TY - JOUR
AU1 - Zhang, Tong
AU2 - Song, Ming yan
AU3 - Ren, Yingchao
AU4 - Bai, Yang
AU5 - Tang, Hao
AU6 - Wang, Fengmin
AU7 - Tan, Jian
AB - The invention relates to a node authentication method and system of a distributed AI collaborative computing system. The method comprises: a central server sends authentication instructions to each distributed node; each distributed node completes the corresponding real-time computing capability verification task according to the authentication instruction and sends a response message to the central server; the response message includes task completion time and node equipment information; the real-time computing capability verification task includes a real-time computing capability verification task and a real-time storage capability verification task; the central server receives the response message. If the time of receiving the response message exceeds the expected time, or the difference between the task completion time and the task completion time of the real node of the same device type completing the real-time computing capability verification task is greater than the preset threshold, the node is identified as a suspicious node; the central server sends authentication instructions to the suspicious node for many times and receives the response message returned by the suspicious node. If the time of receiving the response message exceeds the expected time or the difference between the task completion time and the task completion time of the real node of the same device type completing the real-time computing capability verification task is greater than the preset threshold, Then it is judged that the node is forged.
TI - Research on real-time computing method of computer node identification in the field of scalable and verifiable distributed AI collaborative computing
JF - Proceedings of SPIE
DO - 10.1117/12.2652180
DA - 2022-11-10
UR - https://www.deepdyve.com/lp/spie/research-on-real-time-computing-method-of-computer-node-identification-WPpWtSp1zu
SP - 123314U
EP - 123314U-7
VL - 12331
IS - 
DP - DeepDyve
ER -