SDN-based flexible resource management and service-oriented virtualization for 5G mobile networks and beyond

This thesis examines how Software Defined Network (SDN) and Network Virtualization (NV) technologies can make 5G and beyond mobile networks more flexible, scalable and programmable to support the performance demands of the emerging heterogeneous applications. In this direction, concepts like mobile network slicing, multi-tenancy, and multi-connectivity have been investigated and their performance is analyzed. The SDN paradigm is used to enable flexible resource allocation to the end users, improve network resource utilization and avoid or rapidly solve the network congestion problems. The proposed network architectures are 3rd Generation Partnership Project (3GPP) standards compliant and integrate Open Network Foundation (ONF) SDN specifications to ensure seamless interoperability between different standards and backward/forward compatibility. Novel mechanisms and algorithms to efficiently manage the resources of evolving 5G Time-Division Duplex (TDD) networks in a flexible manner are introduced. These mechanisms enable formation of virtual cells on-demand which allows diverse resource utilization from multiple eNBs to the users. Within the scope of this thesis, SDN-based frameworks to enhance the QoE of end user applications considering Time Division-Long Term Evolution (TD-LTE) small cells have also been developed and network resource sharing scenarios with Frequency-Division Duplex (FDD)/TDD coexistence has been studied. In addition, this thesis also proposes and investigates a novel service-oriented network slicing concept for evolving 5G TDD networks which involve traffic prediction mechanisms and includes user mobility. An analytical model is also introduced that formulates the network slice resource allocation as a weighted optimization problem. The evaluations of the proposed solutions are performed using 3GPP standard compliant simulation settings. The proposed solutions have been compared with the state-of-the art schemes and the performance gains offered by the proposed solutions have been demonstrated. Performance is evaluated considering metrics such as throughput, delay, network resource utilization etc. The Mean Opinion Score (MOS) metric is used for evaluating the Quality of Experience (QoE) for end-user applications. With the help of SDN-based network management algorithms investigated in this work, it is shown how 5G+ networks can be managed efficiently, while at the same time provide enhanced flexibility and programmability to improve the performance of diverse applications and services delivered over the network to the end users.

[1]  Andreas Mäder,et al.  Energy efficient small cell activation mechanism for heterogeneous networks , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[2]  Lazaros F. Merakos,et al.  OpeNB: A framework for virtualizing base stations in LTE networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[3]  Preben E. Mogensen,et al.  LTE Capacity Compared to the Shannon Bound , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[4]  Tao Xiaofeng,et al.  SDN based next generation Mobile Network with Service Slicing and trials , 2014, China Communications.

[5]  Aggeliki Sgora,et al.  An autonomous QoE-driven network management framework , 2014, J. Vis. Commun. Image Represent..

[6]  Andrzej Jajszczyk,et al.  QoX: What is it really? , 2011, IEEE Communications Magazine.

[7]  Gunjan Tank,et al.  Software-Defined Networking-The New Norm for Networks , 2012 .

[8]  Pei Liu,et al.  Full Duplex Operation for Small Cells , 2014, ArXiv.

[9]  C. Sacchi,et al.  An OFDMA RRM strategy based on QoE maximization and radio resource redistribution , 2012, 2012 IEEE Aerospace Conference.

[10]  Anne B. Koehler,et al.  Forecasting models and prediction intervals for the multiplicative Holt-Winters method , 2001 .

[11]  Sampath Rangarajan,et al.  NVS: A Substrate for Virtualizing Wireless Resources in Cellular Networks , 2012, IEEE/ACM Transactions on Networking.

[12]  Amanpreet Singh,et al.  QoE-based access network dimensioning , 2014, 2014 16th International Telecommunications Network Strategy and Planning Symposium (Networks).

[13]  Olav Tirkkonen,et al.  A decentralized cooperative Uplink/Downlink adaptation scheme for TDD Small Cell Networks , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[14]  Ashiq Khan,et al.  Base station virtualization for OFDM air interfaces with strict isolation , 2013, 2013 IEEE International Conference on Communications Workshops (ICC).

[15]  Yuehong Gao,et al.  QoS aware dynamic uplink-downlink reconfiguration algorithm in TD-LTE HetNet , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[16]  Sachin Katti,et al.  SoftRAN: software defined radio access network , 2013, HotSDN '13.

[17]  Maria G. Martini,et al.  Quality-aware fair downlink scheduling for scalable video transmission over LTE systems , 2012, 2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[18]  Li Su,et al.  OpenRAN: a software-defined ran architecture via virtualization , 2013, SIGCOMM.

[19]  Christian Hartmann,et al.  Intra-Operator Inter-Mode Spectrum Sharing , 2009, VTC Spring 2009 - IEEE 69th Vehicular Technology Conference.

[20]  Lazaros F. Merakos,et al.  An SDN-based virtual cell framework for enhancing the QoE in TD-LTE pico cells , 2015, 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX).

[21]  T. Nishimura,et al.  Traffic prediction for mobile network using Holt-Winter’s exponential smoothing , 2007, 2007 15th International Conference on Software, Telecommunications and Computer Networks.

[22]  Lazaros F. Merakos,et al.  An SDN-based framework for elastic resource sharing in integrated FDD/TDD LTE-A HetNets , 2014, 2014 IEEE 3rd International Conference on Cloud Networking (CloudNet).

[23]  Preben E. Mogensen,et al.  The Potential of Flexible UL/DL Slot Assignment in 5G Systems , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[24]  David Grace,et al.  TD-LTE virtual cells: An SDN architecture for user-centric multi-eNB elastic resource management , 2016, Comput. Commun..

[25]  Olav Tirkkonen,et al.  Distributed Capacity Based Channel Allocation for Dense Local Area Deployments , 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall).

[26]  Tarik Taleb,et al.  Efficient Solutions for Enhancing Data Traffic Management in 3GPP Networks , 2015, IEEE Systems Journal.

[27]  Henning Wiemann,et al.  Internet Access Performance in LTE TDD , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[28]  David Grace,et al.  Virtual Cells: Enhancing the Resource Allocation Efficiency for TD-LTE , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[29]  Ashiq Khan,et al.  Future mobile core network for efficient service operation , 2015, Proceedings of the 2015 1st IEEE Conference on Network Softwarization (NetSoft).

[30]  Wang Weidong,et al.  A call admission control algorithm based on inter-link load balance in heterogeneous networks , 2009, 2009 2nd IEEE International Conference on Broadband Network & Multimedia Technology.

[31]  Adlen Ksentini,et al.  A service-tailored TDD cell-less architecture , 2016, 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[32]  Alexey Khoryaev,et al.  Performance analysis of dynamic adjustment of TDD uplink-downlink configurations in outdoor picocell LTE networks , 2012, 2012 IV International Congress on Ultra Modern Telecommunications and Control Systems.

[33]  Injong Rhee,et al.  SLAW: A New Mobility Model for Human Walks , 2009, IEEE INFOCOM 2009.

[34]  Alan C. Bovik,et al.  Continuous Prediction of Streaming Video QoE Using Dynamic Networks , 2017, IEEE Signal Processing Letters.

[35]  Yufeng Wang,et al.  Performance evaluation of flexible TDD switching in 3GPP LTE system , 2012, 2012 35th IEEE Sarnoff Symposium.

[36]  Wolfgang Kellerer,et al.  Cross-layer optimization for wireless video streaming-performance and cost , 2005, 2005 IEEE International Conference on Multimedia and Expo.

[37]  Mikio Iwamura NGMN View on 5G Architecture , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[38]  Yan Wang,et al.  Mobileflow: Toward software-defined mobile networks , 2013, IEEE Communications Magazine.

[39]  Javier Lorca,et al.  Towards a QoE-Driven Resource Control in LTE and LTE-A Networks , 2013, J. Comput. Networks Commun..

[40]  Peter Rost,et al.  The Two-Way Interference Channel: Robust Cooperation to Exploit Limited Backhaul Efficiently , 2013 .

[41]  Giuseppe Piro,et al.  Simulating LTE Cellular Systems: An Open-Source Framework , 2011, IEEE Transactions on Vehicular Technology.

[42]  Harald Haas,et al.  Channel Asymmetry in Cellular OFDMA-TDD Networks , 2008, EURASIP J. Wirel. Commun. Netw..

[43]  Guy Pujolle,et al.  Quality of Experience of VoIP Service: A Survey of Assessment Approaches and Open Issues , 2012, IEEE Communications Surveys & Tutorials.

[44]  Li-Chun Wang,et al.  A novel link proportional dynamic channel assignment for TDD-CDMA systems with directional antennas , 2004, IEEE International Conference on Networking, Sensing and Control, 2004.

[45]  Roy D. Yates,et al.  Mobile Network Resource Sharing Options: Performance Comparisons , 2013, IEEE Transactions on Wireless Communications.

[46]  Karina Mabell Gomez,et al.  V-Cell: Going beyond the cell abstraction in 5G mobile networks , 2014, 2014 IEEE Network Operations and Management Symposium (NOMS).

[47]  Lazaros F. Merakos,et al.  Mobility Management for Femtocells in LTE-Advanced: Key Aspects and Survey of Handover Decision Algorithms , 2014, IEEE Communications Surveys & Tutorials.

[48]  David Grace,et al.  Service-oriented resource virtualization for evolving TDD networks towards 5G , 2016, 2016 IEEE Wireless Communications and Networking Conference.

[49]  Matti Latva-aho,et al.  Dynamic uplink-downlink optimization in TDD-based small cell networks , 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

[50]  Brice Augustin,et al.  QoE-based LTE downlink scheduler for VoIP , 2014, 2014 IEEE Wireless Communications and Networking Conference (WCNC).

[51]  Wai Ho Mow,et al.  The evolution path of 4G networks: FDD or TDD? , 2006, IEEE Communications Magazine.