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Published on: November 26, 2019
Online Service Function Chain Planning for Satellite-Ground Integrated Networks to Minimize End-to-End (E2E) Delay
Soohyeong Kim1, Joohan Park2, Jiseung Youn1
1Major in Bio-Artificial Intelligence, Department of Computer Science and Engineering, Hanyang University, Ansan 15588, Republic of Korea.
This study introduces an online algorithm for software-defined networking and satellite-ground integrated networks to minimize end-to-end delay. The method efficiently deploys virtual network functions and optimizes routing paths for better quality of service.
Area of Science:
- Network Engineering
- Telecommunications
- Computer Science
Background:
- Software-Defined Networking (SDN) and Satellite-Ground Integrated Networks (SGINs) are crucial for next-generation mobile communications.
- Virtual Network Function (VNF) deployment challenges in SGINs can increase end-to-end (E2E) delay due to unpredictable user requests and limited Low Earth Orbit (LEO) satellite resources.
Purpose of the Study:
- To propose an online algorithm for joint VNF deployment and routing path formation in SGINs.
- To minimize E2E delay, a critical Quality of Service (QoS) parameter, by selectively deploying essential VNFs.
Main Methods:
- An event-driven algorithm that responds to user requests by deploying necessary VNFs for Service Function Chains (SFCs).
- Defining a Minimum-Hop Region (MHR) based on geographic coordinates to reduce search space for base stations and minimize propagation delays.
- Deploying VNFs along optimized paths to further reduce E2E delay.
Main Results:
- The proposed algorithm achieves high similarity to the global optimum, with up to 97% similarity in E2E delay and CPU power consumption.
- An average similarity of approximately 90% was observed for both E2E delay and CPU power consumption.
Conclusions:
- The developed online algorithm effectively minimizes E2E delay in SDN-SGIN environments.
- The approach offers a near-optimal solution for VNF deployment and routing, enhancing QoS for mobile communications.
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