Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T03:59:36.809043Z
Paper Citation Record · LEDGER
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters
As of 6 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.03229.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved35
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7654f548-e2c3-45c6-801c-c4c6ecf33686 · outbound
This paper cites 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24) , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24) , pages =
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aed6006f-f981-4af7-b1a5-e5f566e1be2d · outbound
This paper cites 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a283a14-456a-44f0-96a2-9b09aa1cd215 · outbound
This paper cites Gomez and Lukasz Kaiser and Illia Polosukhin , title =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Gomez and Lukasz Kaiser and Illia Polosukhin , title =
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f25d879-8bef-42c0-80bc-04947005e4ed · outbound
This paper cites International Conference on Learning Representations , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters International Conference on Learning Representations , year =
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f55f3d52-9368-47cd-a178-6375beb96321 · outbound
This paper cites Medical Image Computing and Computer-Assisted Intervention , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Medical Image Computing and Computer-Assisted Intervention , pages =
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e94071c-e9e1-48a1-b779-d57c10213df4 · outbound
This paper cites International Conference on Computer Vision , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters International Conference on Computer Vision , pages =
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00252181-15f8-4be0-b49a-d4c0dbb8221f · outbound
This paper cites Corrado and Rajat Monga and Kai Chen and Matthieu Devin and Mark Mao and Marc'Aurelio Ranzato and Andrew Senior and Paul Tucker and Ke Yang and Quoc V.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Corrado and Rajat Monga and Kai Chen and Matthieu Devin and Mark Mao and Marc'Aurelio Ranzato and Andrew Senior and Paul Tucker and Ke Yang and Quoc V
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7448514-ff97-409d-a495-cb61c04d20d1 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd3f7511-1aa3-41ed-a2f2-6a6962204c2f · outbound
This paper cites Journal of Machine Learning Research , volume =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Journal of Machine Learning Research , volume =
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1c03fbe-cb9b-42f8-ad3a-2d09f8a1552a · outbound
This paper cites Proceedings of the VLDB Endowment , volume =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the VLDB Endowment , volume =
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d47ffc32-0888-48fc-8be7-db311509e235 · outbound
This paper cites Proceedings of Machine Learning and Systems , volume =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of Machine Learning and Systems , volume =
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42f89c13-b7fc-4c99-b0ac-ea713b1105e9 · outbound
This paper cites International Conference on Learning Representations , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters International Conference on Learning Representations , year =
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 975c3389-3a21-4760-bdfc-fefb45ae3961 · outbound
This paper cites Valiant , title =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Valiant , title =
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39077d97-8cb8-47ac-a707-e4d47f7340b0 · outbound
This paper cites Proceedings of the 41st International Conference on Machine Learning , articleno =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the 41st International Conference on Machine Learning , articleno =
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad49e6d7-b9c2-47bf-a250-78fce6fc6438 · outbound
This paper cites Proceedings of the ACM SIGCOMM 2025 Conference , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the ACM SIGCOMM 2025 Conference , pages =
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96f86a66-6a43-4356-82e3-854767b14283 · outbound
This paper cites Proceedings of the 2025 USENIX Conference on USENIX Annual Technical Conference , articleno =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the 2025 USENIX Conference on USENIX Annual Technical Conference , articleno =
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eaeaca93-5c20-4387-9ea6-d5309cb67988 · outbound
This paper cites Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 , pages =
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0842a9f8-3bc3-4898-ba63-7603a7990ff9 · outbound
This paper cites Proceedings of the International Conference on Machine Learning , pages =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the International Conference on Machine Learning , pages =
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4b1af24-862c-4ae7-a2c1-48a11308a9f7 · outbound
This paper cites Le and Yonghui Wu and Zhifeng Chen , title =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Le and Yonghui Wu and Zhifeng Chen , title =
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff6ef0bd-ba22-4849-afc8-92ef4a02ccab · outbound
This paper cites International Journal of High Performance Computing and Networking (IJHPCN) , volume=.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters International Journal of High Performance Computing and Networking (IJHPCN) , volume=
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0a9c731-5a6c-44f9-b0da-2751ffbe1859 · outbound
This paper cites Bulk Synchronous Parallel.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Bulk Synchronous Parallel
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17c7e7ce-118f-4487-8c8b-fff7e7a4a473 · outbound
This paper cites Advanced Parallel Processing Technologies (APPT) , series =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Advanced Parallel Processing Technologies (APPT) , series =
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02bb31e4-d1eb-46db-bb95-45f6a6d43f7d · outbound
This paper cites , title =.
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99b8b611-5f0e-40b1-a9a0-8f7acf57d9a8 · outbound
This paper cites Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '23) , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '23) , year =
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f87520ae-2f4a-4144-9f02-f388d7cf26b2 · outbound
This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23217402-b112-443a-9712-77feb9a01ae4 · outbound
This paper cites ACM Transactions on Programming Languages and Systems (TOPLAS) , volume =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters ACM Transactions on Programming Languages and Systems (TOPLAS) , volume =
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2da5459d-aeca-4813-b9ad-630e968fa01f · outbound
This paper cites Proceedings of the 21st European Conference on Computer Systems (EuroSys '26) , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Proceedings of the 21st European Conference on Computer Systems (EuroSys '26) , year =
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10dd5d10-0556-4506-853c-fb52d0507f3f · outbound
This paper cites The Llama 3 Herd of Models.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters The Llama 3 Herd of Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da2aa0f4-c83f-40b2-851f-a16d9b041c8f · outbound
This paper cites Serving Large Language Models on Huawei CloudMatrix384.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Serving Large Language Models on Huawei CloudMatrix384
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2caa134d-e60f-40d6-9a25-d662d67c8e5d · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9736875b-ac0c-4f1f-83c6-fccd5999931f · outbound
This paper cites Qwen3.5-Omni Technical Report.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Qwen3.5-Omni Technical Report
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f40a67e-b25f-4d40-b351-945dc22d03c4 · outbound
This paper cites DeepSeek-V3 Technical Report.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters DeepSeek-V3 Technical Report
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04bb42b3-2c26-40e5-96ab-dea18f46b761 · outbound
This paper cites arXiv preprint arXiv:2503.23830 , year =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters arXiv preprint arXiv:2503.23830 , year =
Reference 33
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- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d27b1687-8cb7-4ec7-aeda-303807131dfd · outbound
This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 511d2a58-c176-41fb-b351-5ff84a039600 · outbound
This paper cites Synchronization and Linearity: An Algebra for Discrete Event Systems , publisher =.
HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters Synchronization and Linearity: An Algebra for Discrete Event Systems , publisher =
Reference 35
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- no resolver link, observed 2026-07-12T03:59:36.809043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.