Abstract
The patent’s assignee for patent number 11915154 is EMC IP Holding Company LLC ( Hopkinton, Massachusetts, United States). News editors obtained the following quote from the background information suppli ed by the inventors: “In recent years, with the progress of artificial intellige nce (AI) technology, application programs that employ AI models (such as, but no t limited to, machine learning (ML) applications, deep learning (DL) application s, and data mining (DM) applications) have enabled significant development in ma ny fields. However, as AI models become more complicated and need larger data se ts, execution of such models requires more computing resources. Currently, due t o limitations of computing capability and communication bandwidth of computing d evices, a single computing device cannot typically satisfy the demands of a larg e-scale AI model. Therefore, efficient deployment and execution of AI models has become a focus of current research.”
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