论文标题

巨大的孪生以增强新兴情报

Massive Twinning to Enhance Emergent Intelligence

论文作者

Yuan, Siyu, Han, Bin, Krummacker, Dennis, Schotten, Hans D.

论文摘要

作为对常规AI解决方案的补充,新兴情报(EI)在6G IIOT方案中具有竞争力,其各种出色的功能,包括鲁棒性,保护隐私和可扩展性。但是,尽管计算复杂性较低,但EI受到大规模部署数据流量的高需求的挑战。我们建议利用6G的大规模双胞胎来支持,以减少EI中的数据流量,从而提高其性能。

As a complement to conventional AI solutions, emergent intelligence (EI) exhibits competitiveness in 6G IIoT scenario for its various outstanding features including robustness, protection to privacy, and scalability. However, despite the low computational complexity, EI is challenged by its high demand of data traffic in massive deployment. We propose to leverage massive twinning, which 6G is envisaged to support, to reduce the data traffic in EI and therewith enhance its performance.

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