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News/ASTRA: Communication-Efficient Acceleration for Multi-Device Transformer Inference
arxiv
PublishedMay 28, 2026 at 4:00 AM

ASTRA: Communication-Efficient Acceleration for Multi-Device Transformer Inference

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arXiv:2505.19342v2 Announce Type: replace-cross Abstract: Multi-device inference can reduce Transformer latency by parallelizing computation. However, existing methods require high inter-device bandwidth, making them impractical for bandwidth-constrained environments. We present ASTRA, a communicati

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