@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 
LibreCat: /record/53531

@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 
LibreCat: /record/32854

@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 
LibreCat: /record/21808
DOI: 10.1109/TNSM.2021.3076503

@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 
LibreCat: /record/16278
DOI: 10.1016/j.vehcom.2020.100250

@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 
LibreCat: /record/16280
DOI: 10.1109/mwc.001.1900280

@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 
LibreCat: /record/13770
DOI: 10.1007/s12599-019-00627-x

@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 
LibreCat: /record/8113
DOI: 10.1016/j.icte.2019.02.001

@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 
LibreCat: /record/8795
DOI: 10.1002/nem.2067

@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 
LibreCat: /record/9823
DOI: 10.1109/mcom.2019.1800810

@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 
LibreCat: /record/9824
DOI: 10.1109/mcom.2019.1800873

@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 
LibreCat: /record/15741
DOI: 10.1016/j.automatica.2019.108759

@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 
LibreCat: /record/10325
DOI: 10.1186/s13638-019-1493-2

@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 
LibreCat: /record/3152
DOI: 10.1109/TNSM.2018.2846572

@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 
LibreCat: /record/58
DOI: 10.1002/nem.1963

@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 
LibreCat: /record/64
DOI: 10.1109/TNSM.2016.2611590

@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 
LibreCat: /record/714
DOI: 10.1002/ett.3084

@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 
LibreCat: /record/726
DOI: 10.1016/j.comcom.2015.12.001

@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 
LibreCat: /record/1373
DOI: 10.1016/j.suscom.2016.04.002

@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 
LibreCat: /record/467
DOI: 10.1016/j.future.2014.03.005

@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 
LibreCat: /record/753
DOI: 10.1016/j.comcom.2014.02.007