Zuo Xiang; Patrick Seeling; Frank H. P. Fitzek
You Only Look Once, But Compute Twice: Service Function Chaining for Low-Latency Object Detection in Softwarized Networks Journal Article
In: Applied Sciences, vol. 11, no. 5, 2021, ISSN: 2076-3417.
Abstract | Links | BibTeX
@article{app11052177, title = {You Only Look Once, But Compute Twice: Service Function Chaining for Low-Latency Object Detection in Softwarized Networks}, author = {Zuo {Xiang} and Patrick {Seeling} and Frank H. P. {Fitzek}}, url = {https://www.mdpi.com/2076-3417/11/5/2177}, doi = {10.3390/app11052177}, issn = {2076-3417}, year = {2021}, date = {2021-01-01}, journal = {Applied Sciences}, volume = {11}, number = {5}, abstract = {With increasing numbers of computer vision and object detection application scenarios, those requiring ultra-low service latency times have become increasingly prominent; e.g., those for autonomous and connected vehicles or smart city applications. The incorporation of machine learning through the applications of trained models in these scenarios can pose a computational challenge. The softwarization of networks provides opportunities to incorporate computing into the network, increasing flexibility by distributing workloads through offloading from client and edge nodes over in-network nodes to servers. In this article, we present an example for splitting the inference component of the YOLOv2 trained machine learning model between client, network, and service side processing to reduce the overall service latency. Assuming a client has 20% of the server computational resources, we observe a more than 12-fold reduction of service latency when incorporating our service split compared to on-client processing and and an increase in speed of more than 25% compared to performing everything on the server. Our approach is not only applicable to object detection, but can also be applied in a broad variety of machine learning-based applications and services.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
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Patrick Seeling; Martin Reisslein; Frank H. P. Fitzek
Real-Time Compression for Tactile Internet Data Streams Journal Article
In: Sensors, vol. 21, no. 5, 2021, ISSN: 1424-8220.
@article{SeeReiFit2021:RTC, title = {Real-Time Compression for Tactile Internet Data Streams}, author = {Patrick {Seeling} and Martin {Reisslein} and Frank H. P. {Fitzek}}, url = {https://www.mdpi.com/1424-8220/21/5/1924}, doi = {10.3390/s21051924}, issn = {1424-8220}, year = {2021}, date = {2021-01-01}, journal = {Sensors}, volume = {21}, number = {5}, abstract = {The Tactile Internet will require ultra-low latencies for combining machines and humans in systems where humans are in the control loop. Real-time and perceptual coding in these systems commonly require content-specific approaches. We present a generic approach based on deliberately reduced number accuracy and evaluate the trade-off between savings achieved and errors introduced with real-world data for kinesthetic movement and tele-surgery. Our combination of bitplane-level accuracy adaptability with perceptual threshold-based limits allows for great flexibility in broad application scenarios. Combining the attainable savings with the relatively small introduced errors enables the optimal selection of a working point for the method in actual implementations.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Sisay Tadesse Arzo; Claire Naiga; Fabrizio Granelli; Riccardo Bassoli; Michael Devetsikiotis; Frank H. P. Fitzek
A Theoretical Discussion and Survey of Network Automation for IoT: Challenges and Opportunity Journal Article
In: IEEE Internet of Things Journal, pp. 1-1, 2021.
Links | BibTeX
@article{9416288, title = {A Theoretical Discussion and Survey of Network Automation for IoT: Challenges and Opportunity}, author = {Sisay Tadesse {Arzo} and Claire {Naiga} and Fabrizio {Granelli} and Riccardo {Bassoli} and Michael {Devetsikiotis} and Frank H. P. {Fitzek}}, doi = {10.1109/JIOT.2021.3075901}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Internet of Things Journal}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Jonathan Rodriguez; Georgios P. Koudouridis; Xavier Gelabert; Muhammad Tayyab; Riccardo Bassoli; Frank H. P. Fitzek; Roberto Torre; Raed A. Abd-Alhameed; Maryam Sahedin; Issa Elfergani; Sarah Irum; Gerrit Schulte; Pedro Diogo; Fatma Marzouk; Marcus de Ree; Georgios Mantas; Ilias Politis
Secure Virtual Mobile Small Cells: A Stepping Stone Towards 6G Journal Article
In: IEEE Communications Standards Magazine, pp. 1-15, 2021.
@article{9409841, title = {Secure Virtual Mobile Small Cells: A Stepping Stone Towards 6G}, author = {Jonathan {Rodriguez} and Georgios P. {Koudouridis} and Xavier {Gelabert} and Muhammad {Tayyab} and Riccardo {Bassoli} and Frank H. P. {Fitzek} and Roberto {Torre} and Raed A. {Abd-Alhameed} and Maryam {Sahedin} and Issa {Elfergani} and Sarah {Irum} and Gerrit {Schulte} and Pedro {Diogo} and Fatma {Marzouk} and Marcus {de Ree} and Georgios {Mantas} and Ilias {Politis}}, doi = {10.1109/MCOMSTD.001.2000019}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Communications Standards Magazine}, pages = {1-15}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Roberto Ferrara; Riccardo Bassoli; Christian Deppe; Frank H. P. Fitzek; Holger Boche
The Computational and Latency Advantage of Quantum Communication Networks Journal Article
In: IEEE Communications Magazine, vol. 59, no. 6, pp. 132-137, 2021.
@article{Bassoli21:AdvantagesQuantum, title = {The Computational and Latency Advantage of Quantum Communication Networks}, author = {Roberto {Ferrara} and Riccardo {Bassoli} and Christian {Deppe} and Frank H. P. {Fitzek} and Holger {Boche}}, doi = {10.1109/MCOM.011.2000863}, year = {2021}, date = {2021-01-01}, journal = {IEEE Communications Magazine}, volume = {59}, number = {6}, pages = {132-137}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Justus Rischke; Peter Sossalla; Sebastian A. W. Itting; Frank H. P. Fitzek; Martin Reisslein
5G Campus Networks: A First Measurement Study Journal Article
In: IEEE Access, vol. 9, pp. 121786-121803, 2021.
@article{9524600, title = {5G Campus Networks: A First Measurement Study}, author = {Justus {Rischke} and Peter {Sossalla} and Sebastian A. W. {Itting} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = {10.1109/ACCESS.2021.3108423}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Access}, volume = {9}, pages = {121786-121803}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Zuo Xiang; Malte Höweler; Dongho You; Martin Reisslein; Frank H. P. Fitzek
X-MAN: A Non-intrusive Power Manager for Energy-adaptive Cloud-native Network Functions Journal Article
In: IEEE Transactions on Network and Service Management, 2021.
BibTeX
@article{zuo2021:x-man, title = {X-MAN: A Non-intrusive Power Manager for Energy-adaptive Cloud-native Network Functions}, author = {Zuo {Xiang} and Malte {H\"{o}weler} and Dongho {You} and Martin {Reisslein} and Frank H. P. {Fitzek}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Transactions on Network and Service Management}, publisher = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Elif Tasdemir; Máté Tömösközi; Juan A. Cabrera; Frank Gabriel; Dongho You; Frank H. P. Fitzek; Martin Reisslein
SpaRec: Sparse Systematic RLNC Recoding in Multi-hop Networks Journal Article
In: IEEE Access, pp. 1-1, 2021.
@article{tasdemir2021sparec, title = {SpaRec: Sparse Systematic RLNC Recoding in Multi-hop Networks}, author = {Elif {Tasdemir} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Juan A. {Cabrera} and Frank {Gabriel} and Dongho {You} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = {10.1109/ACCESS.2021.3137209}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Access}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Sifat Rezwan; Wooyeol Choi
Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems Journal Article
In: IEEE Access, vol. 9, pp. 41468-41481, 2021.
@article{9374918, title = {Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, doi = {10.1109/ACCESS.2021.3065314}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Access}, volume = {9}, pages = {41468-41481}, keywords = {}, pubstate = {published}, tppubtype = {article} }
A survey on applications of reinforcement learning in flying ad-hoc networks Journal Article
In: Electronics, vol. 10, no. 4, pp. 449, 2021.
@article{rezwan2021survey, title = {A survey on applications of reinforcement learning in flying ad-hoc networks}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {Electronics}, volume = {10}, number = {4}, pages = {449}, publisher = {Multidisciplinary Digital Publishing Institute}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Roberto Torre; Israel Leiva-Mayorga; Sreekrishna Pandi; Hani Salah; Giang T. Nguyen; Frank H. P. Fitzek
Implementation of Network-Coded Cooperation for Energy Efficient Content Distribution in 5G Mobile Small Cells Journal Article
In: IEEE Access, 2020.
@article{Torre2020:ncc-impl, title = {Implementation of Network-Coded Cooperation for Energy Efficient Content Distribution in 5G Mobile Small Cells}, author = {Roberto {Torre} and Israel {Leiva-Mayorga} and Sreekrishna {Pandi} and Hani {Salah} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, doi = {10.1109/ACCESS.2020.3029601}, year = {2020}, date = {2020-10-01}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Johannes V. S. Busch; Vincent Latzko; Martin Reisslein; Frank H. P. Fitzek
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 = {2020-09-29}, urldate = {2020-09-29}, journal = {IEEE Open Journal of Intelligent Transportation Systems}, volume = {1}, pages = {201-216}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Vu Nguyen; Elif Tasdemir; Giang T. Nguyen; Daniel E. Lucani Rötter; Frank H. P. Fitzek; Martin Reisslein
DSEP Fulcrum: Dynamic Sparsity and Expansion Packets for Fulcrum Network Coding Journal Article
In: IEEE Access, vol. 8, pp. 78293-78314, 2020.
@article{Nguyen2020, title = {DSEP Fulcrum: Dynamic Sparsity and Expansion Packets for Fulcrum Network Coding}, author = {Vu {Nguyen} and Elif {Tasdemir} and Giang T. {Nguyen} and Daniel E. {Lucani R\"{o}tter} and Frank H. P. {Fitzek} and Martin {Reisslein}}, url = {https://doi.org/10.1109/ACCESS.2020.2989619}, year = {2020}, date = {2020-04-20}, journal = {IEEE Access}, volume = {8}, pages = {78293-78314}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Vu Nguyen; Juan A. Cabrera; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
Versatile Network Codes: Energy Consumption in Heterogeneous IoT Devices Journal Article
@article{Vu2020, title = {Versatile Network Codes: Energy Consumption in Heterogeneous IoT Devices}, author = {Vu {Nguyen} and Juan A. {Cabrera} and Giang T. {Nguyen} and Dongho {You} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Sisay Tadesse Arzo; Riccardo Bassoli; Fabrizio Granelli; Frank H. P. Fitzek
Study of Virtual Network Function Placement in 5G Cloud Radio Access Network Journal Article
In: IEEE Transactions on Network and Service Management, pp. 1-1, 2020.
@article{Arzo2020, title = {Study of Virtual Network Function Placement in 5G Cloud Radio Access Network}, author = {Sisay Tadesse {Arzo} and Riccardo {Bassoli} and Fabrizio {Granelli} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, journal = {IEEE Transactions on Network and Service Management}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Justus Rischke; Peter Sossalla; Hani Salah; Frank H. P. Fitzek; Martin Reisslein
QR-SDN: Towards Reinforcement Learning States, Actions, and Rewards for Direct Flow Routing in Software-Defined Networks Journal Article
In: IEEE Access, 2020, ISSN: 2169-3536.
@article{9201294, title = {QR-SDN: Towards Reinforcement Learning States, Actions, and Rewards for Direct Flow Routing in Software-Defined Networks}, author = {Justus {Rischke} and Peter {Sossalla} and Hani {Salah} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = {10.1109/ACCESS.2020.3025432}, issn = {2169-3536}, year = {2020}, date = {2020-01-01}, journal = {IEEE Access}, abstract = {Flow routing can achieve fine-grained network performance optimizations by routing distinct packet traffic flows over different network paths. While the centralized control of Software-Defined Networking (SDN) provides a control framework for implementing centralized network optimizations, e.g., optimized flow routing, the implementation of flow routing that is adaptive to varying traffic loads requires complex models. The goal of this study is to pursue a model-free approach that is based on reinforcement learning. We design and evaluate QR-SDN, a classical tabular reinforcement learning approach that directly represents the routing paths of individual flows in its state-action space. Due to the direct representation of flow routes in the QR-SDN state-action space, QR-SDN is the first reinforcement learning SDN routing approach to enable multiple routing paths between a given source (ingress) switch\textendashdestination (egress) switch pair while preserving the flow integrity. That is, in QR-SDN, packets of a given flow take the same routing path, while different flows with the same source-destination switch pair may take different routes (in contrast, the recent DRL-TE approach splits a given flow on a per-packet basis incurring high complexity and out-of-order packets). We implemented QR-SDN in a Software-Defined Network (SDN) emulation testbed. Our evaluations demonstrate that the flow-preserving multi-path routing of QR-SDN achieves substantially lower flow latencies than prior routing approaches that determine only a single source-destination route. A limitation of QR-SDN is that the state-action space grows exponentially with the number of network nodes. Addressing the scalability of direct flow routing, e.g., through routing only high-rate flows, is an important direction for future research. The QR-SDN code is made publicly available to support this future research.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Fabrizio Granelli; Cristina Costa; Jiajing Zhang; Riccardo Bassoli; Frank H. P. Fitzek
Design of an On-Demand Agile 5G Multi-Access Edge Computing Platform Using Aerial Vehicles Journal Article
In: IEEE Communications Standards Magazine, vol. 4, no. 4, pp. 34-41, 2020.
@article{9316545, title = {Design of an On-Demand Agile 5G Multi-Access Edge Computing Platform Using Aerial Vehicles}, author = {Fabrizio {Granelli} and Cristina {Costa} and Jiajing {Zhang} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/MCOMSTD.001.2000016}, year = {2020}, date = {2020-01-01}, journal = {IEEE Communications Standards Magazine}, volume = {4}, number = {4}, pages = {34-41}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Riccardo Bassoli; Fabrizio Granelli; Claudio Sacchi; Stefano Bonafini; Frank H. P. Fitzek
CubeSat-Based 5G Cloud Radio Access Networks: A Novel Paradigm for On-Demand Anytime/Anywhere Connectivity Journal Article
In: IEEE Vehicular Technology Magazine, vol. 15, no. 2, pp. 39-47, 2020.
@article{Bassoli2020, title = {CubeSat-Based 5G Cloud Radio Access Networks: A Novel Paradigm for On-Demand Anytime/Anywhere Connectivity}, author = {Riccardo {Bassoli} and Fabrizio {Granelli} and Claudio {Sacchi} and Stefano {Bonafini} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, journal = {IEEE Vehicular Technology Magazine}, volume = {15}, number = {2}, pages = {39-47}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Israel Leiva-Mayorga; Roberto Torre; Vicent Plà Boscà; Sreekrishna Pandi; Giang T. Nguyen; Jorge Martinez-Bauset; Frank H. P. Fitzek
Network-coded cooperation and multi-connectivity for massive content delivery Journal Article
@article{Leiva-Mayorga2020, title = {Network-coded cooperation and multi-connectivity for massive content delivery}, author = {Israel {Leiva-Mayorga} and Roberto {Torre} and Vicent {Pl\`{a} Bosc\`{a}} and Sreekrishna {Pandi} and Giang T. {Nguyen} and Jorge {Martinez-Bauset} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-01}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Mahshid Mehrabi; Dongho You; Vincent Latzko; Hani Salah; Martin Reisslein; Frank H. P. Fitzek
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} }
Kurniawan D. Irianto; Giang T. Nguyen; Hani Salah; Frank H. P. Fitzek
Partial Packet in Wireless Networks: A Review of Error Recovery Approaches Journal Article
In: IET Communications, 2019.
@article{Irianto19, title = {Partial Packet in Wireless Networks: A Review of Error Recovery Approaches}, author = {Kurniawan D. {Irianto} and Giang T. {Nguyen} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-11-06}, journal = {IET Communications}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Patrik J. Braun; Adam Budai; Janos Levendovszky; Marton A. Sipos; Peter Ekler; Frank H. P. Fitzek
Mobile Peer-to-Peer Assisted Coded Streaming Journal Article
@article{Braun19b, title = {Mobile Peer-to-Peer Assisted Coded Streaming}, author = {Patrik J. {Braun} and Adam {Budai} and Janos {Levendovszky} and Marton A. {Sipos} and Peter {Ekler} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-10-21}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Vu Nguyen; Juan A. Cabrera; Dongho You; Hani Salah; Giang T. Nguyen; Frank H. P. Fitzek
Advanced Adaptive Decoder Using Fulcrum Network Codes Journal Article
In: IEEE Access, vol. 7, pp. 141648-141661, 2019.
@article{Vu2019b, title = {Advanced Adaptive Decoder Using Fulcrum Network Codes}, author = {Vu {Nguyen} and Juan A. {Cabrera} and Dongho {You} and Hani {Salah} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, url = {https://doi.org/10.1109/ACCESS.2019.2944232}, year = {2019}, date = {2019-09-27}, urldate = {2019-09-27}, journal = {IEEE Access}, volume = {7}, pages = {141648-141661}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Dongho You; Dong H. Kim
Combined Inter-layer FEC and Hierarchical QAM for Stereoscopic 3D Video Transmission Journal Article
In: Wireless Personal Communications, 2019, ISBN: 1572-834X.
@article{You2019-1, title = {Combined Inter-layer FEC and Hierarchical QAM for Stereoscopic 3D Video Transmission}, author = {Dongho {You} and Dong H. {Kim}}, url = {https://doi.org/10.1007/s11277-019-06804-1}, doi = {10.1007/s11277-019-06804-1}, isbn = {1572-834X}, year = {2019}, date = {2019-09-27}, journal = {Wireless Personal Communications}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Dongho You; Tung V. Doan; Roberto Torre; Mahshid Mehrabi; Alexander Kropp; Hani Salah; Vu Nguyen; Giang T. Nguyen; Frank H. P. Fitzek
Fog Computing as an Enabler for Immersive Media: Service Scenarios and Research Opportunities Journal Article
@article{You2019b, title = {Fog Computing as an Enabler for Immersive Media: Service Scenarios and Research Opportunities}, author = {Dongho {You} and Tung V. {Doan} and Roberto {Torre} and Mahshid {Mehrabi} and Alexander {Kropp} and Hani {Salah} and Vu {Nguyen} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-08-01}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Abdelrahman Abdelkader; Eduard A. Jorswieck
Robust adaptive distributed beamforming for energy-efficient network flooding Journal Article
In: EURASIP Journal on Wireless Communications and Networking, vol. 2019, no. 1, pp. 154, 2019, ISSN: 1687-1499.
@article{Abdelkader2019b, title = {Robust adaptive distributed beamforming for energy-efficient network flooding}, author = {Abdelrahman {Abdelkader} and Eduard A. {Jorswieck}}, url = {https://doi.org/10.1186/s13638-019-1434-0}, doi = {10.1186/s13638-019-1434-0}, issn = {1687-1499}, year = {2019}, date = {2019-06-11}, journal = {EURASIP Journal on Wireless Communications and Networking}, volume = {2019}, number = {1}, pages = {154}, abstract = {In a device-to-device wireless multi-hop communication scenario with resource-constrained devices, the energy efficiency of communication plays a significant role in network design and operation. Based on the recently proposed Glossy network flooding approach, we introduce cooperation between transmitting nodes and formulate a robust multicast beamforming problem with imperfect channel state information (CSI) and analyze its performance. The level of cooperation is dependent on the number of limited feedback bits from receivers to transmitters. First, the impact of the number of limited feedback bits B on energy efficiency is studied, and the programming problem for finding the optimal B is formulated subject to a maximum outage constraint of 5%. Numerical simulations show that there exists an optimal number of feedback bits that maximizes energy efficiency. Second, the effect of the number of cooperating transmitters on energy efficiency is investigated. Results show that an optimum group of cooperating transmit nodes, also known as a transmit coalition, can be formed in order to maximize energy efficiency. Results show that the investigated techniques including optimum feedback bits and transmit coalition formation can achieve a 100% increase in energy efficiency when compared to the state-of-the-art Glossy under the same operation requirements in very dense networks.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Zuo Xiang; Frank Gabriel; Elena Urbano; Giang T. Nguyen; Martin Reisslein; Frank H. P. Fitzek
Reducing Latency in Virtual Machines Enabling Tactile Internet for Human Machine Co-working Journal Article
In: IEEE Journal on Selected Areas in Communications, vol. 37, no. 5, pp. 1098-1116, 2019, ISSN: 0733-8716.
@article{Xian1803:Reducing, title = {Reducing Latency in Virtual Machines Enabling Tactile Internet for Human Machine Co-working}, author = {Zuo {Xiang} and Frank {Gabriel} and Elena {Urbano} and Giang T. {Nguyen} and Martin {Reisslein} and Frank H. P. {Fitzek}}, doi = {10.1109/JSAC.2019.2906788}, issn = {0733-8716}, year = {2019}, date = {2019-05-01}, journal = {IEEE Journal on Selected Areas in Communications}, volume = {37}, number = {5}, pages = {1098-1116}, address = {, USA}, abstract = {Software Defined Networking (SDN) and Network Function Virtualization (NFV) processed in Multi-access Edge Computing (MEC) cloud systems have been proposed as critical paradigms for achieving the low latency requirements of the tactile Internet. While virtual network functions (VNFs) allow greater flexibility compared to hardware based solutions, the VNF abstraction also introduces additional packet processing delays. In this paper, we investigate the practical feasibility of NFV with respect to the tactile Internet latency requirements. We develop, implement, and evaluate Chain bAsed Low latency VNF ImplemeNtation (CALVIN), a low-latency management framework for distributed Service Function Chains (SFCs). CALVIN classifies VNFs into elementary, basic, and advanced VNFs. CALVIN implements elementary and basic VNFs in the kernel space, while advanced VNFs are implemented in the user space. Throughout, CALVIN employs a distributed mapping with one VNF per Virtual Machine (VM) in a MEC system. Moreover, CALVIN avoids the metadata structure processing and batch processing of packets in the conventional Linux networking stack so as to achieve short per-packet latencies. Our rigorous measurements on off-the-shelf conventional networking and computing hardware demonstrate that CALVIN achieves round-trip times from a MEC ingress point via an elementary forwarding VNF and a MEC server to a MEC egress point on the order of 0.32~ms. Our measurements also indicate that MEC network coding and encryption are feasible for small 256 byte packets with an MEC latency budget of .35~ms; whereas, large 1400 byte packets can complete the network coding, but not the encryption within the 0.35~ms.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Maroua Taghouti; Máté Tömösközi; Tobias Waurick; Anil K. Chorppath; Frank H. P. Fitzek
On the Joint Design of Compressed Sensing and Network Coding for Wireless Communications Journal Article
In: Transactions on Emerging Telecommunications Technologies, 2019.
@article{Taghouti2019onthe, title = {On the Joint Design of Compressed Sensing and Network Coding for Wireless Communications}, author = {Maroua {Taghouti} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Tobias {Waurick} and Anil K. {Chorppath} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-05-01}, journal = {Transactions on Emerging Telecommunications Technologies}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Maroua Taghouti; Daniel E. Lucani Rötter; Juan A. Cabrera; Martin Reisslein; Morten V. Pedersen; Frank H. P. Fitzek
Reduction of Padding Overhead for RLNC Media Distribution with Variable Size Packets Journal Article
In: IEEE Transactions on Broadcasting, 2019.
@article{Taghouti2019c, title = {Reduction of Padding Overhead for RLNC Media Distribution with Variable Size Packets}, author = {Maroua {Taghouti} and Daniel E. {Lucani R\"{o}tter} and Juan A. {Cabrera} and Martin {Reisslein} and Morten V. {Pedersen} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-01-08}, urldate = {2019-01-08}, journal = {IEEE Transactions on Broadcasting}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Michael Karrenbauer; Stephan Ludwig; Henning Buhr; Henrik Klessig; Anne Bernardy; Huanzhuo Wu; Christoph Pallasch; Amina Fellan; Nicolai Hoffmann; Vasco Seelmann; Maroua Taghouti; Simon Wunderlich; Pedro T. Lozano; Andreas Hoell; Christian Stimming; Dhruvin Patel; Savita Seetaraman; Serjoscha Bender; Elena Eberhardt; Thomas Schildknecht; Werner Herfs; Simon Storms; Volker Stich; Norbert Niebert; Hans D. Schotten; Frank H. P. Fitzek
Future Industrial Networking: From Use Cases to Wireless Technologies to a Flexible System Architecture Journal Article
In: at – Automatisierungstechnik, 2019.
@article{Mifu19, title = {Future Industrial Networking: From Use Cases to Wireless Technologies to a Flexible System Architecture}, author = {Michael {Karrenbauer} and Stephan {Ludwig} and Henning {Buhr} and Henrik {Klessig} and Anne {Bernardy} and Huanzhuo {Wu} and Christoph {Pallasch} and Amina {Fellan} and Nicolai {Hoffmann} and Vasco {Seelmann} and Maroua {Taghouti} and Simon {Wunderlich} and Pedro T. {Lozano} and Andreas {Hoell} and Christian {Stimming} and Dhruvin {Patel} and Savita {Seetaraman} and Serjoscha {Bender} and Elena {Eberhardt} and Thomas {Schildknecht} and Werner {Herfs} and Simon {Storms} and Volker {Stich} and Norbert {Niebert} and Hans D. {Schotten} and Frank H. P. {Fitzek}}, year = {2019}, date = {2019-01-01}, journal = {at \textendash Automatisierungstechnik}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Almed Hamzah; Kurniawan D. Irianto
Adaptive Navigation Support: A Literature Review of Its Application and Implication in Learning Process Journal Article Forthcoming
In: International Journal of Emerging Technologies in Learning, Forthcoming.
@article{Hamzah2019, title = {Adaptive Navigation Support: A Literature Review of Its Application and Implication in Learning Process}, author = {Almed {Hamzah} and Kurniawan D. {Irianto}}, year = {2019}, date = {2019-01-01}, journal = {International Journal of Emerging Technologies in Learning}, keywords = {}, pubstate = {forthcoming}, tppubtype = {article} }
Simon Wunderlich; Frank H. P. Fitzek; Martin Reisslein
Progressive Multicore RLNC Decoding With Online DAG Scheduling Journal Article
In: IEEE Access, vol. 7, pp. 161184-161200, 2019, ISSN: 2169-3536.
@article{Wunderlich2019, title = {Progressive Multicore RLNC Decoding With Online DAG Scheduling}, author = {Simon {Wunderlich} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = {10.1109/ACCESS.2019.2951746}, issn = {2169-3536}, year = {2019}, date = {2019-01-01}, journal = {IEEE Access}, volume = {7}, pages = {161184-161200}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Daniel E. Lucani Rötter; Morten V. Pedersen; Diego Ruano; Chres W. Sørensen; Frank H. P. Fitzek; Janus Heide Møller; Olav Geil; Vu Nguyen; Martin Reisslein
Fulcrum: Flexible Network Coding for Heterogeneous Devices Journal Article
In: IEEE Access, vol. 2018, pp. 1-21, 2018, ISSN: 2169-3536.
@article{FulcJournal2018, title = {Fulcrum: Flexible Network Coding for Heterogeneous Devices}, author = {Daniel E. {Lucani R\"{o}tter} and Morten V. {Pedersen} and Diego {Ruano} and Chres W. {S\orensen} and Frank H. P. {Fitzek} and Janus {Heide M\oller} and Olav {Geil} and Vu {Nguyen} and Martin {Reisslein}}, url = {https://ieeexplore.ieee.org/document/8554264}, doi = {10.1109/ACCESS.2018.2884408}, issn = {2169-3536}, year = {2018}, date = {2018-11-30}, journal = {IEEE Access}, volume = {2018}, pages = {1-21}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Gerhard P. Fettweis; Meik Dörpinghaus; Jerónimo Castrillón Mazo; Akash Kumar; Christel Baier; Karlheinz Bock; Frank Ellinger; Andreas Fery; Frank H. P. Fitzek; Hermann Härtig; Kambiz Jamshidi; Thomas Kissinger; Wolfgang Lehner; Michael Mertig; Wolfgang E. Nagel; Giang T. Nguyen; Dirk Plettemeier; Michael Schröter; Thorsten Strufe
Architecture and Advanced Electronics Pathways Towards Highly Adaptive Energy-Efficient Computing Journal Article
In: Proceedings of the IEEE, 2018.
@article{haec-ieee-2018, title = {Architecture and Advanced Electronics Pathways Towards Highly Adaptive Energy-Efficient Computing}, author = {Gerhard P. {Fettweis} and Meik {D\"{o}rpinghaus} and Jer\'{o}nimo {Castrill\'{o}n Mazo} and Akash {Kumar} and Christel {Baier} and Karlheinz {Bock} and Frank {Ellinger} and Andreas {Fery} and Frank H. P. {Fitzek} and Hermann {H\"{a}rtig} and Kambiz {Jamshidi} and Thomas {Kissinger} and Wolfgang {Lehner} and Michael {Mertig} and Wolfgang E. {Nagel} and Giang T. {Nguyen} and Dirk {Plettemeier} and Michael {Schr\"{o}ter} and Thorsten {Strufe}}, url = {https://ieeexplore.ieee.org/document/8565890}, year = {2018}, date = {2018-11-01}, booktitle = {IEEE}, journal = {Proceedings of the IEEE}, abstract = {With the explosion of the number of compute nodes, the bottleneck of future computing systems lies in the network architecture connecting the nodes. Addressing the bottleneck requires replacing current backplane-based network topologies. We propose to revolutionize computing electronics by realizing embedded optical waveguides for on-board networking and wireless chip-to-chip links at 200 GHz carrier frequency connecting neighboring boards in a rack. The control of novel rate-adaptive optical and mm-wave transceivers needs tight interlinking with the system software for runtime resource management.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Juan A. Cabrera; Robert-Steve Schmoll; Giang T. Nguyen; Sreekrishna Pandi; Frank H. P. Fitzek
Softwarization and Network Coding in the Mobile Edge Cloud for the Tactile Internet Journal Article
Abstract | BibTeX
@article{cabrerasoftwarization5g, title = {Softwarization and Network Coding in the Mobile Edge Cloud for the Tactile Internet}, author = {Juan A. {Cabrera} and Robert-Steve {Schmoll} and Giang T. {Nguyen} and Sreekrishna {Pandi} and Frank H. P. {Fitzek}}, year = {2018}, date = {2018-09-26}, urldate = {2018-09-26}, booktitle = {IEEE}, journal = {Proceedings of the IEEE}, abstract = {Future communication systems, such as those enabling the tactile internet, will face disruptive changes compared to the state of art systems, which are i.) highly dynamic topology changes, ii.) replacement of the end to end paradigm with real mesh topologies, and iii.) a massive number of devices. To overcome those disruptive changes, future communication systems are substituting specialized hardware with generic hardware boxes and the softwarization paradigm. Furthermore, this approach allows for quick deployment of new services, which was known to cloud service already. In this paper, we will introduce the most prominent candidates for softwarization such as software defined networking (SDN) and network function virtualization (NFV) and explain the importance of those technologies for the upcoming 5G communication system and tactile internet applications realizing novel mobile edge computing, storage, and networking solutions. Specifically, we will discuss use cases of SDN/NFV such as network coding as a service, and ultra-reliable distributed edge caching. Finally, we will describe our holistic testbed at 5G Lab Germany as a fundamental step towards creating an experiment infrastructure that anticipates the 5G communication systems and tactile internet applications.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Javier Acevedo; Robert Scheffel; Simon Wunderlich; Mattis Hasler; Sreekrishna Pandi; Juan A. Cabrera; Frank H. P. Fitzek; Gerhard P. Fettweis; Martin Reisslein
Hardware Acceleration for RLNC: A Case Study Based on the Xtensa Processor with Tensilica Instruction-set Extension Journal Article
In: MDPI Electronics, 2018, ISSN: 2079-9292.
@article{Acevedo181, title = {Hardware Acceleration for RLNC: A Case Study Based on the Xtensa Processor with Tensilica Instruction-set Extension}, author = {Javier {Acevedo} and Robert {Scheffel} and Simon {Wunderlich} and Mattis {Hasler} and Sreekrishna {Pandi} and Juan A. {Cabrera} and Frank H. P. {Fitzek} and Gerhard P. {Fettweis} and Martin {Reisslein}}, issn = {2079-9292}, year = {2018}, date = {2018-09-06}, urldate = {2018-09-06}, journal = {MDPI Electronics}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Frank Gabriel; Simon Wunderlich; Sreekrishna Pandi; Frank H. P. Fitzek; Martin Reisslein
Caterpillar RLNC with Feedback (CRLNC-FB): Reducing Delay in Selective Repeat ARQ through Coding Journal Article
In: IEEE Access, 2018.
@article{GabrielCRLNC, title = {Caterpillar RLNC with Feedback (CRLNC-FB): Reducing Delay in Selective Repeat ARQ through Coding}, author = {Frank {Gabriel} and Simon {Wunderlich} and Sreekrishna {Pandi} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = {10.1109/ACCESS.2018.2865137}, year = {2018}, date = {2018-08-13}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Jonas Hansen; Jeppe Krigslund; Daniel E. Lucani Rötter; Peyman Pahlevani; Frank H. P. Fitzek
Bridging Inter-flow and Intra-flow Network Coding in Wireless Mesh Networks: From Theory to Implementation Journal Article
In: Computer Networks, vol. 2018, 2018.
@article{Hansen2018, title = {Bridging Inter-flow and Intra-flow Network Coding in Wireless Mesh Networks: From Theory to Implementation}, author = {Jonas {Hansen} and Jeppe {Krigslund} and Daniel E. {Lucani R\"{o}tter} and Peyman {Pahlevani} and Frank H. P. {Fitzek}}, year = {2018}, date = {2018-07-31}, journal = {Computer Networks}, volume = {2018}, abstract = {This paper presents and characterizes the performance of CORE, a protocol that brings together the efficiency in spectrum usage of inter\textendashsession network coding schemes and the robustness against packet losses of intra\textendashsession network coding. We provide in\textendashdepth mathematical analysis of the gains of CORE followed by protocol design and implementation details needed for CORE\^{O}\c{C}\"{O}s successful deployment in practice. Finally, we provide extensive measurements with off\textendashthe\textendashshelf wireless nodes under various channel and system conditions comparing CORE to other state\textendashof\textendashthe\textendashart approaches, namely, forwarding (no coding) and COPE (inter\textendashsession network coding). These measurements support our theoretical findings, showing that CORE not only outperforms COPE and forwarding in general, but that order of magnitude gains are possible for cases with high packet losses. Specifically, CORE has a throughput gain of more than 10x over a COPE\textendashlike scheme and 7x over forwarding when the error ratio is 50 % on all links. Beyond these gains over other protocols, our measurements show that our CORE implementation can achieve close to optimal performance with a gap of less than 0.43 dB.}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Marian Ulbricht; Philipp Dockhorn; Umar F. Zia; Christian Liss; Eugene Zetserov; Kai Habel; Mike Parker
CHARISMA – 5G Low Latency Technologies and their Interaction with Automotion Control Loops Journal Article
In: Journal of Advances in Information Technology, 2018.
@article{Ulbricht2018, title = {CHARISMA \textendash 5G Low Latency Technologies and their Interaction with Automotion Control Loops}, author = {Marian {Ulbricht} and Philipp {Dockhorn} and Umar F. {Zia} and Christian {Liss} and Eugene {Zetserov} and Kai {Habel} and Mike {Parker}}, year = {2018}, date = {2018-03-01}, journal = {Journal of Advances in Information Technology}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Huanzhuo Wu; Giang T. Nguyen; Anil K. Chorppath; Frank H. P. Fitzek
Network Slicing for Conditional Monitoring in the Industrial Internet of Things Journal Article
In: 2018.
@article{Wu2018, title = {Network Slicing for Conditional Monitoring in the Industrial Internet of Things}, author = {Huanzhuo {Wu} and Giang T. {Nguyen} and Anil K. {Chorppath} and Frank H. P. {Fitzek}}, url = {https://sdn.ieee.org/newsletter/january-2018/network-slicing-for-conditional-monitoring-in-the-industrial-internet-of-things}, year = {2018}, date = {2018-02-01}, urldate = {2018-02-01}, organization = {IEEE Software Defined Networks, IEEE Softwarization, Jan. 2018}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Ilya Sychev; Ivan Koulakov; Nailia A. Sycheva; Alexander Koptev; Irina Medved; Sami El Khrepy; Nassir S. A. Al-Arifi
Collisional Processes in the Crust of the Northern Tien Shan Inferred From Velocity and Attenuation Tomography Studies Journal Article
In: Journal of Geophysical Research: Solid Earth, vol. 123, no. 2, pp. 1752-1769, 2018.
@article{Sychev2018, title = {Collisional Processes in the Crust of the Northern Tien Shan Inferred From Velocity and Attenuation Tomography Studies}, author = {Ilya {Sychev} and Ivan {Koulakov} and Nailia A. {Sycheva} and Alexander {Koptev} and Irina {Medved} and Sami {El Khrepy} and Nassir S. A. {Al-Arifi}}, url = {https://doi.org/10.1002/2017jb014826}, doi = {10.1002/2017jb014826}, year = {2018}, date = {2018-02-01}, journal = {Journal of Geophysical Research: Solid Earth}, volume = {123}, number = {2}, pages = {1752-1769}, publisher = {American Geophysical Union (AGU)}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Dongho You; Bong-Seok Seo; Eunyoung Jeong; Dong H. Kim
Internet of Things (IoT) for Seamless Virtual Reality Space: Challenges and Perspectives Journal Article
In: IEEE Access, vol. 6, pp. 40439-40449, 2018, ISSN: 2169-3536.
@article{8344795, title = {Internet of Things (IoT) for Seamless Virtual Reality Space: Challenges and Perspectives}, author = {Dongho {You} and Bong-Seok {Seo} and Eunyoung {Jeong} and Dong H. {Kim}}, doi = {10.1109/ACCESS.2018.2829194}, issn = {2169-3536}, year = {2018}, date = {2018-01-01}, journal = {IEEE Access}, volume = {6}, pages = {40439-40449}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Michal Vondra; Ergin Dinç; Mikael Prytz; Magnus Frodigh; Dominic A. Schupke; Mats Nilson; Sandra Hofmann; Çiçek Çavdar
Performance Study on Seamless DA2GC for Aircraft Passengers toward 5G Journal Article
In: IEEE Communications Magazine, vol. 55, no. 11, pp. 194-201, 2017, ISSN: 0163-6804.
@article{8030548, title = {Performance Study on Seamless DA2GC for Aircraft Passengers toward 5G}, author = {Michal {Vondra} and Ergin {Din\c{c}} and Mikael {Prytz} and Magnus {Frodigh} and Dominic A. {Schupke} and Mats {Nilson} and Sandra {Hofmann} and \c{C}i\c{c}ek {\c{C}avdar}}, doi = {10.1109/MCOM.2017.1700188}, issn = {0163-6804}, year = {2017}, date = {2017-11-01}, journal = {IEEE Communications Magazine}, volume = {55}, number = {11}, pages = {194-201}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Hybrid STBC–SM Suitable for Multi-link Device-to-Device Communication in Cellular Networks Journal Article
In: Wireless Personal Communications, vol. 96, no. 1, pp. 1507-1518, 2017, ISSN: 1572-834X.
@article{You2017, title = {Hybrid STBC\textendashSM Suitable for Multi-link Device-to-Device Communication in Cellular Networks}, author = {Dongho {You} and Dong H. {Kim}}, doi = {10.1007/s11277-017-4253-9}, issn = {1572-834X}, year = {2017}, date = {2017-09-01}, journal = {Wireless Personal Communications}, volume = {96}, number = {1}, pages = {1507-1518}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Simon Wunderlich; Frank Gabriel; Sreekrishna Pandi; Frank H. P. Fitzek; Martin Reisslein
Caterpillar RLNC (CRLNC): A Practical Finite Sliding Window RLNC Approach Journal Article
In: IEEE Access, vol. 5, pp. 20183-20197, 2017.
@article{wunderlich2017caterpillar, title = {Caterpillar RLNC (CRLNC): A Practical Finite Sliding Window RLNC Approach}, author = {Simon {Wunderlich} and Frank {Gabriel} and Sreekrishna {Pandi} and Frank H. P. {Fitzek} and Martin {Reisslein}}, year = {2017}, date = {2017-09-01}, journal = {IEEE Access}, volume = {5}, pages = {20183-20197}, publisher = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Ergin Dinç; Michal Vondra; Sandra Hofmann; Dominic A. Schupke; Mikael Prytz; Sergio Bovelli; Magnus Frodigh; Jens Zander; Çiçek Çavdar
In-Flight Broadband Connectivity: Architectures and Business Models for High Capacity Air-to-Ground Communications Journal Article
In: IEEE Communications Magazine, vol. 55, no. 9, pp. 142-149, 2017, ISSN: 0163-6804.
@article{8010762, title = {In-Flight Broadband Connectivity: Architectures and Business Models for High Capacity Air-to-Ground Communications}, author = {Ergin {Din\c{c}} and Michal {Vondra} and Sandra {Hofmann} and Dominic A. {Schupke} and Mikael {Prytz} and Sergio {Bovelli} and Magnus {Frodigh} and Jens {Zander} and \c{C}i\c{c}ek {\c{C}avdar}}, doi = {10.1109/MCOM.2017.1601181}, issn = {0163-6804}, year = {2017}, date = {2017-09-01}, journal = {IEEE Communications Magazine}, volume = {55}, number = {9}, pages = {142-149}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Máté Tömösközi; Patrick Seeling; Péter Ekler; Frank H. P. Fitzek
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.
@article{TomoskoyiJ1, title = {Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in Static and Dynamic Wireless Contexts}, 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 = {2017-06-01}, journal = {Computer Science and Information Systems}, volume = {14}, number = {2}, pages = {283-308}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Simon Wunderlich; Juan A. Cabrera; Frank H. P. Fitzek; Martin Reisslein
Network Coding in Heterogeneous Multicore IoT Nodes with DAG Scheduling of Parallel Matrix Block Operations Journal Article
In: IEEE Internet of Things Journal, vol. PP, no. 99, pp. 1-1, 2017, ISSN: 2327-4662.
@article{7926320, title = {Network Coding in Heterogeneous Multicore IoT Nodes with DAG Scheduling of Parallel Matrix Block Operations}, author = {Simon {Wunderlich} and Juan A. {Cabrera} and Frank H. P. {Fitzek} and Martin {Reisslein}}, url = {http://ieeexplore.ieee.org/document/7926320/}, doi = {10.1109/JIOT.2017.2703813}, issn = {2327-4662}, year = {2017}, date = {2017-05-12}, urldate = {2017-05-12}, journal = {IEEE Internet of Things Journal}, volume = {PP}, number = {99}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Sreekrishna Pandi; Frank Gabriel; Juan A. Cabrera; Simon Wunderlich; Martin Reisslein; Frank H. P. Fitzek
PACE: Redundancy Engineering in RLNC for Low-Latency Communication Journal Article
In: IEEE Access, vol. PP, no. 99, pp. 1-1, 2017.
@article{pandi-PACE, title = {PACE: Redundancy Engineering in RLNC for Low-Latency Communication}, author = {Sreekrishna {Pandi} and Frank {Gabriel} and Juan A. {Cabrera} and Simon {Wunderlich} and Martin {Reisslein} and Frank H. P. {Fitzek}}, url = {http://ieeexplore.ieee.org/document/8003268/}, doi = {10.1109/ACCESS.2017.2736879}, year = {2017}, date = {2017-01-01}, urldate = {2017-01-01}, journal = {IEEE Access}, volume = {PP}, number = {99}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Máté Tömösközi; Péter Ekler; Frank H. P. Fitzek
Prediction of RoHCv1 and RoHCv2 Compressor Utilities for VoIP Journal Article
In: Acta Cybernetica, 2017.
@article{Tomoskozi2017, title = {Prediction of RoHCv1 and RoHCv2 Compressor Utilities for VoIP}, author = {M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and P\'{e}ter {Ekler} and Frank H. P. {Fitzek}}, year = {2017}, date = {2017-01-01}, journal = {Acta Cybernetica}, keywords = {}, pubstate = {published}, tppubtype = {article} }