@articleRedder_Ramaswamy_Karl_2022, title=Distributed gradient-based optimization in the presence of dependent  aperiodic communication, journal=arXiv:2201.11343, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 
LibreCat: /record/30790
arXiv: 2201.11343

@articleRedder_Ramaswamy_Karl_2022, title=Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms, journal=arXiv:2201.00570, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 
LibreCat: /record/30791
arXiv: 2201.00570

@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

@inproceedingsWerner_Schneider_Karl_2022, title=Use What You Know: Network and Service Coordination Beyond Certainty, booktitle=IEEE/IFIP Network Operations and Management Symposium (NOMS), publisher=IEEE, author=Werner, Stefan and Schneider, Stefan Balthasar and Karl, Holger, year=2022 
LibreCat: /record/29220

@inproceedingsHasnain_Karl, title=Learning Flow Scheduling, DOI=https://doi.org/10.1109/CCNC49032.2021.9369514, booktitle=2021 IEEE 18th Annual Consumer Communications &; Networking Conference (CCNC), publisher=IEEE Computer Society, author=Hasnain, Asif and Karl, Holger 
LibreCat: /record/20125
DOI: https://doi.org/10.1109/CCNC49032.2021.9369514

@bookHasnain_2021, title=Automating Network Resource Allocation for Coflows with Deadlines, DOI=10.17619/UNIPB/1-1241 , author=Hasnain, Asif, year=2021 
LibreCat: /record/27503
DOI: 10.17619/UNIPB/1-1241 

@inproceedingsHasnain_Karl, title=Learning Coflow Admissions, DOI=10.1109/INFOCOMWKSHPS51825.2021.9484599, booktitle=IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), publisher=IEEE Communications Society, author=Hasnain, Asif and Karl, Holger 
LibreCat: /record/21005
DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484599

@inproceedingsSchneider_Qarawlus_Karl_2021, title=Distributed Online Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Distributed Computing Systems (ICDCS), publisher=IEEE, author=Schneider, Stefan Balthasar and Qarawlus, Haydar and Karl, Holger, year=2021 
LibreCat: /record/21543

@inproceedingsSchneider_Jürgens_Karl_2021, title=Divide and Conquer: Hierarchical Network and Service Coordination, booktitle=IFIP/IEEE International Symposium on Integrated Network Management (IM), publisher=IFIP/IEEE, author=Schneider, Stefan Balthasar and Jürgens, Mirko and Karl, Holger, year=2021 
LibreCat: /record/20693

@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

@bookSchneider_Karl_Khalili_Hecker_2021, title=DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning, author=Schneider, Stefan Balthasar and Karl, Holger and Khalili, Ramin and Hecker, Artur, year=2021 
LibreCat: /record/33854

@bookSchneider_2021, title=Conventional and Machine Learning Approaches for Network and Service Coordination, author=Schneider, Stefan Balthasar, year=2021 
LibreCat: /record/35889

@inproceedingsSchneider_Klenner_Karl_2020, title=Every Node for Itself: Fully Distributed Service Coordination, booktitle=IEEE International Conference on Network and Service Management (CNSM), publisher=IEEE, author=Schneider, Stefan Balthasar and Klenner, Lars Dietrich and Karl, Holger, year=2020 
LibreCat: /record/19607

@inproceedingsSchneider_Manzoor_Qarawlus_Schellenberg_Karl_Khalili_Hecker_2020, title=Self-Driving Network and Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Network and Service Management (CNSM), publisher=IEEE, author=Schneider, Stefan Balthasar and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Khalili, Ramin and Hecker, Artur, year=2020 
LibreCat: /record/19609

@inproceedingsHasnain_Karl_2020, title=Coflow Scheduling with Performance Guarantees for Data Center Applications, DOI=https://doi.org/10.1109/CCGrid49817.2020.00010, booktitle=2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), publisher=IEEE Computer Society, author=Hasnain, Asif and Karl, Holger, year=2020 
LibreCat: /record/17082
DOI: https://doi.org/10.1109/CCGrid49817.2020.00010

@inproceedingsSchneider_Satheeschandran_Peuster_Karl_2020, title=Machine Learning for Dynamic Resource Allocation in Network Function Virtualization, booktitle=IEEE Conference on Network Softwarization (NetSoft), publisher=IEEE, author=Schneider, Stefan Balthasar and Satheeschandran, Narayanan Puthenpurayil and Peuster, Manuel and Karl, Holger, year=2020 
LibreCat: /record/16219

@inproceedingsZafeiropoulos_Fotopoulou_Peuster_Schneider_Gouvas_Behnke_Müller_Bök_Trakadas_Karkazis_et al._2020, title=Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case, booktitle=IEEE Conference on Network Softwarization (NetSoft), author=Zafeiropoulos, A. and Fotopoulou, E. and Peuster, Manuel and Schneider, Stefan Balthasar and Gouvas, P. and Behnke, D. and Müller, M. and Bök, P. and Trakadas, P. and Karkazis, P. and et al., year=2020 
LibreCat: /record/16222

@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

@inproceedingsMüller_Behnke_Bök_Schneider_Peuster_Karl_2020, place=Ghent, Belgium, title=Cloud-Native Threat Detection and Containment for Smart Manufacturing, booktitle=IEEE Conference on Network Softwarization (NetSoft) Demo Track, publisher=IEEE, author=Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger, year=2020 
LibreCat: /record/16400

@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

@inproceedingsSchneider_Sharma_Karl_Wehrheim_2019, place=Washington, DC, USA, title=Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets, booktitle=2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), publisher=IFIP, author=Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike, year=2019, pages=116--124 
LibreCat: /record/3287

@inproceedingsSchneider_Peuster_Behnke_Marcel_Bök_Karl_2019, place=Valencia, Spain, title=Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario, DOI=10.1109/eucnc.2019.8802016, booktitle=European Conference on Networks and Communications (EuCNC), publisher=IEEE, author=Schneider, Stefan Balthasar and Peuster, Manuel and Behnke, Daniel and Marcel, Müller and Bök, Patrick-Benjamin and Karl, Holger, year=2019 
LibreCat: /record/9270
DOI: 10.1109/eucnc.2019.8802016

@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

@inproceedingsDräxler_Karl, title=SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible Structures, booktitle=5th IEEE International Conference on Network Softwarization (NetSoft) 2019, author=Dräxler, Sevil and Karl, Holger 
LibreCat: /record/8240

@inproceedingsPeuster_Schneider_Behnke_Müller_Bök_Karl_2019, place=Paris, title=Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case, DOI=10.1109/NETSOFT.2019.8806685, booktitle=5th IEEE International Conference on Network Softwarization (NetSoft 2019), author=Peuster, Manuel and Schneider, Stefan Balthasar and Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin and Karl, Holger, year=2019 
LibreCat: /record/8792
DOI: 10.1109/NETSOFT.2019.8806685

@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

@inproceedingsAfifi_Karl, place=Las Vegas, title=Power Allocation with a Wireless Multi-cast Aware Routing for Virtual Network Embedding, booktitle=2019 16th IEEE Annual Consumer Communications &; Networking Conference (CCN19), publisher=IEEE, author=Afifi, Haitham and Karl, Holger 
LibreCat: /record/6860

@inproceedingsGuenther_Afifi_Brendel_Karl_Kellermann_2019, place=New Paltz, USA, title=Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks, booktitle=2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), author=Guenther, Michael and Afifi, Haitham and Brendel, Andreas and Karl, Holger and Kellermann, Walter, year=2019 
LibreCat: /record/12880

@inproceedingsAfifi_Karl_2019, place=Paris, France, title=An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding, booktitle=2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), author=Afifi, Haitham and Karl, Holger, year=2019 
LibreCat: /record/12881

@inproceedingsAfifi_Karl_Eikenberg_Mueller_Gansel_Makejkin_Hannemann_Schellenberg_2019, place=Marrakech, Morocco, title=A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO, booktitle=2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), author=Afifi, Haitham and Karl, Holger and Eikenberg, Sebastian and Mueller, Arnold and Gansel, Lars and Makejkin, Alexander and Hannemann, Kai and Schellenberg, Rafael, year=2019 
LibreCat: /record/12882

@inproceedingsMüller_Behnke_Bök_Peuster_Schneider_Karl_2019, place=Helsinki, title=5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing, booktitle=IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), publisher=IEEE, author=Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger, year=2019 
LibreCat: /record/15369

@inproceedingsPeuster_Schneider_Karl_2019, place=Halifax, title=The Softwarised Network Data Zoo, booktitle=IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), publisher=IEEE/IFIP, author=Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger, year=2019 
LibreCat: /record/15371

@inproceedingsNuriddinov_Tavernier_Colle_Pickavet_Peuster_Schneider_2019, place=Dallas, title=Reproducible Functional Tests for Multi-scale Network Services, booktitle= IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Nuriddinov, Askhat and Tavernier, Wouter and Colle, Didier and Pickavet, Mario and Peuster, Manuel and Schneider, Stefan Balthasar, year=2019 
LibreCat: /record/15372

@inproceedingsMoro_Peuster_Karl_Capone_2019, place=Dallas, title=FO: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio, year=2019 
LibreCat: /record/15373

@inproceedingsMoro_Peuster_Karl_Capone_2019, place=Dallas, title=Demonstrating FO: A Flexible Platform to Prototype NFV Offloading Scenarios, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio, year=2019 
LibreCat: /record/15374

@inproceedingsMüller_Behnke_Bök_Schneider_Peuster_Karl_2019, place=Dallas, title=Putting NFV into Reality: Physical Smart Manufacturing Testbed, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger, year=2019 
LibreCat: /record/15375

@inproceedingsBehnke_Müller_Bök_Schneider_Peuster_Karl_2019, place=Dallas, title=NFV-driven intrusion detection for smart manufacturing, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger, year=2019 
LibreCat: /record/15376

@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

@inproceedingsAfifi_Horbach_Karl_2019, place=Barcelona, Spain, title=A Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding, booktitle=2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (WiMob 2019), author=Afifi, Haitham and Horbach, Konrad and Karl, Holger, year=2019 
LibreCat: /record/13123

@bookDräxler_2019, title=Scaling, placement, and routing for pliable virtualized composed services, publisher=Universität Paderborn, author=Dräxler, Sevil, year=2019 
LibreCat: /record/13124

@inproceedingsSchneider_Peuster_Hannemann_Behnke_Müller_Bök_Karl_2019, place=Dallas, TX, USA, title=“Producing Cloud-Native”: Smart Manufacturing Use Cases on Kubernetes, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track, publisher=IEEE, author=Schneider, Stefan Balthasar and Peuster, Manuel and Hannemann, Kai and Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin and Karl, Holger, year=2019 
LibreCat: /record/13292

@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

@inproceedingsAfifi_Auroux_Karl_2018, title=MARVELO: Wireless Virtual Network Embedding for Overlay Graphs with Loops, publisher=Proc. of IEEE Wireless Communications and Networking Conference (WCNC), author=Afifi, Haitham and Auroux, Sébastien and Karl, Holger, year=2018 
LibreCat: /record/2474

@inproceedingsShiferaw Heyi_Karl_2018, title=Modelling Time-Limited Capacity of a Wireless Channel as aMarkov Reward Process, publisher=Proc. of IEEE Wireless Communications and Networking Conference (WCNC), author=Shiferaw Heyi, Binyam and Karl, Holger, year=2018 
LibreCat: /record/2476

@inproceedingsDräxler_Peuster_Illian_Karl_2018, title=Generating Resource and Performance Models for Service Function Chains: The Video Streaming Case, DOI=10.1109/NETSOFT.2018.8460029, booktitle=4th IEEE International Conference on Network Softwarization (NetSoft 2018), publisher=IEEE, author=Dräxler, Sevil and Peuster, Manuel and Illian, Marvin and Karl, Holger, year=2018, pages=318--322 
LibreCat: /record/2480
DOI: 10.1109/NETSOFT.2018.8460029

@inproceedingsDräxler_Schneider_Karl_2018, title= Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions, booktitle=4th IEEE International Conference on Network Softwarization (NetSoft 2018), publisher=IEEE, author=Dräxler, Sevil and Schneider, Stefan Balthasar and Karl, Holger, year=2018, pages=123--131 
LibreCat: /record/2481

@bookDräxler_Peuster_Illian_Karl_2018, place=Wien, Darmstadt, series=KuVS-Fachgespräch Fog Computing 2018, title=Towards Predicting Resource Demands and Performance of Distributed Cloud Services, author=Dräxler, Sevil and Peuster, Manuel and Illian, Marvin and Karl, Holger, year=2018, collection=KuVS-Fachgespräch Fog Computing 2018 
LibreCat: /record/2483

@inproceedingsAuroux_Karl_2018, title=Distributed Placement of Virtualized Control Applications in Mobile Backhaul Networks, DOI= 10.1109/WCNC.2018.8377335, publisher=Proc. of IEEE Wireless Communications and Networking Conference (WCNC), author=Auroux, Sébastien and Karl, Holger, year=2018 
LibreCat: /record/2472
DOI:  10.1109/WCNC.2018.8377335

@inproceedingsDemirel_Ramaswamy_Quevedo_Karl_2018, title=DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling, DOI=10.1109/LCSYS.2018.2847721, author=Demirel, Burak and Ramaswamy, Arunselvan and Quevedo, Daniel and Karl, Holger, year=2018 
LibreCat: /record/3217
DOI: 10.1109/LCSYS.2018.2847721

@inproceedingsPeuster_Küttner_Karl, place=Montreal, title= Let the state follow its flows: An SDN-based flow handover protocol to support state migration, DOI=10.1109/NETSOFT.2018.8460007, booktitle=4th IEEE International Conference on Network Softwarization (NetSoft 2018), author=Peuster, Manuel and Küttner, Hannes and Karl, Holger 
LibreCat: /record/3345
DOI: 10.1109/NETSOFT.2018.8460007

@inproceedingsPeuster_Kampmeyer_Karl, place=Montreal, title=Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains, DOI=10.1109/NETSOFT.2018.8459905, booktitle=4th IEEE International Conference on Network Softwarization (NetSoft 2018), author=Peuster, Manuel and Kampmeyer, Johannes10.1109/NETSOFT.2018.8459905__and Karl, Holger 
LibreCat: /record/3346
DOI: 10.1109/NETSOFT.2018.8459905

@inproceedingsPeuster_Marchetti_Garcia de Blas_Karl, place=Ljubljana, title=Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments, DOI=10.1109/EuCNC.2018.8442701, booktitle=European Conference on Networks and Communications (EuCNC), author=Peuster, Manuel and Marchetti, Michael and Garcia de Blas, Gerado and Karl, Holger 
LibreCat: /record/3347
DOI: 10.1109/EuCNC.2018.8442701

@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

@inproceedingsPeuster_Karl, place=Rome, title=Understand your chains and keep your deadlines: Introducing time-constrained profiling for NFV, booktitle=IEEE/IFIP 14th International Conference on Network and Service Management (CNSM), publisher=IEEE/IFIP, author=Peuster, Manuel and Karl, Holger 
LibreCat: /record/6016

@inproceedingsPeuster_Schneider_Christ_Karl_2018, place=Verona, title=A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains, booktitle=IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN) 5GNetApp, publisher=IEEE, author=Peuster, Manuel and Schneider, Stefan Balthasar and Christ, Frederic and Karl, Holger, year=2018 
LibreCat: /record/6483

@bookRosa_Rothenberg_Peuster_Karl, title=Methodology for VNF Benchmarking Automation, publisher=IETF, author=Rosa, Raphael Vicente and Rothenberg, Christian Esteve and Peuster, Manuel and Karl, Holger 
LibreCat: /record/6485

@inproceedingsSchneider_Dräxler_Karl_2018, title=Trade-offs in Dynamic Resource Allocation in Network Function Virtualization, booktitle=IEEE Global Communications Conference (GLOBECOM 2018), publisher=IEEE, author=Schneider, Stefan Balthasar and Dräxler, Sevil and Karl, Holger, year=2018 
LibreCat: /record/6970

@inproceedingsSchneider_Peuster_Karl_2018, title=A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms, DOI=10.1109/NFV-SDN.2018.8725795, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018), publisher=IEEE, author=Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger, year=2018 
LibreCat: /record/6972
DOI: 10.1109/NFV-SDN.2018.8725795

@inproceedingsSchneider_Peuster_Tavernier_Karl_2018, title=A Fully Integrated Multi-Platform NFV SDK, DOI=10.1109/NFV-SDN.2018.8725794, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018), publisher=IEEE, author=Schneider, Stefan Balthasar and Peuster, Manuel and Tavernier, Wouter and Karl, Holger, year=2018 
LibreCat: /record/6974
DOI: 10.1109/NFV-SDN.2018.8725794

@bookSchwabe_2018, title=Data-Centre Traffic Optimisation using Software-Defined Networks, DOI=10.17619/UNIPB/1-287, publisher=Universität Paderborn, author=Schwabe, Arne, year=2018 
LibreCat: /record/1208
DOI: 10.17619/UNIPB/1-287

@inproceedingsAfifi_Schmalenstroeer_Ullmann_Haeb-Umbach_Karl_2018, title=MARVELO - A Framework for Signal Processing in Wireless Acoustic Sensor Networks, booktitle=Speech Communication; 13th ITG-Symposium, author=Afifi, Haitham and Schmalenstroeer, Joerg and Ullmann, Joerg and Haeb-Umbach, Reinhold and Karl, Holger, year=2018, pages=1–5 
LibreCat: /record/6859

@bookSchürmann_2017, title=Microservice-based Execution Environment for Service Compositions, publisher=Universität Paderborn, author=Schürmann, Andreas, year=2017 
LibreCat: /record/3291

@inproceedingsAli Ashraf_Wang_Eldessoki_Holfeld_Parruca_Serror_Gross_2017, place=Dresden, title=From Radio Design to System Evaluations for Ultra-Reliable and Low-Latency Communication , publisher=Proceedings of 23th European Wireless Conference 2017, 17- 19.05.2017, author=Ali Ashraf, Shehzad and Wang, Y.-P. Eric and Eldessoki, Sameh  and Holfeld, Bernd and Parruca, Donald  and Serror, Martin and Gross, James, year=2017 
LibreCat: /record/2741

@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

@inproceedingsSchwabe_Rojas_Karl_2017, title=Minimizing downtimes: Using dynamic reconfiguration and state management in SDN, DOI=10.1109/NETSOFT.2017.8004209, booktitle=2017 IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017, author=Schwabe, Arne and Rojas, Elisa and Karl, Holger, year=2017, pages=1--5 
LibreCat: /record/708
DOI: 10.1109/NETSOFT.2017.8004209

@inproceedingsDräxler_Karl_Peuster_Razzaghi Kouchaksaraei_Bredel_Lessmann_Soenen_Tavernier_Mendel-Brin_Xilouris_2017, title=SONATA: Service programming and orchestration for virtualized software networks, DOI=10.1109/iccw.2017.7962785, booktitle=2017 IEEE International Conference on Communications Workshops (ICC Workshops), publisher=IEEE, author=Dräxler, Sevil and Karl, Holger and Peuster, Manuel and Razzaghi Kouchaksaraei, Hadi and Bredel, Michael and Lessmann, Johannes and Soenen, Thomas and Tavernier, Wouter and Mendel-Brin, Sharon and Xilouris, George, year=2017 
LibreCat: /record/717
DOI: 10.1109/iccw.2017.7962785

@inproceedingsPeuster_Dräxler_Razzaghi Kouchaksaraei_van Rossem_Tavernier_Karl_2017, title=A flexible multi-pop infrastructure emulator for carrier-grade MANO systems, DOI=10.1109/NETSOFT.2017.8004250, booktitle=IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017, author=Peuster, Manuel and Dräxler, Sevil and Razzaghi Kouchaksaraei, Hadi and van Rossem, Steven and Tavernier, Wouter and Karl, Holger, year=2017, pages=1--3 
LibreCat: /record/723
DOI: 10.1109/NETSOFT.2017.8004250

@inproceedingsDräxler_Karl_Mann_2017, title=Joint Optimization of Scaling and Placement of Virtual Network Services, DOI=10.1109/CCGRID.2017.25, booktitle=Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017), author=Dräxler, Sevil and Karl, Holger and Mann, Zoltan Adam, year=2017 
LibreCat: /record/87
DOI: 10.1109/CCGRID.2017.25

@inproceedingsPeuster_Karl_2017, place=Berlin, title=Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments, DOI=10.1109/NFV-SDN.2017.8169826, booktitle=IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN), author=Peuster, Manuel and Karl, Holger, year=2017 
LibreCat: /record/981
DOI: 10.1109/NFV-SDN.2017.8169826

@inproceedingsAuroux_Scholz_Karl_2017, title=Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications, booktitle=Proc. European Wireless, author=Auroux, Sébastien and Scholz, S. and Karl, Holger, year=2017 
LibreCat: /record/983

@inproceedingsZhao_Le Gall_Cousin_Vilalta_Munoz_Castro_Peuster_Schneider_Siapera_Kapassa_et al._2017, title=Verification and validation framework for 5G network services and apps, DOI=10.1109/nfv-sdn.2017.8169878, booktitle=2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), publisher=IEEE, author=Zhao, Mengxuan and Le Gall, Franck and Cousin, Philippe and Vilalta, Ricard and Munoz, Raul and Castro, Sonia and Peuster, Manuel and Schneider, Stefan Balthasar and Siapera, Maria and Kapassa, Evgenia and et al., year=2017 
LibreCat: /record/1618
DOI: 10.1109/nfv-sdn.2017.8169878

@inproceedingsAktas_Ansari_Auroux_Parruca_Perez Guirao_Holfeld_2017, title=A Coordination Architecture for Wireless Industrial Automation, publisher=Proceedings of 23th European Wireless Conference, author=Aktas, Ismet and Ansari, Junaid and Auroux, Sebastien and Parruca, Donald and Perez Guirao, Maria Dolores and Holfeld, Bernd, year=2017 
LibreCat: /record/1620

@bookKeller_2016, title=Application Deployment at Distributed Clouds, publisher=Universität Paderborn, author=Keller, Matthias, year=2016 
LibreCat: /record/220

@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

@inproceedingsSchwabe_A. Aranda-Gutierrez_Karl_2016, title=Composition of SDN applications: Options/challenges for real implementations, DOI=10.1145/2959424.2959436, booktitle=Proceedings of the 2016 Applied Networking Research Workshop, ANRW 2016, Berlin, Germany, July 16, 2016, author=Schwabe, Arne and A. Aranda-Gutierrez, Pedro and Karl, Holger, year=2016, pages=26--31 
LibreCat: /record/728
DOI: 10.1145/2959424.2959436

@inproceedingsDoriguzzi Corin_A. Aranda-Gutierrez_Rojas_Karl_Salvadori_2016, title=Reusability of software-defined networking applications: A runtime, multi-controller approach, DOI=10.1109/CNSM.2016.7818419, booktitle=12th International Conference on Network and Service Management, CNSM 2016, Montreal, QC, Canada, October 31 - Nov. 4, 2016, author=Doriguzzi Corin, Roberto and A. Aranda-Gutierrez, Pedro and Rojas, Elisa and Karl, Holger and Salvadori, Elio, year=2016, pages=209--215 
LibreCat: /record/729
DOI: 10.1109/CNSM.2016.7818419

@inproceedingsPeuster_Karl_2016, title=Understand Your Chains: Towards Performance Profile-Based Network Service Management, DOI=10.1109/EWSDN.2016.9, booktitle=Fifth European Workshop on Software-Defined Networks, EWSDN 2016, Den Haag, The Netherlands, October 10-11, 2016, author=Peuster, Manuel and Karl, Holger, year=2016, pages=7--12 
LibreCat: /record/730
DOI: 10.1109/EWSDN.2016.9

@inproceedingsPeuster_Karl_Enrico Redondi_Capone_2016, title=Demonstrating on-demand cell switching with a two-layer mobile network testbed, DOI=10.1109/INFCOMW.2016.7562232, booktitle=IEEE Conference on Computer Communications Workshops, INFOCOM Workshops 2016, San Francisco, CA, USA, April 10-14, 2016, author=Peuster, Manuel and Karl, Holger and Enrico Redondi, Alessandro and Capone, Antonio, year=2016, pages=1015--1016 
LibreCat: /record/731
DOI: 10.1109/INFCOMW.2016.7562232

@inproceedingsPeuster_Karl_2016, title=E-State: Distributed state management in elastic network function deployments, DOI=10.1109/NETSOFT.2016.7502432, booktitle=IEEE NetSoft Conference and Workshops, NetSoft 2016, Seoul, South Korea, June 6-10, 2016, author=Peuster, Manuel and Karl, Holger, year=2016, pages=6--10 
LibreCat: /record/732
DOI: 10.1109/NETSOFT.2016.7502432

@inproceedingsAuroux_Parruca_Karl_2016, title=Joint real-time scheduling and interference coordination for wireless factory automation, DOI=10.1109/PIMRC.2016.7794927, booktitle=27th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016, Valencia, Spain, September 4-8, 2016, author=Auroux, Sébastien and Parruca, Donald and Karl, Holger, year=2016, pages=1--6 
LibreCat: /record/735
DOI: 10.1109/PIMRC.2016.7794927

@inproceedingsPeuster_Karl_van Rossem_2016, title=MeDICINE: Rapid Prototyping of Production-Ready Network Services in Multi-PoP Environments, DOI=10.1109/NFV-SDN.2016.7919490, booktitle=IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), author=Peuster, Manuel and Karl, Holger and van Rossem, Steven, year=2016 
LibreCat: /record/738
DOI: 10.1109/NFV-SDN.2016.7919490

@inproceedingsv. Rossem_Tavernier_Peuster_Colle_Pickavet_Demeester_2016, title=Monitoring and debugging using an SDK for NFV-powered telecom applications, booktitle=Proc. IEEE Conference on Network Function Virtualization and Software Defined Network (NFV-SDN), Demo Track, author=v. Rossem, S. and Tavernier, W. and Peuster, Manuel and Colle, D. and Pickavet, M. and Demeester, P., year=2016 
LibreCat: /record/985

@inproceedingsDräxler_Karl_2016, title=Placement of Services with Flexible Structures Specified by a YANG Data Model, DOI=10.1109/NETSOFT.2016.7502412, booktitle=Proceedings of the 2nd International IEEE Conference on Network Softwarization (NetSoft), author=Dräxler, Sevil and Karl, Holger, year=2016, pages=184--192 
LibreCat: /record/166
DOI: 10.1109/NETSOFT.2016.7502412

@inproceedingsGutierrez_Rojas_Schwabe_Stritzke_Doriguzzi-Corin_Leckey_Petralia_Marsico_Phemius_Tamurejo_2016, title=NetIDE: All-in-one framework for next generation, composed SDN applications, DOI=10.1109/netsoft.2016.7502408, booktitle=2016 IEEE NetSoft Conference and Workshops (NetSoft), publisher=IEEE, author=Gutierrez, P. A. Aranda and Rojas, E. and Schwabe, A. and Stritzke, C. and Doriguzzi-Corin, R. and Leckey, A. and Petralia, G. and Marsico, A. and Phemius, K. and Tamurejo, S., year=2016 
LibreCat: /record/1627
DOI: 10.1109/netsoft.2016.7502408

@inproceedingsMarsico_Doriguzzi-Corin_Gerola_Siracusa_Schwabe_2016, title=A non-disruptive automated approach to update SDN applications at runtime, DOI=10.1109/noms.2016.7502946, booktitle=NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium, publisher=IEEE, author=Marsico, Antonio and Doriguzzi-Corin, Roberto and Gerola, Matteo and Siracusa, Domenico and Schwabe, Arne, year=2016 
LibreCat: /record/1630
DOI: 10.1109/noms.2016.7502946

@inproceedingsDoriguzzi-Corin_Siracusa_Salvador_Schwabe_2016, title=Empowering network operating systems with memory management techniques, DOI=10.1109/noms.2016.7502889, booktitle=NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium, publisher=IEEE, author=Doriguzzi-Corin, Roberto and Siracusa, Domenico and Salvador, Elio and Schwabe, Arne, year=2016 
LibreCat: /record/1632
DOI: 10.1109/noms.2016.7502889

@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

@inproceedingsDräxler_Blobel_Dreimann_Valentin_Karl_2015, title=SmarterPhones: Anticipatory Download Scheduling for Wireless Video Streaming, DOI=10.1109/NetSys.2015.7089073, booktitle=Proceedings of the 2nd International Conference on Networked Systems (NetSys), author=Dräxler, Martin and Blobel, Johannes and Dreimann, Philipp and Valentin, Stefan and Karl, Holger, year=2015, pages=1--8 
LibreCat: /record/252
DOI: 10.1109/NetSys.2015.7089073

@inproceedingsWette_Karl_2015, title=HybridTE: Traffic Engineering for Very Low-Cost Software-Defined Data-Center Networks, DOI=10.1109/EWSDN.2015.57, booktitle=Proceedings of the 4th European Workshop on Software Defined Networks (EWSDN 2015), author=Wette, Philip and Karl, Holger, year=2015, pages=1--7 
LibreCat: /record/287
DOI: 10.1109/EWSDN.2015.57

@inproceedingsSchwabe_Karl_2015, title=SynRace: Decentralized Load-Adaptive Multi-path Routing without Collecting Statistics, DOI=10.1109/EWSDN.2015.58, booktitle=Proceedings of the 4th European Workshop on Software Defined Networks (EWSDN 2015), author=Schwabe, Arne and Karl, Holger, year=2015, pages=37–42 
LibreCat: /record/247
DOI: 10.1109/EWSDN.2015.58

@bookWette_2015, title=Optimizing Software-Defined Networks using Application-Layer Knowledge, publisher=Universität Paderborn, author=Wette, Philip, year=2015 
LibreCat: /record/264

@inproceedingsA. Aranda-Gutierrez_Karl_Rojas_Leckey_2015, title=On Network Application representation and controller independence in SDN, DOI=10.1109/EuCNC.2015.7194112, booktitle=2015 European Conference on Networks and Communications, EuCNC 2015, Paris, France, June 29 - July 2, 2015, author=A. Aranda-Gutierrez, Pedro and Karl, Holger and Rojas, Elisa and Leckey, Alec, year=2015, pages=429--433 
LibreCat: /record/739
DOI: 10.1109/EuCNC.2015.7194112

@inproceedingsBlanckenstein_Nardin_Klaue_Karl_2015, title=Error characterization of multi-access point WSNs in an aircraft cabin, DOI=10.1109/ICCW.2015.7247534, booktitle=IEEE International Conference on Communication, ICC 2015, London, United Kingdom, June 8-12, 2015, Workshop Proceedings, author=Blanckenstein, Johannes and Nardin, Cristina and Klaue, Jirka and Karl, Holger, year=2015, pages=2363--2368 
LibreCat: /record/742
DOI: 10.1109/ICCW.2015.7247534

@inproceedingsSchwabe_Karl_2015, title=Topology model to generate realistic latency for simulations, DOI=10.1109/ICC.2015.7249298, booktitle=2015 IEEE International Conference on Communications, ICC 2015, London, United Kingdom, June 8-12, 2015, author=Schwabe, Arne and Karl, Holger, year=2015, pages=6122--6127 
LibreCat: /record/743
DOI: 10.1109/ICC.2015.7249298

@inproceedingsDräxler_Blobel_Karl_2015, title=Anticipatory Download Scheduling in Wireless Video Streaming with Uncertain Data Rate Prediction, DOI=10.1109/WMNC.2015.21, booktitle=8th IFIP Wireless and Mobile Networking Conference, WMNC 2015, Munich, Germany, October 5-7, 2015, author=Dräxler, Martin and Blobel, Johannes and Karl, Holger, year=2015, pages=136--143 
LibreCat: /record/745
DOI: 10.1109/WMNC.2015.21