Sustainability forecasting for deep learning packages

• Main Authors: HAN, Junxiao, WANG, Yunkun, LIU, Zhongxin, BAO, Lingfeng, LIU, Jiakun, LO, David, DENG, Shuiguang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Deep Learning Packages; Sustainability; Prediction Model; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/9261
• Institution: Singapore Management University

Deep Learning (DL) technologies have been widely adopted to tackle various tasks. In this process, through software dependencies, a multi-layer DL supply chain (SC) is formed, with DL frameworks acting as the root, DL packages acting as the bridge nodes, and downstream DL projects acting as the peri...