Official Implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow" Article Swipe
Yixuan Mei
,
Yonghao Zhuang
,
Xupeng Miao
,
Juncheng Yang
,
Zhihao Jia
,
Rashmi Vinayak
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.5281/zenodo.14060580
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.5281/zenodo.14060580
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.
Related Topics
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2406.01566
- https://arxiv.org/pdf/2406.01566
- OA Status
- green
- Cited By
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4399403248
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4399403248Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.5281/zenodo.14060580Digital Object Identifier
- Title
-
Official Implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"Work title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-11-08Full publication date if available
- Authors
-
Yixuan Mei, Yonghao Zhuang, Xupeng Miao, Juncheng Yang, Zhihao Jia, Rashmi VinayakList of authors in order
- Landing page
-
https://arxiv.org/abs/2406.01566Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2406.01566Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2406.01566Direct OA link when available
- Concepts
-
Computer science, Flow (mathematics), Parallel computing, Physics, MechanicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2Per-year citation counts (last 5 years)
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
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