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License: http://www.apache.org/licenses/LICENSE-2.0
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image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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Software . 2024
License: http://www.apache.org/licenses/LICENSE-2.0
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License: http://www.apache.org/licenses/LICENSE-2.0
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Software . 2024
License: http://www.apache.org/licenses/LICENSE-2.0
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Software . 2024
License: http://www.apache.org/licenses/LICENSE-2.0
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Official Implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 05 Nov 2024 English Publisher:Zenodo
Authors: Mei, Yixuan; Zhuang, Yonghao; Miao, Xupeng; Yang, Juncheng; Jia, Zhihao; Vinayak, Rashmi;

doi: 10.5281/zenodo.14037926 , 10.5281/zenodo.14060580 , 10.5281/zenodo.14037927

Official Implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"

Abstract

This artifact is the official open-source implementation for ASPLOS 2025 paper "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow". It contains the simulator and the prototype system used in this paper. A detailed step-by-step guide to environment setup and example usage is in the readme file.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average