公开(公告)号：US20230068386A1

公开(公告)日：2023-03-02

申请号：US17790950

申请日：2020-12-26

申请人： Intel Corporation

发明人： Mustafa Riza Akdeniz ,  Arjun Anand ,  Nageen Himayat ,  Amir S. Avestimehr ,  Ravikumar Balakrishnan ,  Prashant Bhardwaj ,  Jeongsik Choi ,  Yang-Seok Choi ,  Sagar Dhakal ,  Brandon Gary Edwards ,  Saurav Prakash ,  Amit Solomon ,  Shilpa Talwar ,  Yair Eliyahu Yona

IPC分类号： G06N20/00

摘要： The apparatus of an edge computing node, a system, a method and a machine-readable medium. The apparatus includes a processor to perform rounds of federated machine learning training including: processing client reports from a plurality of clients of the edge computing network; selecting a candidate set of clients from the plurality of clients for an epoch of the federated machine learning training; causing a global model to be sent to the candidate set of clients; and performing the federated machine learning training on the candidate set of clients. The processor may perform rounds of federated machine learning training including: obtaining coded training data from each of the selected clients; and performing machine learning training on the coded training data.