학술논문

Data Sharing in Virtual Edge Computing using Coded Caching
Document Type
Conference
Source
2023 IEEE Vehicular Networking Conference (VNC) Vehicular Networking Conference (VNC), 2023 IEEE. :104-111 Apr, 2023
Subject
Communication, Networking and Broadcast Technologies
Wireless communication
Measurement
Protocols
Multi-access edge computing
Distributed databases
Multicast communication
Encoding
Language
ISSN
2157-9865
Abstract
Multi-access edge computing (MEC) has been identified as a powerful concept for offloading computational tasks and for storing popular data in close proximity of end users; avoiding frequent communication to a back-end cloud server. In the context of vehicular applications, similar functionality can be provided by vehicles collaboratively offering storage and computational resources on-board, i.e., a virtual MEC concept. Data management in a virtual edge is particularly challenging due to the high degree of mobility. Coded caching is a concept to store data on distributed systems in form of fragments. When needed, these fragments are transmitted to the requesting node in a coded form so that the total number of transmissions is reduced (i.e., optimizing for reduced download times and reduced resource utilization). In this paper, we introduce a new protocol for data sharing among vehicles participating in virtual edge computing using coded caching. Our results show that coded caching improve the efficiency of data sharing by up to 50% in a virtual edge computing environment.