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5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

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Page 1: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

5G Wireless Networks

Resource Allocation for High Network Efficiency

SDN, NFV and Fog/Edge Networking

Page 2: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

5G Wireless Networks-Resource Allocation

Page 3: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Limited scope of improvement on the

physical layer

Limited spectrum

Tremendous increase in mobile broadband

traffic

End-user expectations on

achievable data rates

Next generation networks

Heterogeneous Networks

Multicast

Spectrum sharing

Device to device

Introduction

Page 4: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Higher spectral

efficiency

Heterogenous networks

Single RAT

Multi RAT

Relays

Small cells (micro, pico,

femto)

LTE/WLAN

LTE/ WRAN

Macro cells

Heterogeneous Networks

Page 5: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Pico cell

Micro cell

Wi-Fi

Macro cell

Femto cell

Relay

Heterogeneous Networks

Offloading

D2D

Multicast

Dual connectivity

Page 6: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Pico cell

Dual Connectivity

Introduced in 3GPP Release 12

Architectures: • Split at Core Network • Bearer Split at Macro eNB

Research challenges: • Selection of dual connected users • Routing and traffic splitting • Traffic aggregation at receiver • Multi-RAT dual connectivity

Macro cell

Page 7: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Wi-Fi

Macro cell

Mobile Data Offloading

Proposed in 3GPP Release 12

User-initiated offloading • Distributed approach: Greedy

solution • Easy to implement

Network-initiated offloading

• System-wide view at centralized controller

• In harmonization with SDN approach towards 5G

Research challenges: • Optimal association and

offloading decisions

Page 8: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Device-to-Device Communication

Introduced in 3GPP Release 12

Research interest: • Resource allocation

Research challenges: • Resource and power allocation • Interference mitigation • Pricing schemes • Device relaying • D2D in unlicensed bands

Macro cell

Page 9: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Multicast Communication

Multicast introduced using MBMS in 3GPP Release 6

Two main research challenges:

• Multicast group formation • Resource allocation

Use cases:

• Video streaming from platforms like Netflix

• News alerts • Streaming live events e.g.

sports matches • Mobile TV • Software updates

Macro cell

Multicast group

Page 10: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Wi-Fi

Spectrum Sharing

Inter-operator Spectrum

Sharing

Inter-RAT Spectrum

Sharing

Licensed Spectrum sharing Unlicensed Spectrum sharing

• Static sharing: Inefficient spectrum utilization • Dynamic sharing : Improves spectrum utilization

Cooperative and non- cooperative approaches

Challenges:

• Interference management

• Selfish behavior of operators Macro cell

Page 11: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

5G Wireless Networks- SDN, NFV and Fog/Edge Networking

Page 12: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Research Activities

• Evolution of Mobile Networks- Towards 5G

– Software Defined Networking (SDN)

– Network Function Virtualization (NFV)

– Fog/Edge & Cloud Computing

– Information Centric Networking

Page 13: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

Evolution of Mobile Networks - Research @IITB

• Applying SDN/NFV principles to design future Mobile Networks

– Develop and Evaluate an SDN/NFV based Architecture for Multi-RAT (Radio Access Technology) Mobile Networks

• Fog/Edge & Cloud Computing paradigm and Mobile Networks

– Study and Analysis of Fog & Cloud Computing paradigm and their impact on the evolution of Mobile Networks

• Information Centric Networking and its application to Wireless Networks

• Standard Development activity for SDN/NFV based Wireless Networks

Page 14: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

SDN/NFV based Architecture for Mobile Networks - Research @IITB

• Mobile Network divided into Control & Data Plane Functions – Control Plane Function

• Multi-RAT Controller

– Data (User) Plane Function • Base Stations and Gateways

– Control & Data Planes - separated through open programmable interface

• Multi-RAT Controller – A single controller for different RAT based mobile networks

• 3GPP-LTE/LTE-A, IEEE 802.11 WLAN, 3GPP-5G

– User Admission Control, User Authentication, Session & Mobility Management, Load Balancing, Interference Management etc.

– Configuration and Management of Data Plane entities

• Base Stations & Data Network Gateways – Responsible for data forwarding

– Base Stations - RAT specific entities • Each Base Station handles one RAT

– Common Data network Gateways for all RATs

Page 15: 5G Wireless Networks - ee.iitb.ac.inkarandi/talks/5G Wirless Networks.pdf · 5G Wireless Networks Resource Allocation for High Network Efficiency SDN, NFV and Fog/Edge Networking

SDN/NFV based Architecture for Mobile Networks - Research @IITB