Sida Zhang,  Tianjun Mo and Zhengyi Zhang (2024) “LightPersML: A Lightweight Machine Learning Pipeline Architecture for Real-Time Personalization in Resource-Constrained E-commerce Businesses”, Journal of Advanced Computing Systems, 4(8), pp. 44–56. doi:10.69987/JACS.2024.40807.