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Image Credit: Arxiv

Mixture-of-Experts for Distributed Edge Computing with Channel-Aware Gating Function

  • Researchers have developed a novel channel-aware gating function for wireless distributed mixture-of-experts (MoE) system.
  • The system incorporates channel conditions into the MoE gating mechanism, enabling effective operation in wireless networks.
  • By considering signal-to-noise ratios (SNRs) and expert specializations, the proposed approach optimizes expert selection.
  • Experimental results indicate that the channel-aware gating scheme outperformed traditional MoE models.

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