Wolfgang Kellerer: Twin your network to (auto-)manage flexibility. Invited presentation for the IEEE Communication Society Technical Committee (TC) on Communications Software, Special Interest Group (SIG) webinar on "NFV and SDN Technologies", 2025 more…BibTeX
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2022
Journal Articles
Martinez Alba, Alberto; Kellerer, Wolfgang: Dynamic Functional Split Adaptation in Next-Generation Radio Access Networks. IEEE Transactions on Network and Service Management 19 (3), 2022, 3239-3263 more…BibTeX
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2021
Journal Articles
Díez, Luis; Martínez Alba, Alberto; Kellerer, Wolfgang; Agüero, Ramón: Flexible Functional Split and Fronthaul Delay: A Queuing-Based Model. IEEE Access 9, 2021, 151049-151066 more…BibTeX
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Martínez Alba, Alberto; Janardhanan, Shakthivelu; Kellerer, Wolfgang: Enabling dynamically centralized RAN architectures in 5G and beyond. IEEE Transactions on Network and Service Management, 2021, 1-1 more…BibTeX
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Conference Papers
Krämer, Patrick; Diederich, Philip; Krämer, Corinna; Pries, Rastin; Kellerer, Wolfgank; Blenk, Andreas: sfc2cpu: Operating a Service Function Chain Platform with Neural Combinatorial Optimization. IM 2021, 2021 more…BibTeX
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Martínez Alba, Alberto; Babarczi, Péter; Blenk, Andreas; He, Mu; Krämer, Patrick; Zerwas, Johannes; Kellerer, Wolfgang: Modeling the Cost of Flexibility in Communication Networks. IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021 more…BibTeX
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Martínez Alba, Alberto; Pundt, Steffen; Kellerer, Wolfgang: Comparison of performance- and cost-optimal functional splits in 5G and beyond. 2021 IEEE Global Communications Conference: Mobile and Wireless Networks, 2021 more…BibTeX
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Zhou, Zikai; He, Mu; Kellerer, Wolfgang; Blenk, Andreas; Foerster, Klaus-Tycho: P4Update: fast and locally verifiable consistent network updates in the P4 data plane. Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), ACM, 2021 more…BibTeX
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Misc.
Kellerer, Wolfgang: Flexibility in Communication Networks – Selected Results of the Communication Networks Seminar in WS 2018/2019. Technische Universität München, Lehrstuhl für Kommunikationsetze, 2021, more…BibTeX
2020
Books / Contributions to Collections
Tornatore, Massimo; Babarczi, Péter; Ayoub, Omran; Ferdousi, Sifat; Lourenco, Rafael; Zerwas, Johannes; Blenk, Andreas; Klügel, Markus; Kellerer, Wolfgang: Alert-Based Network Reconfiguration and Data Evacuation. In: Computer Communications and Networks. Springer International Publishing, 2020 more…BibTeX
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Journal Articles
Babarczi, Péter; Klügel, Markus; Martínez Alba, Alberto; He, Mu; Zerwas, Johannes; Kalmbach, Patrick; Blenk, Andreas; Kellerer, Wolfgang: A mathematical framework for measuring network flexibility. Computer Communications 164, 2020, 13-24 more…BibTeX
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Sieber, Christian; Schwarzmann, Susanna; Blenk, Andreas; Zinner, Thomas; Kellerer, Wolfgang: Scalable Application- and User-Aware Resource Allocation in Enterprise Networks Using End-Host Pacing. ACM Trans. Model. Perform. Eval. Comput. Syst., 2020 more…BibTeX
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Vizarreta, Petra; Trivedi, Kishor; Mendiratta, Veena; Kellerer, Wolfgang; Mas Machuca, Carmen;: DASON: Dependability Assessment Framework for Imperfect Distributed SDN Implementations. IEEE Transactions on Network and Service Management , 2020 more…BibTeX
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Conference Papers
Martínez Alba, Alberto; Janardhanan, Shakthivelu; Kellerer, Wolfgang: Dynamics of the flexible functional split selection in 5G networks. 2020 IEEE Global Communications Conference: Mobile and Wireless Networks, 2020 more…BibTeX
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Van Bemten, Amaury; Deric,Nemanja; Varasteh,Amir; Schmid,Stefan; Mas Machuca,Carmen; Blenk,Andreas; Kellerer,Wolfgang: Chameleon: Predictable Latency and High Utilization with Queue-Aware and Adaptive Source Routing. 16th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2020 more…BibTeX
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Conference Papers / Poster
He, Mu; Huang, Mei-Yuan; Kellerer, Wolfgang: Optimizing the Flexibility of SDN Control Plane. IEEE/IFIP Network Operations and Management Symposium, 2020 more…BibTeX
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Misc.
Blenk, Andreas: Adversarial Network Benchmarking: A Data-Driven Approach. Invited presentation at Applied Machine Learning Days at EPFL, January 25-29, 2020, Lausanne, Switzerland, 2020 more…BibTeX
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Blenk, Andreas: Adversarial Network Benchmarking: A Data-Driven Approach. Invited presentation at Scientific Workshop des SFB 1053 MAKI "Autonomous decision making in network systems under uncertainty", 2020 more…BibTeX
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2019
Journal Articles
Chemouil, Prosper; Hui, Pan; Kellerer, Wolfgang; Li, Y.; Stadler, Rolf; Tao, D.; Wen, Y.; Zhang, Y.: Guest Editorial Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. IEEE Journal on Selected Areas in Communications (JSAC) 37 (6), 2019, 1185 - 1191 more…BibTeX
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He, Mu; Alba, Alberto Martinez; Basta, Arsany; Blenk, Andreas; Kellerer, Wolfgang: Flexibility in Softwarized Networks: Classifications and Research Challenges. IEEE Communications Surveys & Tutorials, 2019 more…BibTeX
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He, Mu; Varasteh, Amir; Kellerer, Wolfgang: Toward a Flexible Design of SDN Dynamic Control Plane: An Online Optimization Approach. IEEE Transactions on Network and Service Management 16 (4), 2019, 1694-1708 more…BibTeX
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Kellerer, Wolfgang; Kalmbach, Patrick; Blenk, Andreas; Basta, Arsany; Reisslein, Martin; Schmid, Stefan: Adaptable and Data-Driven Softwarized Networks: Review, Opportunities, and Challenges. Proceedings of the IEEE 107 (4), 2019, 711 - 731 more…BibTeX
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Kellerer, Wolfgang; Chemouil, Prosper; Kamiyama, Noriaki; Martini, Barbara; Pasquini, Rafael; Schembra, Giovanni; Schmid, Stefan; Zhani, Mohamed Faten; Zinner, Thomas: Guest Editorial: Special Issue on Latest Developments for the Management of Softwarized Networks. IEEE Transactions on Network and Service Management 16 (4), 2019, 1297-1302 more…BibTeX
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Zerwas, Johannes; Kalmbach, Patrick; Schmid, Stefan; Blenk, Andreas: Ismael: Using Machine Learning To Predict Acceptance of Virtual Clusters in Data Centers. IEEE Transactions on Network and Service Management, 2019 more…BibTeX
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Conference Papers
Blenk, Andreas; Kellerer, Wolfgang: Towards Virtualization of Software-Defined Networks: A Journey in Three Acts. 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019 more…BibTeX
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Blenk, Andreas; Basta, Arsany; Kellerer, Wolfgang; Schmid, Stefan: On the Impact of the Network Hypervisor on Virtual Network Performance. 2019 IFIP Networking Conference (IFIP Networking), IEEE, 2019 more…BibTeX
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He, Mu; Blenk, Andreas; Schmid, Stefan; Kellerer, Wolfgang: Toward Consistent State Management of Adaptive Programmable Networks Based on P4. ACM SIGCOMM 2019 Workshop on Networking for Emerging Applications and Technologies (NEAT '19), 2019 more…BibTeX
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He, Mu; Martínez Alba, Alberto; Mansour Ehab; Kellerer Wolfgang: Evaluating the Control and Management Traffic in OpenStack Cloud with SDN. IEEE International Conference on High Performance Switching and Routing (HPSR), 2019 more…BibTeX
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Lettner, Sebastian; Blenk, Andreas: Adversarial Network Algorithm Benchmarking. The 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT ’19 Companion), ACM, 2019 more…BibTeX
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Martínez Alba, Alberto; Gómez Velásquez, Jorge Humberto; Kellerer, Wolfgang: An adaptive functional split in 5G networks. 2019 IEEE INFOCOM WKSHPS - 3rd Workshop on Flexible and Agile Networks: 5G and Beyond (FlexNets, 2019 more…BibTeX
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Martínez Alba, Alberto; Gómez Velásquez, Jorge Humberto; Kellerer, Wolfgang: Traffic characterization of the MAC-PHY split in 5G networks. IEEE Global Communications Conference (GLOBECOM), 2019 more…BibTeX
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Martínez Alba, Alberto; Kellerer, Wolfgang: Large- and Small-Scale Modeling of User Traffic in 5G Networks. International Conference on Network and Service Management (CNSM), 2019 more…BibTeX
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Van Bemten, Amaury; Deric,Nemanja; Varasteh,Amir; Blenk,Andreas; Schmid,Stefan; Kellerer,Wolfgang: Empirical Predictability Study of SDN Switches. 15th ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS'19), 2019 more…BibTeX
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Van Bemten, Amaury; Deric,Nemanja; Zerwas,Johannes; Blenk,Andreas; Schmid,Stefan; Kellerer,Wolfgang: Loko: Predictable Latency in Small Networks. 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2019 more…BibTeX
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Zerwas, Johannes; Kalmbach, Patrick; Henkel, Laurenz; Retvari, Gabor; Kellerer, Wolfgang; Blenk, Andreas; Schmid, Stefan: NetBOA: Self-Driving Network Benchmarking. ACM SIGCOMM 2019 Workshop on Network Meets AI & ML (NetAI '19), 2019 more…BibTeX
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Blenk, Andreas: Adversarial Network Benchmarking. Invited presentation at NMRG 57th meeting, IETF 106, Singapore, 2019 more…BibTeX
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Blenk, Andreas: Adversarial Network Benchmarking. Invited presentation at Communication Technologies Group, Faculty of Computer Science, University of Vienna, 2019 more…BibTeX
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Kellerer, Wolfgang: Adaptation and Flexibility in Softwarized Networks. Invited Presentation at ETH Zurich, 2019 more…BibTeX
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Kellerer, Wolfgang: Network Flexibility. Presentation at ETSI NFV#26 Plenary Meeting, Sofia Antipolis, France, May 20-25, 2019., 2019 more…BibTeX
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Kellerer, Wolfgang: Opportunities and Research Challenges of 5G Networks. Invited opening speech keynote presentation at Wireless Congress: Systems & Application in Munich on Oct. 22 – 23, 2019., 2019 more…BibTeX
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Kellerer, Wolfgang: Towards Flexible and Dynamic 5G Networks. invited presentation at 4th IEEE 5G Summit, Dresden, Germany, Oct. 1, 2019. , 2019 more…BibTeX
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2018
Journal Articles
Kellerer, Wolfgang ; Basta, Arsany ; Babarczi, Peter ; Blenk, Andreas ; He, Mu ; Klugel, Markus ; Alba, Alberto Martinez: How to Measure Network Flexibility? A Proposal for Evaluating Softwarized Networks. IEEE Communications Magazine, 2018 more…BibTeX
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Sakic, Ermin; Kellerer, Wolfgang: Impact of Adaptive Consistency on Distributed SDN Applications: An Empirical Study. IEEE Journal on Selected Areas in Communications, 2018, 13 more…BibTeX
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Conference Papers
Blenk, Andreas; Kalmbach, Patrick; Zerwas, Johannes; Jarschel, Michael; Schmid, Stefan; Kellerer, Wolfgang: NeuroViNE: A Neural Preprocessor for Your Virtual Network Embedding Algorithm. 37th IEEE Conference on Computer Communications (INFOCOM), 2018 more…BibTeX
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He, Mu; Basta, Arsany; Blenk, Andreas; Deric, Nemanja; Kellerer, Wolfgang: P4NFV: An NFV Architecture with Flexible Data Plane Reconfiguration. Proceedings of the 14th International Conference on Network and Service Management (CNSM), 2018 more…BibTeX
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Kalmbach, Patrick; Zerwas, Johannes; Babarczi, Péter; Blenk, Andreas; Kellerer, Wolfgang; Schmid, Stefan: Empowering Self-Driving Networks. Proceedings of the Afternoon Workshop on Self-Driving Networks - SelfDN 2018, ACM Press, 2018 more…BibTeX
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Martínez Alba, Alberto; Basta, Arsany; Gómez Velásquez, Jorge Humberto; Kellerer, Wolfgang: A realistic coordinated scheduling scheme for the next-generation RAN. 2018 IEEE Global Communications Conference, 2018 more…BibTeX
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Zerwas, Johannes; Kalmbach, Patrick; Fuerst, Carlo; Ludwig, Arne; Blenk, Andreas; Kellerer, Wolfgang; Schmid, Stefan: AHAB: Data-Driven Virtual Cluster Hunting. IFIP Networking 2018, 2018 more…BibTeX
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Conference Papers / Poster
Blenk, Andreas; Basta, Arsany; Henkel, Laurenz; Zerwas, Johannes; Kellerer, Wolfgang; Schmid, Stefan;: perfbench: A Tool for Predictability Analysis in Multi-Tenant Software-Defined Networks. ACM SIGCOMM 2018 Conference Posters and Demos, 2018 more…BibTeX
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He, Mu; Blenk, Andreas; Basta, Arsany; Kellerer, Wolfgang: Exploring Runtime Reconfigurability of P4 Data Plane. ACM CoNEXT 2018 - Student Workshop, 2018 more…BibTeX
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Kalmbach, Patrich; Gleiter, Lion; Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang: Modeling IP-to-IP communication using the Weighted Stochastic Block Model. ACM SIGCOMM 2018 Conference Posters and Demos, 2018 more…BibTeX
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Kalmbach, Patrick; Blenk, Andreas; Schmid, Stefan; Kellerer, Wolfgang: Themis: Data Driven Approach to Botnet Detection. 37th IEEE Conference on Computer Communications (INFOCOM) , 2018 more…BibTeX
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Kellerer, Wolfgang: How Flexible is Your Network? A Proposal to Quantify Flexibility in Softwarized Networks. ACM SIGCOMM 2018 Symposium on European Research in Computer Networking (ERC Networking 2018), ACM, 2018 more…BibTeX
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Misc.
Blenk, Andreas; Kalmbach, Patrick; Zerwas, Johannes; Kellerer, Wolfgang; Schmid, Stefan: Network Algorithms Ex Machina: Towards Self-Driving Networks. Poster for 13th Cloud Control Workshop, Skåvsjöholm, Schweden, 2018 more…BibTeX
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Kellerer, Wolfgang: Analysis and Optimization of Networks for Flexibility. 14th International Conference on Network and Service Management, Rome, Italy, Nov. 5-9, 2018. (Invited Keynote), 2018 more…BibTeX
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Kellerer, Wolfgang: Netzwerk-Architekturen, SDN und NFV – neue Steuerung, neue Optimierung? Invited Presentation at the BITKOM Reoundtable on "Next-Generation-Internet – Vor dem Umbau des Netzes?" (24. Januar 2018)), 2018 more…BibTeX
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Kellerer, Wolfgang: Boost your Communication Network with Machine Learning. Invited Presentation at the 2018 MAKI Scientific Workshop (March 23, 2018), 2018 more…BibTeX
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Kellerer, Wolfgang: 5G Networks: Slicing and Function Placement. Invited Presentation at the 2018 IEEE 5G Brooklyn Summit, New York, NY, USA., 2018 more…BibTeX
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Kellerer, Wolfgang: Flexibility Matters - On the Design and Evaluation of Softwarized Networks. Invited Presentation at the IFIP Networking Conference 2018, 2018 more…BibTeX
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2017
Journal Articles
Vilgelm, Mikhail; Gürsu, Murat; Kellerer, Wolfgang; Reisslein, Martin: LATMAPA: Load-Adaptive Throughput-MAximizing Preamble Allocation for Prioritization in 5G Random Access. IEEE Access 5, 2017, 1103 - 1116 more…BibTeX
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Basta, Arsany; Blenk, Andreas; Hoffmann, Klaus; Morper, Hans Jochen; Hoffmann, Marco; Kellerer, Wolfgang: Towards a Cost Optimal Design for a 5G Mobile Core Network based on SDN and NFV. IEEE Transactions on Network and Service Management (TNSM), 2017 more…BibTeX
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De Turck, Filip; Chemouil, Prosper; Kellerer, Wolfgang; Boutaba, Raouf; Shiomoto, Kohei; Riggio, Roberto; Pasquini, Rafael: Guest Editors’ Introduction: Special Issue on Advances in Management of Softwarized Networks. IEEE Transactions on Network and Service Management 14 (4), 2017, 786-791 more…BibTeX
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Guck, Jochen; Van Bemten, Amaury; Kellerer, Wolfgang: DetServ: Network Models for Real-Time QoS Provisioning in SDN-based Industrial Environments. IEEE Transactions on Network and Service Management, 2017 more…BibTeX
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Guck, Jochen; Van Bemten, Amaury; Reisslein, Martin; Kellerer, Wolfgang: Unicast QoS Routing Algorithms for SDN: A Comprehensive Survey and Performance Evaluation. IEEE Communications Surveys and Tutorials, 2017 more…BibTeX
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Sakic, Ermin; Kellerer, Wolfgang: Response Time and Availability Study of RAFT Consensus in Distributed SDN Control Plane. IEEE Transactions on Network and Service Management, 2017 more…BibTeX
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Conference Papers
Blenk, Andreas; Kalmbach, Patrick; Schmid, Stefan; Kellerer, Wolfgang: o'zapft is: Tap Your Network Algorithm's Big Data! ACM SIGCOMM 2017 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks (Big-DAMA), 2017 more…BibTeX
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Deric, Nemanja; Blenk, Andreas; Basta, Arsany; Kellerer, Wolfgang: Challenges and Solutions for a Flexible High-Performant SDN Hypervisor. KuVS Fachgespräch "Network Softwarization" – From Research to Application, 2017 more…BibTeX
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He, Mu; Basta, Arsany; Blenk, Andreas; Kellerer, Wolfgang: Modeling Flow Setup Time for Controller Placement in SDN: Evaluation for Dynamic Flows. IEEE International Conference on Communications (ICC), 2017 more…BibTeX
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He, Mu; Basta, Arsany; Blenk, Andreas; Kellerer, Wolfgang: How Flexible is Dynamic SDN Control Plane? Software-Driven Flexible and Agile Networking (SWFAN), IEEE INFOCOM Workshop, 2017 more…BibTeX
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He, Mu; Kalmbach, Patrick; Blenk, Andreas; Schmid, Stefan; Kellerer, Wolfgang: Algorithm-Data Driven Optimization of Adaptive Communication Networks. IEEE ICNP Workshop on Machine Learning and Artificial Intelligence in Computer Networks, 2017 more…BibTeX
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Kalmbach, Patrick; Blenk, Andreas; Klügel, Markus; Kellerer, Wolfgang: Generating Synthetic Internet- and IP-Topologies using the Stochastic-Block-Model. 2nd IFIP/IEEE International Workshop on Analytics for Network and Service Management (AnNet), 2017 more…BibTeX
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Kellerer, Wolfgang: The Function Placement Problem. Dagstuhl Seminar 17032 on Network Function Virtualization in Software Defined Infrastructures, 2017 more…BibTeX
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Conference Papers / Poster
Kellerer, Wolfgang: Using Flexibility as a Measure to Evaluate Softwarized Networks. IETF 99, IETF, 2017 more…BibTeX
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Kellerer, Wolfgang: Flexnets: Evaluating Flexibility in Softwarized Communication Networks. Telecommunications (ConTEL), 2017 14th International Conference on, IEEE, 2017 more…BibTeX
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Kellerer, Wolfgang: Flexible Networking based on Network Function Virtualization and In-Network Processing. Invited Presentation at the 2017 MAKI Scientific Workshop, 2017 more…BibTeX
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2016
Journal Articles
Blenk, Andreas; Basta, Arsany; Zerwas, Johannes; Reisslein, Martin; Kellerer, Wolfgang: Control Plane Latency With SDN Network Hypervisors: The Cost of Virtualization. IEEE Transactions on Network and Service Management 13 (3), 2016, 366-380 more…BibTeX
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Guck, Jochen; Reisslein, Martin; Kellerer, Wolfgang: Function Split between Delay-Constrained Routing and Resource Allocation for Centrally Managed QoS in Industrial Networks. IEEE Transactions on Industrial Informatics, 2016, 1-1 more…BibTeX
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Kasai, Hiroyuki; Kellerer, Wolfgang; Kleinsteuber, Martin: Network Volume Anomaly Detection and Identification in Large-Scale Networks Based on Online Time-Structured Traffic Tensor Tracking. IEEE Transactions on Network and Service Management 13 (3), 2016, 636-650 more…BibTeX
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Thyagaturu, Akhilesh; Mercian, Anu; McGarry, Michael P.; Reisslein, Martin; Kellerer, Wolfgang: Software Defined Optical Networks (SDONs): A Comprehensive Survey. IEEE Communications Surveys & Tutorials, 2016 more…BibTeX
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Conference Papers
Blenk, Andreas; Kalmbach, Patrick; van der Smagt, Patrick; Kellerer, Wolfgang: Boost Online Virtual Network Embedding: Using Neural Networks for Admission Control. 12th International Conference on Network and Service Management (CNSM), 2016 more…BibTeX
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Kellerer, Wolfgang: Towards Flexible Networking in Dynamically Changing Environments. International Teletraffic Congress (ITC28), 2016 more…BibTeX
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Kellerer, Wolfgang; Basta, Arsany; Blenk, Andreas: Using a Flexibility Measure for Network Design Space Analysis of SDN and NFV. Software-Driven Flexible and Agile Networking (SWFAN), IEEE INFOCOM Workshop, 2016 more…BibTeX
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Sieber, Christian; Basta, Arsany; Blenk, Andreas; Kellerer, Wolfgang: Online resource mapping for SDN network hypervisors using machine learning. IEEE NetSoft Conference and Workshops (NetSoft), IEEE, 2016 more…BibTeX
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Sieber, Christian; Blenk, Andreas; Basta, Arsany; Hock, David; Kellerer, Wolfgang: Towards a programmable management plane for SDN and legacy networks. 2016 IEEE NetSoft Conference and Workshops (NetSoft), IEEE, 2016 more…BibTeX
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Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang: Optimization Models for Flexible and Adaptive SDN Network Virtualization Layers. ACM CoNEXT Student Workshop, 2016 more…BibTeX
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Kellerer, Wolfgang: Software Defined Networking - An Introduction. 2016 more…BibTeX
Basta, Arsany; Blenk, Andreas; Belhaj Hassine, Hassib; Kellerer, Wolfgang: Towards a Dynamic SDN Virtualization Layer: Control Path Migration Protocol. 2nd International Workshop on Management of SDN and NFV Systems, CNSM, 2015 more…BibTeX
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Blenk, Andreas; Basta, Arsany; Zerwas, Johannes; Kellerer, Wolfgang: Pairing SDN with Network Virtualization: The Network Hypervisor Placement Problem. IEEE Conference on Network Function Virtualization & Software Defined Networks, 2015 more…BibTeX
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Kellerer, Wolfgang; Basta, Arsany; Blenk, Andreas: Flexibility of Networks: a new measure for network design space analysis? Lehrstuhl für Kommunikationsnetze, 2015, more…BibTeX
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