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ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference

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Published in:ArXiv cs.DC Recent Papers
Format: Online Article RSS Article
Published: 2026
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spellingShingle ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
sub_discipline_display Computer Science & IT
sub_discipline_facet Computer Science & IT
subject_display ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
subject_facet ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
title ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_auth ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_full ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_fullStr ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_full_unstemmed ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_short ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference
title_sort chunkflow: communication-aware chunked prefetching for layerwise offloading in distributed diffusion transformer inference
topic ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
url https://arxiv.org/abs/2605.11335v1