AC²P²SL pipelines communication and computation across micro-batches in split learning, jointly optimizes splits and pre-allocation under constraints, and adds adaptive re-allocation for dynamic UEs to reduce overall training time.
Robust split federated learning for U-shaped medical image networks,
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AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks
AC²P²SL pipelines communication and computation across micro-batches in split learning, jointly optimizes splits and pre-allocation under constraints, and adds adaptive re-allocation for dynamic UEs to reduce overall training time.