Publications

2019

Journal Articles

  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI )
  • Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Y. Li, Rolf Stadler, D. Tao, Y. Wen, Y. Zhang: 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
  • 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 Full text ( DOI )

Conference Papers

  • 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 Full text (mediaTUM)
  • 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 Full text (mediaTUM)
  • Klügel, Markus; He, Mu; Kellerer, Wolfgang; Babarczi Péter: A Mathematical Measure for Flexibility in Communication Networks. IFIP Networking, 2019 more… BibTeX Full text (mediaTUM)
  • 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
  • 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 Full text (mediaTUM)
  • 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
  • Martínez Alba, Alberto; Kellerer, Wolfgang: A Dynamic Functional Split in 5G Radio Access Networks. IEEE Global Communications Conference (GLOBECOM), 2019 more… BibTeX

Misc.

2018

Journal Articles

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 Full text (mediaTUM)
  • 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 Full text (mediaTUM)
  • 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 Full text (mediaTUM)
  • 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 Full text (mediaTUM)

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 Full text ( DOI ) Full text (mediaTUM)
  • He, Mu; Blenk, Andreas; Basta, Arsany; Kellerer, Wolfgang: Exploring Runtime Reconfigurability of P4 Data Plane. ACM CoNEXT 2018 - Student Workshop, 2018 more… BibTeX Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)

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 Full text (mediaTUM)
  • 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 Full text (mediaTUM)
  • Kellerer, Wolfgang: Boost your Communication Network with Machine Learning. Invited Presentation at the 2018 MAKI Scientific Workshop (March 23, 2018), 2018 more… BibTeX Full text (mediaTUM)
  • Kellerer, Wolfgang: 5G Networks: Slicing and Function Placement. Invited Presentation at the 2018 IEEE 5G Brooklyn Summit, New York, NY, USA., 2018 more… BibTeX Full text (mediaTUM)
  • Kellerer, Wolfgang: Flexibility Matters - On the Design and Evaluation of Softwarized Networks. Invited Presentation at the IFIP Networking Conference 2018, 2018 more… BibTeX Full text (mediaTUM)

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 Full text ( DOI )
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI )
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI )

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 Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • Kellerer, Wolfgang: The Function Placement Problem. Dagstuhl Seminar 17032 on Network Function Virtualization in Software Defined Infrastructures, 2017 more… BibTeX Full text (mediaTUM)

Conference Papers / Poster

Misc.

  • Kellerer, Wolfgang: Flexible Networking based on Network Function Virtualization and In-Network Processing. Invited Presentation at the 2017 MAKI Scientific Workshop, 2017 more… BibTeX Full text (mediaTUM)

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 Full text ( DOI )
  • 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 Full text ( DOI )
  • 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 Full text ( DOI )
  • 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 Full text ( DOI ) Full text (mediaTUM)

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 Full text ( DOI ) Full text (mediaTUM)
  • Kellerer, Wolfgang: Towards Flexible Networking in Dynamically Changing Environments. International Teletraffic Congress (ITC28), 2016 more… BibTeX Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)
  • Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang: Optimization Models for Flexible and Adaptive SDN Network Virtualization Layers. ACM CoNEXT Student Workshop, 2016 more… BibTeX Full text (mediaTUM)

Misc.

2015

Conference Papers

  • 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 Full text ( DOI ) Full text (mediaTUM)
  • 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 Full text ( DOI ) Full text (mediaTUM)

Misc.

  • Kellerer, Wolfgang; Basta, Arsany; Blenk, Andreas: Flexibility of Networks: a new measure for network design space analysis? Lehrstuhl für Kommunikationsnetze, 2015, more… BibTeX Full text (mediaTUM)