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FlexNets SIGNED

Quantifying Flexibility in Communication Networks

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EC-Contrib. €

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Project "FlexNets" data sheet

The following table provides information about the project.

Coordinator
TECHNISCHE UNIVERSITAET MUENCHEN 

Organization address
address: Arcisstrasse 21
city: MUENCHEN
postcode: 80333
website: www.tu-muenchen.de

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Germany [DE]
 Project website https://www.lkn.ei.tum.de/forschung/forschungsprojekte/erc-grant-flexnets.html
 Total cost 1˙931˙250 €
 EC max contribution 1˙931˙250 € (100%)
 Programme 1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC))
 Code Call ERC-2014-CoG
 Funding Scheme ERC-COG
 Starting year 2015
 Duration (year-month-day) from 2015-09-01   to  2020-08-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    TECHNISCHE UNIVERSITAET MUENCHEN DE (MUENCHEN) coordinator 1˙931˙250.00

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 Project objective

Communication networks have emerged to become the basic infrastructure for all areas of our society with application areas ranging from social media to industrial production and healthcare. New requirements include the need for dynamic changes of the required resources, for example, to react to social events or to shifts of demands. Existing networks and, in particular, the Internet cannot meet those requirements mainly due to their ossification and hence limitation in resource allocation, i.e., lack of flexibility to adapt the available resources to changes of demands on a small time-scale and in an efficient way. In recent years, several concepts have emerged in networking research to provide more flexibility in networks through virtualization and control plane programmability. In particular, the split between data plane and a centralized control plane as defined by Software Defined Networking (SDN) is regarded as the basic concept to allow flexibility in networks. However, a deeper understanding of what flexibility means remains open. In this project, flexibility focuses on the dynamic changes in time and size of a network that is characterized by its resources (link rate and node capacities) and connectivity (network graph). It is the objective of this research to analyse the fundamental design space for flexibility in SDN-based networks with respect to cost such as resource usage, traffic overhead and delay. The outcome will be a set of quantitative arguments pro and contra certain design choices. An analytical cost model to quantitatively assess the trade-off for flexibility vs. cost will be developed. To assess flexibility with respect to general graph properties a graph model will be designed. The detailed analysis is based on three use cases: dynamic resource allocation, QoS control, and resilience. In the state of the art, selected aspects of flexibility have been explored for certain network scenarios, a fundamental and comprehensive analysis is missing.

 Publications

year authors and title journal last update
List of publications.
2019 Mu He, Amir Varasteh, Wolfgang Kellerer
Toward a Flexible Design of SDN Dynamic Control Plane: An Online Optimization Approach
published pages: 1694-1708, ISSN: 1932-4537, DOI: 10.1109/tnsm.2019.2935160
IEEE Transactions on Network and Service Management 16/4 2020-04-01
2019 Mu He, Alberto Martinez Alba, Arsany Basta, Andreas Blenk, Wolfgang Kellerer
Flexibility in Softwarized Networks: Classifications and Research Challenges
published pages: 2600-2636, ISSN: 1553-877X, DOI: 10.1109/COMST.2019.2892806
IEEE Communications Surveys & Tutorials 21/3 2020-03-31
2019 Wolfgang Kellerer
Opportunities and Research Challenges of 5G Networks
published pages: , ISSN: , DOI:
Invited opening speech keynote presentation at Wireless Congress: Systems & Application in Munich on Oct. 22 – 23, 2019 2020-03-31
2019 Wolfgang Kellerer, Prosper Chemouil, Noriaki Kamiyama, Barbara Martini, Rafael Pasquini, Giovanni Schembra, Stefan Schmid, Mohamed Faten Zhani, Thomas Zinner
Guest Editorial: Special Issue on Latest Developments for the Management of Softwarized Networks
published pages: 1297-1302, ISSN: 1932-4537, DOI: 10.1109/tnsm.2019.2953216
IEEE Transactions on Network and Service Management 16/4 2020-03-31
2020 Andreas Blenk
Adversarial Network Benchmarking: A Data-Driven Approach. Invited presentation at Applied Machine Learning Days at EPFL, January 25-29, 2020, Lausanne, Switzerland, 2020
published pages: , ISSN: , DOI:
Invited presentation at Applied Machine Learning Days at EPFL, January 25-29, 2020, Lausanne, Switzerland, 2020 2020-03-31
2020 Andreas Blenk
Adversarial Network Benchmarking: A Data-Driven Approach.
published pages: , ISSN: , DOI:
\"Invited presentation at Scientific Workshop des SFB 1053 MAKI \"\"Autonomous decision making in network systems under uncertainty\"\", 2020\" 2020-03-31
2019 Klügel, Markus;He, Mu;Kellerer, Wolfgang;Babarczi Péter
A Mathematical Measure for Flexibility in Communication Networks
published pages: , ISSN: , DOI:
IFIP NETWORKING 2020-03-31
2018 He, Mu;Basta, Arsany;Blenk, Andreas;Deric, Nemanja;Kellerer, Wolfgang
P4NFV: An NFV Architecture with Flexible Data Plane Reconfiguration
published pages: , ISSN: 2165-963X, DOI:
2018 14th International Conference on Network and Service Management (CNSM) 2020-03-31
2019 Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Yong Li, Rolf Stadler, Rolf Stadler, Yonggang Wen, Ying Zhang
Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications
published pages: 1185-1191, ISSN: 0733-8716, DOI: 10.1109/jsac.2019.2909076
IEEE Journal on Selected Areas in Communications 37/6 2020-03-31
2019 Kellerer, Wolfgang
Adaptation and Flexibility in Softwarized Networks
published pages: , ISSN: , DOI:
Invited Presentation at ETH Zurich 2020-03-31
2019 Andreas Blenk
Adversarial Network Benchmarking
published pages: , ISSN: , DOI:
Invited presentation at Communication Technologies Group, Faculty of Computer Science, University of Vienna 2020-03-31
2019 Johannes Zerwas, Patrick Kalmbach, Stefan Schmid, Andreas Blenk
Ismael: Using Machine Learning to Predict Acceptance of Virtual Clusters in Data Centers
published pages: 950-964, ISSN: 1932-4537, DOI: 10.1109/tnsm.2019.2927291
IEEE Transactions on Network and Service Management 16/3 2020-03-31
2019 Kellerer, Wolfgang
Network Flexibility
published pages: , ISSN: , DOI:
\"Presentation at ETSI NFV#26 Plenary Meeting, Sofia Antipolis, France, May 20-25, 2019\" 2020-03-31
2018 Wolfgang Kellerer
Analysis and Optimization of Networks for Flexibility
published pages: , ISSN: , DOI:
14th International Conference on Network and Service Management, Rome, Italy, Nov. 5-9, 2018. (Invited Keynote) 2020-03-31
2018 Wolfgang Kellerer
How Flexible is Your Network? A Proposal to Quantify Flexibility in Softwarized Networks
published pages: , ISSN: , DOI:
ACM SIGCOMM 2018 Symposium on European Research in Computer Networking (ERC Networking 2018) 2020-03-31
2020 Petra Vizarreta, Kishor Trivedi, Veena Mendiratta, Wolfgang Kellerer, Carmen Mas Machuca
DASON: Dependability Assessment Framework for Imperfect Distributed SDN Implementations
published pages: 1-1, ISSN: 1932-4537, DOI: 10.1109/tnsm.2020.2973925
IEEE Transactions on Network and Service Management 2020-03-31
2018 Mu He, Andreas Blenk, Arsany Basta, Wolfgang Kellerer
Exploring Runtime Reconfigurability of P4 Data Plane
published pages: , ISSN: , DOI:
ACM CoNEXT 2018 - Student Workshop 2020-03-31
2019 Andreas Blenk
Adversarial Network Benchmarking
published pages: , ISSN: , DOI:
Invited presentation at NMRG 57th meeting, IETF 106, Singapore 2020-03-31
2019 Wolfgang Kellerer
Towards Flexible and Dynamic 5G Networks
published pages: , ISSN: , DOI:
invited presentation at 4th IEEE 5G Summit, Dresden, Germany, Oct. 1, 2019 2020-03-31
2016 Andreas Blenk, Arsany Basta, Johannes Zerwas, Martin Reisslein, Wolfgang Kellerer
Control Plane Latency With SDN Network Hypervisors: The Cost of Virtualization
published pages: 366-380, ISSN: 1932-4537, DOI: 10.1109/TNSM.2016.2587900
IEEE Transactions on Network and Service Management 13/3 2019-05-31
2015 Wolfgang Kellerer, Arsany Basta, Andreas Blenk
Flexibility of Networks: a new measure for network design space analysis?
published pages: , ISSN: , DOI:
2019-05-31
2018 Jochen W. Guck, Amaury Van Bemten, Martin Reisslein, Wolfgang Kellerer
Unicast QoS Routing Algorithms for SDN: A Comprehensive Survey and Performance Evaluation
published pages: 388-415, ISSN: 1553-877X, DOI: 10.1109/COMST.2017.2749760
IEEE Communications Surveys & Tutorials 20/1 2019-05-31
2016 Wolfgang Kellerer
Towards Flexible Networking in Dynamically Changing Environments (invited keynote presentation)
published pages: , ISSN: , DOI:
International Teletraffic Congress (ITC28), Würzburg, Germany, September 2016 2019-05-31
2017 Arsany Basta
Modeling and Analysis of Software Defined Virtual Mobile Core Networks
published pages: , ISSN: , DOI:
2019-05-31
2017 Mikhail Vilgelm, Murat Guersu, Wolfgang Kellerer, Martin Reisslein
LATMAPA: Load-Adaptive Throughput-MAximizing Preamble Allocation for Prioritization in 5G Random Access
published pages: 1-1, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2017.2651170
IEEE Access 2019-05-31
2017 Arsany Basta, Andreas Blenk, Klaus Hoffmann, Hans Jochen Morper, Marco Hoffmann, Wolfgang Kellerer
Towards a Cost Optimal Design for a 5G Mobile Core Network Based on SDN and NFV
published pages: 1061-1075, ISSN: 1932-4537, DOI: 10.1109/TNSM.2017.2732505
IEEE Transactions on Network and Service Management 14/4 2019-05-31
2017 Ermin Sakic, Wolfgang Kellerer
Response Time and Availability Study of RAFT Consensus in Distributed SDN Control Plane
published pages: 1-1, ISSN: 1932-4537, DOI: 10.1109/TNSM.2017.2775061
IEEE Transactions on Network and Service Management 2019-05-31
2017 Wolfgang Kellerer
Flexible Networking based on Network Function Virtualization and In-Network Processing (invited keynote presentation)
published pages: , ISSN: , DOI:
DFG SFB MAKI Scientific Workshop 2017, Darmstadt, Germany, April 7, 2017 2019-05-31
2016 Wolfgang Kellerer
FlexNets: It is all about Flexibility (invited presentation)
published pages: , ISSN: , DOI:
First Munich Internet Research Retreat, Raitenhaslach, Germany, Nov. 24-25, 2016 2019-05-31
2017 Wolfgang Kellerer
Using Flexibility as a Measure to Evaluate Softwarized Networks (invited presentation)
published pages: , ISSN: , DOI:
IETF 99, IRTF NFVRG, Prague, Czech 2019-05-31
2018 Wolfgang Kellerer, Arsany Basta, Peter Babarczi, Andreas Blenk, Mu He, Markus Klugel, Alberto Martinez Alba
How to Measure Network Flexibility? A Proposal for Evaluating Softwarized Networks
published pages: 2-8, ISSN: 0163-6804, DOI: 10.1109/MCOM.2018.1700601
IEEE Communications Magazine 2019-05-31
2016 Hiroyuki Kasai, Wolfgang Kellerer, Martin Kleinsteuber
Network Volume Anomaly Detection and Identification in Large-Scale Networks Based on Online Time-Structured Traffic Tensor Tracking
published pages: 636-650, ISSN: 1932-4537, DOI: 10.1109/TNSM.2016.2598788
IEEE Transactions on Network and Service Management 13/3 2019-05-31
2016 Jochen W. Guck, Martin Reisslein, Wolfgang Kellerer
Function Split Between Delay-Constrained Routing and Resource Allocation for Centrally Managed QoS in Industrial Networks
published pages: 2050-2061, ISSN: 1551-3203, DOI: 10.1109/TII.2016.2592481
IEEE Transactions on Industrial Informatics 12/6 2019-05-31
2017 Filip De Turck, Prosper Chemouil, Wolfgang Kellerer, Raouf Boutaba, Kohei Shiomoto, Roberto Riggio, Rafael Pasquini
Guest Editors’ Introduction: Special Issue on Advances in Management of Softwarized Networks
published pages: 786-791, ISSN: 1932-4537, DOI: 10.1109/TNSM.2017.2774246
IEEE Transactions on Network and Service Management 14/4 2019-05-31
2017 Wolfgang Kellerer
The Function Placement Problem (invited presentation)
published pages: , ISSN: , DOI:
Dagstuhl Seminar 17032 on Network Function Virtualization in Software Defined Infrastructures 2019-05-31
2017 Nemanja Deric, Andreas Blenk, Arsany Basta, Wolfgang Kellerer
Challenges and Solutions for a Flexible High-Performant SDN Hypervisor
published pages: , ISSN: , DOI:
\"KuVS Fachgespräch \"\"Network Softwarization\"\" – From Research to Application\" 2019-05-31
2016 Akhilesh S. Thyagaturu, Anu Mercian, Michael P. McGarry, Martin Reisslein, Wolfgang Kellerer
Software Defined Optical Networks (SDONs): A Comprehensive Survey
published pages: 2738-2786, ISSN: 1553-877X, DOI: 10.1109/COMST.2016.2586999
IEEE Communications Surveys & Tutorials 18/4 2019-05-31
2016 Johannes Zerwas, Andreas Blenk, Wolfgang Kellerer
Optimization Models for Flexible and Adaptive SDN Network Virtualization Layers
published pages: , ISSN: , DOI:
ACM CoNEXT Student Workshop, 2016. 2019-05-31
2016 Wolfgang Kellerer
Software Defined Networking - An Introduction (invited tutorial presentation)
published pages: , ISSN: , DOI:
GI/ITG KuVS Summer School on SDN and NFV, Glücksburg, Germany, June 2016 2019-05-31
2017 Jochen W. Guck, Amaury Van Bemten, Wolfgang Kellerer
DetServ: Network Models for Real-Time QoS Provisioning in SDN-Based Industrial Environments
published pages: 1003-1017, ISSN: 1932-4537, DOI: 10.1109/TNSM.2017.2755769
IEEE Transactions on Network and Service Management 14/4 2019-05-31
2018 Zerwas, Johannes;Kalmbach, Patrick;Fuerst, Carlo;Ludwig, Arne;Blenk, Andreas;Kellerer, Wolfgang;Schmid, Stefan
AHAB: Data-Driven Virtual Cluster Hunting
published pages: , ISSN: , DOI:
IFIP NETWORKING 2018 1 2019-04-16
2018 Wolfgang Kellerer
Netzwerk-Architekturen, SDN und NFV – neue Steuerung, neue Optimierung? (Invited Presentation)
published pages: , ISSN: , DOI:
\"BITKOM Roundtable on \"\"Next-Generation-Internet – Vor dem Umbau des Netzes?\"\" (24. Januar 2018)\" 2019-04-16
2018 Wolfgang Kellerer
How to Measure Network Flexibility? A Proposal for Evaluating Softwarized Networks
published pages: , ISSN: , DOI:
ACCESS Distinguished Lecture Series, KTH, Stockholm Sweden 2019-04-16
2018 Wolfgang Kellerer
Boost your Communication Network with Machine Learning (Invited Presentation)
published pages: , ISSN: , DOI:
2018 MAKI Scientific Workshop (March 23, 2018) 2019-04-13
2018 Ermin Sakic, Wolfgang Kellerer
Impact of Adaptive Consistency on Distributed SDN Applications: An Empirical Study
published pages: 1-1, ISSN: 0733-8716, DOI: 10.1109/JSAC.2018.2871309
IEEE Journal on Selected Areas in Communications 2019-04-13
2018 Andreas Blenk
Towards Virtualization of Software-Defined Networks: Analysis, Modeling, and Optimization
published pages: , ISSN: , DOI:
2019-04-13
2018 Andreas Blenk, Patrick Kalmbach, Johannes Zerwas, Wolfgang Kellerer, Stefan Schmid
Network Algorithms Ex Machina: Towards Self-Driving Networks
published pages: , ISSN: , DOI:
13th Cloud Control Workshop, Skåvsjöholm, Schweden, 2018 2019-04-13
2018 Wolfgang Kellerer
Flexibility Matters - On the Design and Evaluation of Softwarized Networks (Invited Kexnote Presentation)
published pages: , ISSN: , DOI:
IFIP Networking Conference 2018, Zurich, Switzerland, May 2018 2019-04-13
2018 Wolfgang Kellerer
5G Networks: Slicing and Function Placement (Invited Presentation)
published pages: , ISSN: , DOI:
2018 IEEE 5G Brooklyn Summit, New York, NY, USA., 2018 2019-04-13

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