Zheng Yunhui graduated from Changzhi University in Shandong Province, China in 2021 with a bachelor's degree in Network Engineering. Zheng Yunhui is currently continuing his studies at the Shandong University of Technology and pursuing a master's degree in Big Data Technology and Engineering. His current research areas are deep learning, computer vision, and medical image processing.

Zhiyong Wu received his B.S. degree in Computer Science from Jinan University in 2003 and received his M.S. and Ph.D. degrees in Computer Science from the University of Electronic Science and Technology and the Ocean University of China in 2006 and 2018, respectively. He now holds an associate professor position at the Shandong University of Technology. His research interests are service computing, edge computing and blockchain. He is the corresponding author of this paper.

Ji Fengna graduated from Shandong University of Technology in 2022 with a major in Software Engineering (Big Data). Ji Fengna is currently pursuing a master's degree at the Shandong University of Technology, majoring in Computer Technology. Ji Fengna's main research directions encompass deep learning and edge computing of the Internet of Vehicles.

Lei Du obtained a bachelor's degree in Computer Science and Technology, Linyi University, Linyi City, Shandong Province, 2022. He was admitted to the Computer Technology program at the School of Computer Science and Technology, Shandong University of Technology, Zibo City, Shandong Province in 2023. He was the recipient of the One-Star Innovation and Entrepreneurship Scholarship in 2020-2021 and received first place in the "Promoting the Spirit of the Constitution" publicity campaign. He developed a web front-end for "Care for Depression" and a resident management system in 2021. His master's research focused on traffic flow prediction, with an in-depth exploration of graph neural networks, aiming for temporal and spatial traffic prediction.

Zhenyu Yang graduated from Yantai University in Shandong Province, China, in 2023 with a bachelor's degree in Software Engineering. Immediately following that, he enrolled at the Shandong University of Technology, also in Shandong, to further his studies. Zhenyu Yang is currently pursuing a master's degree in Computer Technology. His research interests align perfectly with his academic pursuits, focusing on deep learning, machine learning, and the Internet of Things.