@articleGhafouri_Razavi_Salmani_Sanaee_Lorido Botran_Wang_Doyle_Jamshidi, title=IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency, journal=Journal of Systems Research (JSys), author=Ghafouri, Saeid and Razavi, Kamran and Salmani, Mehran and Sanaee, Alireza and Lorido Botran, Tania  and Wang, Lin and Doyle, Joseph and Jamshidi, Pooyan 

@articleRedder_Ramaswamy_Karl_2022, title=Practical Network Conditions for the Convergence of Distributed Optimization, volume=55, number=13, journal=IFAC-PapersOnLine, publisher=Elsevier, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022, pages=133–138 

@articleSchneider_Khalili_Manzoor_Qarawlus_Schellenberg_Karl_Hecker_2021, title=Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning, DOI=10.1109/TNSM.2021.3076503, journal=Transactions on Network and Service Management, publisher=IEEE, author=Schneider, Stefan Balthasar and Khalili, Ramin and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Hecker, Artur, year=2021 

@articleNomikos_Michailidis_Trakadas_Vouyioukas_Karl_Martrat_Zahariadis_Papadopoulos_Voliotis_2020, title=A UAV-based moving 5G RAN for massive connectivity of mobile users and IoT devices, DOI=10.1016/j.vehcom.2020.100250, number=100250, journal=Vehicular Communications, author=Nomikos, Nikolaos and Michailidis, Emmanouel T. and Trakadas, Panagiotis and Vouyioukas, Demosthenes and Karl, Holger and Martrat, Josep and Zahariadis, Theodore and Papadopoulos, Konstantinos and Voliotis, Stamatis, year=2020 

@articleLi_Yu_Yang_Yu_Karl_Cheng_2020, title=Multi-Armed-Bandit-Based Spectrum Scheduling Algorithms in Wireless Networks: A Survey, DOI=10.1109/mwc.001.1900280, journal=IEEE Wireless Communications, author=Li, Feng and Yu, Dongxiao and Yang, Huan and Yu, Jiguo and Karl, Holger and Cheng, Xiuzhen, year=2020, pages=24–30 

@articleKarl_Kundisch_Meyer auf der Heide_Wehrheim_2020, title=A Case for a New IT Ecosystem: On-The-Fly Computing, volume=62, DOI=10.1007/s12599-019-00627-x, number=6, journal=Business &; Information Systems Engineering, publisher=Springer, author=Karl, Holger and Kundisch, Dennis and Meyer auf der Heide, Friedhelm and Wehrheim, Heike, year=2020, pages=467–481 

@articlePeuster_Dröge_Boos_Karl_2019, title=Joint testing and profiling of microservice-based network services using TTCN-3, DOI=10.1016/j.icte.2019.02.001, journal=ICT Express, publisher=Elsevier BV, author=Peuster, Manuel and Dröge, Christian and Boos, Clemens and Karl, Holger, year=2019 

@articlePeuster_Küttner_Karl_2019, title=A flow handover protocol to support state migration in softwarized networks, DOI=10.1002/nem.2067, number=e2067, journal=International Journal of Network Management, author=Peuster, Manuel and Küttner, Hannes and Karl, Holger, year=2019 

@articleSoenen_Tavernier_Peuster_Vicens_Xilouris_Kolometsos_Kourtis_Colle_2019, title=Empowering Network Service Developers: Enhanced NFV DevOps and Programmable MANO, DOI=10.1109/mcom.2019.1800810, journal=IEEE Communications Magazine, author=Soenen, Thomas and Tavernier, Wouter and Peuster, Manuel and Vicens, Felipe and Xilouris, George and Kolometsos, Stavros and Kourtis, Michail-Alexandros and Colle, Didier, year=2019, pages=89–95 

@articlePeuster_Schneider_Zhao_Xilouris_Trakadas_Vicens_Tavernier_Soenen_Vilalta_Andreou_et al._2019, title=Introducing Automated Verification and Validation for Virtualized Network Functions and Services, DOI=10.1109/mcom.2019.1800873, journal=IEEE Communications Magazine, author=Peuster, Manuel and Schneider, Stefan Balthasar and Zhao, Mengxuan and Xilouris, George and Trakadas, Panagiotis and Vicens, Felipe and Tavernier, Wouter and Soenen, Thomas and Vilalta, Ricard and Andreou, George and et al., year=2019, pages=96–102 

@articleLeong_Ramaswamy_Quevedo_Karl_Shi_2019, title=Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems, DOI=10.1016/j.automatica.2019.108759, number=108759, journal=Automatica, author=Leong, Alex S. and Ramaswamy, Arunselvan and Quevedo, Daniel E. and Karl, Holger and Shi, Ling, year=2019 

@articlePeuster_Marchetti_García de Blas_Karl_2019, title=Automated testing of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based smoke testing, DOI=10.1186/s13638-019-1493-2, journal=EURASIP Journal on Wireless Communications and Networking, publisher=Springer, author=Peuster, Manuel and Marchetti, Michael and García de Blas, Gerardo and Karl, Holger, year=2019 

@articleDräxler_Karl_Mann_2018, title=JASPER: Joint Optimization of Scaling, Placement, and Routing of Virtual Network Services, DOI=10.1109/TNSM.2018.2846572, journal=IEEE Transactions on Network and Service Management, publisher=IEEE, author=Dräxler, Sevil and Karl, Holger and Mann, Zoltan Adam, year=2018 

@articleDräxler_Karl_2017, title=Specification, Composition, and Placement of Network Services with Flexible Structures, DOI=10.1002/nem.1963, number=2, journal=International Journal of Network Management, publisher=Wiley Online Library, author=Dräxler, Sevil and Karl, Holger, year=2017, pages=1--16 

@articleKeller_Karl_2017, title=Response-Time-Optimised Service Deployment: MILP Formulations of Piece-wise Linear Functions Approximating Non-linear Bivariate Mixed-integer Functions, DOI=10.1109/TNSM.2016.2611590, number=1, journal=IEEE Transactions on Network and Service Management, publisher=IEEE, author=Keller, Matthias and Karl, Holger, year=2017, pages=121--135 

@articleKarl_Dräxler_Peuster_Galis_Bredel_Ramos_Martrat_Siddiqui_van Rossem_Tavernier_et al._2016, title=DevOps for network function virtualisation: an architectural approach, volume=27, DOI=10.1002/ett.3084, number=9, journal=Transactions on Emerging Telecommunications Technologies, publisher=Wiley-Blackwell, author=Karl, Holger and Dräxler, Sevil and Peuster, Manuel and Galis, Alex and Bredel, Michael and Ramos, Aurora and Martrat, Josep and Siddiqui, Muhammad Shuaib and van Rossem, Steven and Tavernier, Wouter and et al., year=2016, pages=1206–1215 

@articleWette_Karl_2016, title=DCT<sup>2</sup>Gen: A traffic generator for data centers, DOI=10.1016/j.comcom.2015.12.001, journal=Computer Communications, author=Wette, Philip and Karl, Holger, year=2016, pages=45--58 

@articleHerlich_Bredenbals_Karl_2016, title=Delayed (de-)activation in servers with a sleep mode, volume=10, DOI=10.1016/j.suscom.2016.04.002, journal=Sustainable Computing: Informatics and Systems, publisher=Elsevier BV, author=Herlich, Matthias and Bredenbals, Nico and Karl, Holger, year=2016, pages=48–55 

@articleKünsemöller_Karl_2014, title=A Game-Theoretic Approach to the Financial Benefits of Infrastructure-as-a-Service, DOI=10.1016/j.future.2014.03.005, journal=Future Generation Computer Systems, publisher=Elsevier, author=Künsemöller, Jörn and Karl, Holger, year=2014, pages=44--52 

@articleBeister_Dräxler_Aelken_Karl_2014, title=Power model design for ICT systems -- A generic approach, DOI=10.1016/j.comcom.2014.02.007, journal=Computer Communications, author=Beister, Frederic and Dräxler, Martin and Aelken, J. and Karl, Holger, year=2014, pages=77--85