SDN based 5G Network Research Topics

SDN in 5G Research Topics is proposed in this research, it is a network that is widely used in many fields or applications. In this we offer several information related to our proposed SDN in 5G technology:

  1. Define SDN in 5G

At the beginning of the research we first see the definition of SDN in 5G networks, it is dynamic network architecture in which network control and the data forwarding are maintained separately. This generates it probable to handle network resources efficiently and flexibly to satisfy a kind of help required.

  1. What is SDN in 5G?

Succeeding the definition we look for the in-depth explanation of this proposed technique. SDN in 5G is a framework which separates the control plane and data plane to permit programmable and focused administration of network resources. It allows the optimization and dynamic allocation of network resources, for fulfilling the needs of different applications and services.

  1. Where SDN in 5G used?

After the in-depth explanation we converse where to employ this. Our proposed technique is widely incorporated in different regions including core networks, network infrastructure, Radio Access Networks (RAN), network slicing and edge computing environments. It enables effective traffic management, resource allocation and service customization to face different requirements of users and applications in the 5G network.

  1. Why SDN in 5G technology proposed? , previous technology issues

Our proposed SDN in 5G technology is to enhance the protection measures for the SDN-5G network, in general the control plane against capacity assaults and DDoS, is the primary objective of this research project. Existing technologies handled the difficulties in the absence of Multi-Plane Security that causes control Plane saturation; Absence of Flow Rule Validation improves susceptibility of control plane, Device Plane Vulnerability & Time consumption improved by reduced Mobility Management to tackle these limitations.

  1. Algorithms / protocols

We propose a SDN in 5G technology to overcome the difficulties in existing works, here we discuss some algorithms to be utilized for this proposed techniques are Flow Rule Monitor (FRM), Montgomery Curve, SqueezeNet-Fuzzy II (SNet-Fuzzy) model, Bio-Signature Validation Authentication, Boolean Identifier, Hidden Markov Model (HMM) and Dual Constraints and Chaotic Radial Movement Optimization.

  1. Comparative study / Analysis

In this research we offer several methods to be compared to identify the appropriate findings. The methods that we examined are as follows:

  • For user authentication, the first layer utilizes the Four-Q-Curve method. A game theory method tackles the switches layer flow table overloading assault. From overflowing flow tables the IDP agent protects deep reinforcement learning techniques.
  • Some of the examples of 4G wireless networks authentication and re-authentication protocols are WiMAX-Advanced (WiMAX-A) interworking architecture, LTE-Advanced (LTE-A) and WLAN.
  • To remove packet-sensitive fields by utilizing the preprocessing procedure which generates controller flow rules; traffic filter to generate filter traffic and invaded ports employing frequency; assault identifier notifies the signal of attack; switch flow table rule sweeper to eliminate fraudulent rules. Each SDN Guardian architecture obeys OpenFlow, and needs no device modifications or protocol.
  • The first stage verifies IoT users through encrypted signatures and RFID tags. Authenticated user packets are evaluated by utilizing type-II fuzzy filtering in the second tier’s switches. Next the significant properties are taken out from packets and are categorized as normal, suspect or malicious.
  1. Simulation results / Parameters

SDN in 5G technology is proposed in this research, this can utilize various techniques or methods by getting the best findings and here we provide some of the metrics to enhance its result are: Throughput, Switch Failure Rate, Detection Accuracy, Delay, Packet Loss Rate and Handover Delay.

  1. Dataset LINKS / Important URL

Here we provide several significant links to see all the explanations, applications, previous technology issues and additional references; we refer the following links to clarify the uncertainties of SDN in 5G technologies:

  1. SDN in 5G Applications

Let’s see the applications that employ this proposed strategy SDN in 5G technology: Network Function Virtualization (NFV), Network Security, Traffic Management, Network Slicing, Multi-tenancy Support, Service Orchestration and Edge Computing.

  1. Topology for SDN in 5G

Now we see the topology to be utilized for SDN in a 5G environment. The topologies that utilized are Edge Devices, Northbound APIs, Network Slices, SDN Controller, Network Functions, Data Plane Devices and Virtual Switches or Switching Fabrics.

  1. Environment for SDN in 5G

Environment for SDN in 5G generally contains heterogeneous networks over an integration of edge and cloud computing resources, wireless and wired infrastructure and all these components are managed and interconnected in the middle to offer flexible connectivity, services and high-performance.

  1. Simulation tools

The following are the software requirements to be required to implement this research DDN in a 5G network. The tool that is used for development is NS 3.30 or Above Version is utilized and the programming language that acquired for this is C++ and Python. The technique is operated by the operating system Ubuntu 20.06 [LTS] or Above Version.

  1. Results

SDN in the 5G network method is proposed in this research. It will address several previous technologies to overcome that. Then we compared different performance metrics for our research with the existing technologies and to verify that our technology gives the best findings when compared to others. This can be implemented by using the operating system Ubuntu 20.06 [LTS] or Above Version.

SDN in 5G Research Ideas:

The Succeeding are the research topics that are related to the SDN in the 5G technology environment. These research topics are useful when the queries or doubts to be arise during this research:

  1. Design and implementation of SDN-based handover in 5G mmWave
  2. Experiments with Digital Security Processes over SDN-Based Cloud-Native 5G Core Networks
  3. Research on SDN Network Structure Optimization System Based on Computer 5G Technology
  4. Multi-Layer Network Slicing and Resource Allocation Scheme for Traffic-aware QoS ensured SDN/NFV-5G Network
  5. Research on 5G-oriented SDN architecture
  6. Traffic-aware QoS Guaranteed SDN/NFV-5G Network with Multi-Layer Network Slicing and Resource Allocation
  7. SDN-enabled Framework for Resilient Traffic Routing in 5G Networks
  8. C-Block: A Secure and Robust Framework for Authentication Handover in 5G HetNets based on Edge-enabled SDN/NFV Environments
  9. Research on 5G dense network scheme based on SDN
  10. Design of User Plane in 5G Core Network Based on SDN
  11. An SDN Controller Enabled Architecture for 5G Backhaul Networks
  12. Blockchain Integration in 5G Technologies: SDN and Network Slicing
  13. G-SDN: Game Theory-Based SDN Controller Load Balancing for IIoT Applications Underlying 5G
  14. SDN-Enabled Resource Management for Converged Fi-Wi 5G Fronthaul
  15. Collaborative Control and Optimization of QoS in 5G and Industrial SDN Heterogeneous Networks for Smart Factory
  16. SDN-based GTP-U Traffic Analysis for 5G Networks
  17. Research and Development of QoS methods Based on SDN in 5G/IMT-2020
  18. Slicing 5G Core Network Based on the Ryu SDN Controller for Everything as a Service
  19. A SDN Controller Monitoring Architecture for 5G Backhaul Networks
  20. Design and Analysis of an Open-Source SDN-based 5G Standalone Testbed
  21. CPPHA: Capability-Based Privacy-Protection Handover Authentication Mechanism for SDN-Based 5G HetNets
  22. An Efficient and Secure Handover Mechanism for SDN-Enabled 5G HetNet
  23. D2D-V2X-SDN: Taxonomy and Architecture Towards 5G Mobile Communication System
  24. SDN-oriented Disaggregated Optical Access Node for Converged 5G Mobile and Residential Services
  25. Dynamic Resource Allocation for SDN and Edge Computing based 5G Network
  26. Efficient MIH/SDN-Based Vertical Handover for 5G HetNets
  27. SDN-based Testbed for Emerging Use Cases in Beyond 5G NTN-Terrestrial Networks
  28. The Differentiated Resource Allocation Scheme of Power 5G Network Slice Based on SDN and NFV
  29. Predicting Video Bitrate from Encrypted Streaming Traffic in SDN-based 5G Networks with ML
  30. Federated Learning Enabled SDN for Routing Emergency Safety Messages (ESMs) in IoV Under 5G Environment
  31. Routing-Based Interference Mitigation in SDN Enabled Beyond 5G Communication Networks: A Comprehensive Survey
  32. Exploring 5G Architecture, Technologies, and Mobility Challenges: A Path to SDN-Based Future
  33. Leveraging SDN slicing isolation for improved adaptive satellite-5G downlink scheduler
  34. Blockchain-Enabled Authentication Handover With Efficient Privacy Protection in SDN-Based 5G Networks
  35. An SDN Emulation Platform for Converged Fiber-Wireless 5G Networks
  36. Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks
  37. Heuristic Resource Allocation Algorithm for Controller Placement in Multi-Control 5G Based on SDN/NFV Architecture
  38. Light-Trail Design for 5G Backhaul: Architecture, SDN Impact and Coordinated Multipoint
  39. Deployment of Robust Security Scheme in SDN Based 5G Network over NFV Enabled Cloud Environment
  40. LearnSDN: Optimizing Routing Over Multimedia-based 5G-SDN using Machine Learning
  41. A2T-Boost: An Adaptive Cell Selection Approach for 5G/SDN-Based Vehicular Networks
  42. HybCon: A Scalable SDN-Based Distributed Cloud Architecture for 5G Networks
  43. Sdn+K8s Routing Optimization Strategy in 5G Cloud Edge Collaboration Scenario
  44. Moderately Multispike Return Neural Network for SDN Accurate Traffic Awareness in Effective 5G Network Slicing
  45. ANN LS-based Channel Estimation Algorithm of IM/DD-OFDM/OQAM-PON systems with SDN Mobile Fronthaul Network in 5G
  46. End-to-End Real-Time Service Provisioning over a SDN-controllable 60 GHz analog FiWi X-haul for 5G Hot-Spot Networks
  47. Resource Allocation in 5G IoV Architecture Based on SDN and Fog-Cloud Computing
  48. Enhancing 5G SDN/NFV Edge with P4 Data Plane Programmability
  49. Network Tomography for Efficient Monitoring in SDN-Enabled 5G Networks and Beyond: Challenges and Opportunities
  50. End-to-End Real-Time Service Provisioning Over a SDN-Controllable Analog mmWave Fiber -Wireless 5G X-Haul Network