} and Frank {Gabriel} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, booktitle = {IEEE ICC 2020 Workshop on V2X Technologies for Next Generation Driving Paradigm (IEEE ICC'20 Workshop \textendash V2X-NGD)}, address = {Dublin, Ireland}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Tung V. Doan; Zhongyi Fan; Giang T. Nguyen; Dongho You; Alexander Kropp; Hani Salah; Frank H. P. Fitzek
Seamless Service Migration Framework for Autonomous Driving in Mobile Edge Cloud Proceedings Article
In: 2020 17th IEEE Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2020), Las Vegas, USA, 2020.
@inproceedings{Doan2020b, title = {Seamless Service Migration Framework for Autonomous Driving in Mobile Edge Cloud}, author = {Tung V. {Doan} and Zhongyi {Fan} and Giang T. {Nguyen} and Dongho {You} and Alexander {Kropp} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, booktitle = {2020 17th IEEE Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2020)}, address = {Las Vegas, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Riccardo Bonetto; Ilya Sychev; Oleksandr Zhdanenko; Abdelrahman Abdelkader; Frank H. P. Fitzek
Smart Grids for Smarter Cities Proceedings Article
@inproceedings{Bonetto2020, title = {Smart Grids for Smarter Cities}, author = {Riccardo {Bonetto} and Ilya {Sychev} and Oleksandr {Zhdanenko} and Abdelrahman {Abdelkader} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, booktitle = {2020 IEEE 17th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2020)}, address = {Las Vegas, USA}, abstract = {Here we show how, based on 5G-enabled technologies, a connected power distribution grid can be split into self sufficient islands integrating self driving electric vehicles (EVs). End users form self sufficient (from the energy demand point of view) clusters called virtual power plants, and EVs serve as energy delivery devices between different VPPs. Moreover, we show how phase-to-ground faults can be detected and isolated even in the presence of distributed energy generation, thanks to low latency communication and massive IoT.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sifat Rezwan; Seokjoo Shin; Wooyeol Choi
A Study on Implementation Methods of Reinforcement Learning in NOMA Systems Proceedings Article
In: 한국통신학회 학술대회논문집, pp. 189–190, 2020.
@inproceedings{rezwan2020study, title = {A Study on Implementation Methods of Reinforcement Learning in NOMA Systems}, author = {Sifat {Rezwan} and Seokjoo {Shin} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {한국통신학회 학술대회논문집}, journal = {한국통신학회 학술대회논문집}, pages = {189--190}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Efficient user clustering and reinforcement learning based power allocation for NOMA systems Proceedings Article
In: 2020 International Conference on Information and Communication Technology Convergence (ICTC), pp. 143–147, IEEE 2020.
@inproceedings{rezwan2020efficient, title = {Efficient user clustering and reinforcement learning based power allocation for NOMA systems}, author = {Sifat {Rezwan} and Seokjoo {Shin} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {2020 International Conference on Information and Communication Technology Convergence (ICTC)}, pages = {143--147}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sifat Rezwan; Wooyeol Choi
Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems Proceedings Article
In: The 9th International Conference on Smart Media and Applications, pp. 253–257, 2020.
@inproceedings{rezwan2020q, title = {Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {The 9th International Conference on Smart Media and Applications}, pages = {253--257}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Alexander Hefele; Jose Costa-Requena
SDN managed Network Slicing in Mobile Backhaul Proceedings Article
In: 2020 International Conference on Electronics, Information, and Communication (ICEIC), pp. 1-8, 2020.
Abstract | Links | BibTeX
@inproceedings{9051225, title = {SDN managed Network Slicing in Mobile Backhaul}, author = {Alexander {Hefele} and Jose {Costa-Requena}}, doi = {10.1109/ICEIC49074.2020.9051225}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {2020 International Conference on Electronics, Information, and Communication (ICEIC)}, pages = {1-8}, abstract = {This paper provides a solution for ultra reliable low latency communication (URLLC) module for the 5G Mobile Backhaul. This proposal considers network slicing based on Software Defined Networking (SDN) to deploy URLLC communications. This paper presents the design of the modules and algorithms that implement the network slicing functionality. It will be illustrated by applying it to a emulated Mobile Backhaul environment.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Ievgenii A. Tsokalo; David Kuß; Ievgen Kharabet; Frank H. P. Fitzek; Martin Reisslein
Remote Robot Control with Human-in-the-Loop Over Long Distances using Digital Twins Proceedings Article
In: 2019 IEEE Global Communications Conference: Selected Areas in Communications: Tactile Internet (Globecom2019 SAC TI), Waikoloa, USA, 2019.
@inproceedings{Tsokalo2019, title = {Remote Robot Control with Human-in-the-Loop Over Long Distances using Digital Twins}, author = {Ievgenii A. {Tsokalo} and David {Ku\ss} and Ievgen {Kharabet} and Frank H. P. {Fitzek} and Martin {Reisslein}}, year = {2019}, date = {2019-12-09}, booktitle = {2019 IEEE Global Communications Conference: Selected Areas in Communications: Tactile Internet (Globecom2019 SAC TI)}, address = {Waikoloa, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roberto Torre; Goiuri Peralta; Oleksandr Zhdanenko; Alexander Kropp; Hani Salah; Giang T. Nguyen; Stanislav Mudriievskyi; Frank H. P. Fitzek
Enhanced Driving with 5G: A New Approach for Alleviating Traffic Congestion Proceedings Article
In: 2019 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.
@inproceedings{torre2019_enhanced, title = {Enhanced Driving with 5G: A New Approach for Alleviating Traffic Congestion}, author = {Roberto {Torre} and Goiuri Peralta and Oleksandr {Zhdanenko} and Alexander {Kropp} and Hani {Salah} and Giang T. {Nguyen} and Stanislav {Mudriievskyi} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-11-17}, booktitle = {2019 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Abdelrahman Abdelkader; Ilya Sychev; Riccardo Bonetto; Frank H. P. Fitzek
A Market Oriented, Reinforcement Learning Based Approach for Electric Vehicles Integration in Smart Micro Grids Proceedings Article
In: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2019), Beijing, China, 2019.
@inproceedings{Abdelkader2019b, title = {A Market Oriented, Reinforcement Learning Based Approach for Electric Vehicles Integration in Smart Micro Grids}, author = {Abdelrahman {Abdelkader} and Ilya {Sychev} and Riccardo {Bonetto} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-21}, booktitle = {IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2019)}, address = {Beijing, China}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roberto Torre; Hani Salah; Giang T. Nguyen; Frank H. P. Fitzek
Evaluating the Latency Overhead of Network-Coded Cooperative Networks for Different Cloud Sizes Proceedings Article
In: IEEE 5G World Forum's Secret Workshop, Dresden, Germany, 2019.
@inproceedings{Torre2019b, title = {Evaluating the Latency Overhead of Network-Coded Cooperative Networks for Different Cloud Sizes}, author = {Roberto {Torre} and Hani {Salah} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum's Secret Workshop}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sarah Irum; Roberto Torre; Hani Salah; Gerrit Schulte; Frank H. P. Fitzek
Network-coded Cooperative Communication in Virtualized Mobile Small Cells Proceedings Article
@inproceedings{Torre20192, title = {Network-coded Cooperative Communication in Virtualized Mobile Small Cells}, author = {Sarah {Irum} and Roberto {Torre} and Hani {Salah} and Gerrit {Schulte} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum's Secret Workshop}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Robert-Steve Schmoll; Tobias Fischer; Hani Salah; Frank H. P. Fitzek
Comparing and Evaluating Application-specific Boot Times of Virtualized Instances Proceedings Article
In: IEEE 5G World Forum, Dresden, Germany, 2019.
@inproceedings{Schmoll2019, title = {Comparing and Evaluating Application-specific Boot Times of Virtualized Instances}, author = {Robert-Steve {Schmoll} and Tobias {Fischer} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Ali Haider Mahdi; Gerhard P. Fettweis; Frank Hofmann; Nadia Brahmi; Bernhard Wegmann; Maciej Mühleisen; Florian Petry; Stanislav Mudriievskyi; Ahmad El Assaad; Guillaume Jornod; Norman Franchi
5G NetMobil: Pathways Towards Tactile Connected Driving Proceedings Article
@inproceedings{Mahdi2019, title = {5G NetMobil: Pathways Towards Tactile Connected Driving}, author = {Ali {Haider Mahdi} and Gerhard P. {Fettweis} and Frank {Hofmann} and Nadia {Brahmi} and Bernhard {Wegmann} and Maciej {M\"{u}hleisen} and Florian {Petry} and Stanislav {Mudriievskyi} and Ahmad {El Assaad} and Guillaume {Jornod} and Norman {Franchi}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum}, journal = {I}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Tung V. Doan; Giang T. Nguyen; Hani Salah; Sreekrishna Pandi; Michael Jarschel; Rastin Pries; Frank H. P. Fitzek
Containers vs Virtual Machines: Choosing the Right Virtualization Technology for Mobile Edge Cloud Proceedings Article
@inproceedings{Doan2019b, title = {Containers vs Virtual Machines: Choosing the Right Virtualization Technology for Mobile Edge Cloud}, author = {Tung V. {Doan} and Giang T. {Nguyen} and Hani {Salah} and Sreekrishna {Pandi} and Michael {Jarschel} and Rastin {Pries} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mahshid Mehrabi; Hani Salah; Frank H. P. Fitzek
A Survey on Mobility Management for MEC-enabled Systems Proceedings Article
@inproceedings{Mehrabi2019b, title = {A Survey on Mobility Management for MEC-enabled Systems}, author = {Mahshid {Mehrabi} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum's Secret Workshop}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Adrian Exposito Garcia; Mustafa Ozger; Aygun Baltaci; Sandra Hofmann; Damini Gera; Mats Nilson; Çiçek Çavdar; Dominic A. Schupke
Direct Air to Ground Communications for Flying Vehicles: Measurement and Scaling Study for 5G Proceedings Article
In: IEEE 5G World Forum, 2019.
Links | BibTeX
@inproceedings{5GWF2019, title = {Direct Air to Ground Communications for Flying Vehicles: Measurement and Scaling Study for 5G}, author = {Adrian {Exposito Garcia} and Mustafa {Ozger} and Aygun {Baltaci} and Sandra {Hofmann} and Damini {Gera} and Mats {Nilson} and \c{C}i\c{c}ek {\c{C}avdar} and Dominic A. {Schupke}}, doi = {10.1109/5GWF.2019.8911712}, year = {2019}, date = {2019-10-01}, booktitle = {IEEE 5G World Forum}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Máté Tömösközi; Daniel E. Lucani Rötter; Frank H. P. Fitzek; Péter Ekler
Reliable Base Proposal for Header Compression Proceedings Article
In: IEEE VTC2019, Honolulu, USA, 2019.
@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} }
Tung V. Doan; Alexander Kropp; Giang T. Nguyen; Hani Salah; Frank H. P. Fitzek
Reusing Sub-chains of Network Functions to Support MEC Services Proceedings Article
In: IEEE ISCC, Barcelona, Spain, 2019.
@inproceedings{iscc20191, title = {Reusing Sub-chains of Network Functions to Support MEC Services}, author = {Tung V. {Doan} and Alexander {Kropp} and Giang T. {Nguyen} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-06-30}, booktitle = {IEEE ISCC}, address = {Barcelona, Spain}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Muhammad Hassan; Hani Salah; Mauro Conti; Frank H. P. Fitzek; Thorsten Strufe
CoMon-DAS: A Framework for Efficient and Robust Dynamic Adaptive Streaming over NDN Proceedings Article
@inproceedings{iscc20192, title = {CoMon-DAS: A Framework for Efficient and Robust Dynamic Adaptive Streaming over NDN}, author = {Muhammad {Hassan} and Hani {Salah} and Mauro {Conti} and Frank H. P. {Fitzek} and Thorsten {Strufe}}, year = {2019}, date = {2019-06-30}, booktitle = {IEEE ISCC}, address = {Barcelona, Spain}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Máté Tömösközi; Frank H. P. Fitzek; Péter Ekler
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.
@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} }
Justus Rischke; Frank Gabriel; Sreekrishna Pandi; Giang T. Nguyen; Hani Salah; Frank H. P. Fitzek
Improving Communication Reliability Efficiently: Adaptive Redundancy for RLNC in SDN Proceedings Article
In: 2019 IEEE Conference on Network Softwarization (NetSoft) (NetSoft 2019), Paris, France, 2019.
@inproceedings{Risc1906:Improving, title = {Improving Communication Reliability Efficiently: Adaptive Redundancy for RLNC in SDN}, author = {Justus {Rischke} and Frank {Gabriel} and Sreekrishna {Pandi} and Giang T. {Nguyen} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-06-01}, booktitle = {2019 IEEE Conference on Network Softwarization (NetSoft) (NetSoft 2019)}, address = {Paris, France}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roberto Torre; Sreekrishna Pandi; Giang T. Nguyen; Frank H. P. Fitzek
Optimization of a Random Linear Network Coding System with Newton Method for Wireless Systems Proceedings Article
In: 2019 IEEE International Conference on Communications (ICC): Communication QoS, Reliability and Modeling Symposium, Shanghai, China, 2019.
@inproceedings{Torre19-rlnc-modeling, title = {Optimization of a Random Linear Network Coding System with Newton Method for Wireless Systems}, author = {Roberto {Torre} and Sreekrishna {Pandi} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-20}, booktitle = {2019 IEEE International Conference on Communications (ICC): Communication QoS, Reliability and Modeling Symposium}, address = {Shanghai, China}, abstract = {Random Linear Network Coding (RLNC) is widely considered a key enabler for 5G networks. It compensates for lost and corrupted packets by sending redundant coding packets. Despite the considerable attention RLNC received from the research community, the impact of the number of redundant coded packets on the network performance is poorly understood. An excessive number of redundancies would pollute the network with useless packets that give no additional information, and an insufficient number of redundancies would not provide enough packet loss resilience. We introduce a novel formal model for predicting the number of losses a system will have when RLNC is applied, by optimizing simulation results with the Newton-Raphson method. The model allows the sender to set the minimum amount of RLNC redundancies needed to keep the packet loss under a certain threshold. We validate our model against simulations by calculating the MSE between simulation results and our model.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Amr Osman; Pascal Brückner; Hani Salah; Frank H. P. Fitzek; Thorsten Strufe; Mathias Fischer
Sandnet: Towards High Quality of Deception in Container-based Microservice Architectures Proceedings Article
In: 2019 IEEE International Conference on Communications (ICC), 2019.
@inproceedings{Osman19, title = {Sandnet: Towards High Quality of Deception in Container-based Microservice Architectures}, author = {Amr {Osman} and Pascal {Br\"{u}ckner} and Hani {Salah} and Frank H. P. {Fitzek} and Thorsten {Strufe} and Mathias {Fischer}}, year = {2019}, date = {2019-05-20}, booktitle = {2019 IEEE International Conference on Communications (ICC)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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.
@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} }
Dongho You; Dong H. Kim; Hani Salah; Frank H. P. Fitzek
Hierarchical FEC and Modulation in Network-coded Two-way Relay Channel Proceedings Article
In: European Wireless, Aarhus, Denmark, 2019.
@inproceedings{ew20191, title = {Hierarchical FEC and Modulation in Network-coded Two-way Relay Channel}, author = {Dongho {You} and Dong H. {Kim} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-01}, booktitle = {European Wireless}, address = {Aarhus, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roberto Torre; Elena Urbano; Hani Salah; Giang T. Nguyen; Frank H. P. Fitzek
Towards a Better Understanding of Live Migration Performance with Docker Containers Proceedings Article
@inproceedings{ew20192, title = {Towards a Better Understanding of Live Migration Performance with Docker Containers}, author = {Roberto {Torre} and Elena {Urbano} and Hani {Salah} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-01}, booktitle = {European Wireless}, address = {Aarhus, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Achim Schade; Ievgenii A. Tsokalo; Hani Salah; Frank H. P. Fitzek
Enhancing Opportunistic Routing for Dynamic Environments Proceedings Article
@inproceedings{ew20193, title = {Enhancing Opportunistic Routing for Dynamic Environments}, author = {Achim {Schade} and Ievgenii A. {Tsokalo} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-01}, booktitle = {European Wireless}, address = {Aarhus, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vu Nguyen; Elif Tasdemir; Giang T. Nguyen; Daniel E. Lucani Rötter; Frank H. P. Fitzek
Tunable Expansion Packets for Fulcrum Codes Proceedings Article
In: European Wireless 2019 (EW 2019), 2019.
@inproceedings{Nguy1905:Tunable, title = {Tunable Expansion Packets for Fulcrum Codes}, author = {Vu {Nguyen} and Elif {Tasdemir} and Giang T. {Nguyen} and Daniel E. {Lucani R\"{o}tter} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-01}, booktitle = {European Wireless 2019 (EW 2019)}, abstract = {Fulcrum combines two encoding stages, first using one high Galois field, such as (GF(2^8)) and then with the binary Galois field (GF(2)). This allows intermediate and end devices, depending their computation power, to select either field to recode and decode coded packets. To ensure a high decoding probability, Fulcrum codes introduce (r) expansion packets at the outer coding stage, to increase the chance of producing linearly independent packets. However, the fixed number (r) hinder the chance of obtaining both high decoding probability and efficient transmission at a reduced computation complexity. We propose tunable expansion packet (TEP) protocols, which adjust the extra coefficients in the outer coding stage based on feedback from receivers. Comprehensive evaluations show that TEP protocols significantly increase goodput and reduce computation complexity while maintaining a low overhead.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Máté Tömösközi; Mingchuan Luo; Frank H. P. Fitzek; Péter Ekler
Initial Concept of an Oracle-Structured Stream Compression Protocol for Arbitrary Network Flows Proceedings Article
@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} }