Machine Learning With Computer Networks: Techniques, Datasets, and Models.

Haitham Afifi

Haitham Afifi Sabrina Pochaba Andreas Boltres Dominic Laniewski Janek Haberer Leonard Paeleke Reza Poorzare Daniel Stolpmann Nikolas Wehner Adrian Redder Eric Samikwa Michael Seufert Machine Learning With Computer Networks: Techniques, Datasets, and Models. 54673-54720 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3384460 db/journals/access/access12.html#AfifiPBLHPPSWRSS24

Haitham Afifi Wireless In-Network Processing for Multimedia Applications. 2023 University of Potsdam, Germany https://publishup.uni-potsdam.de/frontdoor/index/index/docId/60437 https://nbn-resolving.org/urn:nbn:de:kobv:517-opus4-604371 https://d-nb.info/1299873871 https://doi.org/10.25932/publishup-60437 https://publishup.uni-potsdam.de/files/60437/afifi_diss.pdf https://www.base-search.net/Record/549e557bc8fa046cb18d95be9ce758cafb46cdc6d2f9754d3d9be0cf55f7c225

Haitham Afifi Arunselvan Ramaswamy Holger Karl Reinforcement learning for autonomous vehicle movements in wireless multimedia applications. 101799 2023 92 Pervasive Mob. Comput. https://doi.org/10.1016/j.pmcj.2023.101799 db/journals/percom/percom92.html#AfifiRK23

Haitham Afifi Holger Karl Tobias Gburrek Joerg Schmalenstroeer Data-driven Time Synchronization in Wireless Multimedia Networks. 161-166 2022 IWCMC https://doi.org/10.1109/IWCMC55113.2022.9824980 conf/iwcmc/2022 db/conf/iwcmc/iwcmc2022.html#AfifiKGS22 Haitham Afifi Fabian Jakob Sauer Holger Karl Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding. 84-89 2021 ANTS https://doi.org/10.1109/ANTS52808.2021.9936947 conf/IEEEants/2021 db/conf/IEEEants/IEEEants2021.html#AfifiSK21 Haitham Afifi Michael Günther 0003 Andreas Brendel Holger Karl Walter Kellermann Reinforcement Learning-based Microphone Selection inWireless Acoustic Sensor Networks Considering Network and Acoustic Utilities. 1-5 2021 ITG Conference on Speech Communication https://ieeexplore.ieee.org/document/9657522 conf/ITGspeech/2021 db/conf/ITGspeech/ITGspeech2021.html#Afifi0BKK21 Haitham Afifi Arunselvan Ramaswamy Holger Karl A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. 1-6 2021 CCNC https://doi.org/10.1109/CCNC49032.2021.9369626 conf/ccnc/2021 db/conf/ccnc/ccnc2021.html#AfifiRK21 Michael Günther 0003 Haitham Afifi Andreas Brendel Holger Karl Walter Kellermann Network-Aware Optimal Microphone Channel Selection in Wireless Acoustic Sensor Networks. 820-824 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414528 conf/icassp/2021 db/conf/icassp/icassp2021.html#0003ABKK21 Haitham Afifi Arunselvan Ramaswamy Holger Karl Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks. 1-6 2021 ICC https://doi.org/10.1109/ICC42927.2021.9500318 conf/icc/2021 db/conf/icc/icc2021.html#AfifiRK21

Haitham Afifi Fabian Jakob Sauer Holger Karl Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding. 2021 abs/2110.01262 CoRR https://arxiv.org/abs/2110.01262 db/journals/corr/corr2110.html#abs-2110-01262

Haitham Afifi Holger Karl Reinforcement Learning for Virtual Network Embedding in Wireless Sensor Networks. 123-128 2020 WiMob https://doi.org/10.1109/WiMob50308.2020.9253442 conf/wimob/2020 db/conf/wimob/wimob2020.html#AfifiK20 Haitham Afifi Holger Karl Power Allocation with a Wireless Multi-cast Aware Routing for Virtual Network Embedding. 1-4 2019 CCNC https://doi.org/10.1109/CCNC.2019.8651794 conf/ccnc/2019 db/conf/ccnc/ccnc2019.html#AfifiK19 Haitham Afifi Holger Karl An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. 95-102 2019 WMNC https://doi.org/10.23919/WMNC.2019.8881324 conf/mwcn/2019 db/conf/mwcn/wmnc2019.html#AfifiK19 Michael Günther 0003 Haitham Afifi Andreas Brendel Holger Karl Walter Kellermann Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. 190-194 2019 WASPAA https://doi.org/10.1109/WASPAA.2019.8937194 conf/waspaa/2019 db/conf/waspaa/waspaa2019.html#GuntherABKK19 Haitham Afifi Konrad Horbach Holger Karl A Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding. 1-6 2019 WiMob https://doi.org/10.1109/WiMOB.2019.8923271 conf/wimob/2019 db/conf/wimob/wimob2019.html#AfifiHK19 Haitham Afifi Joerg Schmalenstroeer Joerg Ullmann Reinhold Haeb-Umbach Holger Karl MARVELO - A Framework for Signal Processing in Wireless Acoustic Sensor Networks. 1-5 2018 ITG Symposium on Speech Communication https://ieeexplore.ieee.org/document/8578045 conf/ITGspeech/2018 db/conf/ITGspeech/ITGspeech2018.html#AfifiSUHK18 Haitham Afifi Sébastien Auroux Holger Karl MARVELO: Wireless virtual network embedding for overlay graphs with loops. 1-6 2018 WCNC https://doi.org/10.1109/WCNC.2018.8377194 conf/wcnc/2018 db/conf/wcnc/wcnc2018.html#AfifiAK18

Haitham Afifi Sébastien Auroux Holger Karl MARVELO: Wireless Virtual Network Embedding for Overlay Graphs with Loops. 2017 abs/1712.06676 CoRR http://arxiv.org/abs/1712.06676 db/journals/corr/corr1712.html#abs-1712-06676

Alaa Alhamoud Michael Kreger Haitham Afifi Christian Gottron Daniel Burgstahler Frank Englert Doreen Böhnstedt Ralf Steinmetz Empirical investigation of the effect of the door's state on received signal strength in indoor environments at 2.4 GHz. 652-657 2014 LCN Workshops https://doi.org/10.1109/LCNW.2014.6927716 https://doi.ieeecomputersociety.org/10.1109/LCNW.2014.6927716 conf/lcn/2014w db/conf/lcn/lcnw2014.html#AlhamoudKAGBEBS14 Alaa Alhamoud Sébastien Auroux Doreen Böhnstedt Andreas Boltres Andreas Brendel Daniel Burgstahler Frank Englert Tobias Gburrek Christian Gottron Michael Günther 0003 Reinhold Häb-UmbachReinhold Haeb-Umbach Janek Haberer Konrad Horbach Holger Karl Walter Kellermann Michael Kreger Dominic Laniewski Leonard Paeleke Sabrina Pochaba Reza Poorzare Arunselvan Ramaswamy Adrian Redder Eric Samikwa Fabian Jakob Sauer Joerg Schmalenstroeer Michael Seufert Ralf Steinmetz Daniel Stolpmann Joerg Ullmann Nikolas Wehner