Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:21:29.713086Z
Paper Citation Record · LEDGER
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems
As of 20 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 0 inbound Pith citation observations for arXiv:2608.00867.
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 2026-08-19T06:32:44.657259+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
100 of 115 outbound references displayed
- verified exact6
- verified fuzzy7
- unresolved85
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 76d71825-2053-4f29-bc8d-467ad6fc75c9 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.353758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3fab4e0-6e54-4d42-a86c-21c5d2dc12f4 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.358031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd68fa7b-a35f-4a88-86a8-84d77aaf75d5 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.361125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1524147-8a12-49e2-be44-18442cbd4047 · outbound
This paper cites NVIDIA GB200 Interconnect Architecture Analysis: NVLink, InfiniBand, and Future Trends - NADDOD Blog — naddod.com.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems NVIDIA GB200 Interconnect Architecture Analysis: NVLink, InfiniBand, and Future Trends - NADDOD Blog — naddod.com
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.365155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11930c08-a89d-4c5e-a133-827d4360de61 · outbound
This paper cites NVIDIA Collective Communications Library (NCCL).
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems NVIDIA Collective Communications Library (NCCL)
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.368384Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 505da1e6-96a8-4cf3-8c56-2b5db0cc48ca · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.371999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73d9bd16-1fd7-458f-82dd-3e7eb90ddca7 · outbound
This paper cites 2021.Introducing AMD CDNA TM 2 Architecture.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2021.Introducing AMD CDNA TM 2 Architecture
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.375641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c36d91-97e4-4d9a-a843-8159e18c51ee · outbound
This paper cites 2025.HIP documentation; HIP 6.4.43484 Documen- tation.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2025.HIP documentation; HIP 6.4.43484 Documen- tation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.379249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 710b1e78-b587-4030-b538-41763ed3737c · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.382563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fa30ee5-0960-45ab-92b8-8f90ae0fbb71 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.385968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a5271b8-bd39-483d-9504-de79f279701a · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.389346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bda025b-e764-4716-9b7d-df2f7aa9ae1e · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.392548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf68aa8e-6982-49a5-b77a-cbc82a75386f · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.395622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e20929b6-0994-4ae6-94ad-befbd7ffc433 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.398887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 260f33d1-9045-4a91-83d1-9b6e08185db8 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.402071Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edba383f-9d99-4d7e-9714-7b6ed6225f00 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.405315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 048c4a86-6d41-448b-8ecf-7870805fa1f8 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.408310Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49bf1b1c-3419-4e66-b2a6-2dfbc567f81a · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.411447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0e6a62c-9243-40ae-8135-a30c6ab13ebc · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.414629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38fccdda-9af1-4728-96c7-7adffe2a0462 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 20
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-15T15:21:30.757225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 18431a0f-e826-4c50-b58d-069f224e504d · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.421207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23b3b74d-5c3a-4cff-9dd0-061a0fc35302 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.424143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d16351c7-208f-4a0a-88a5-e7bdf24cfd08 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.427211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 212f525a-1141-4bb3-ba18-f7c4a1657e48 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 24
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T15:21:30.692150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eba266e7-4307-41ce-b626-36effbe2eaac · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.437730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed31e0c7-fba9-42a9-8c36-caf66909ba31 · outbound
This paper cites 2004.Principles and practices of interconnection networks.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2004.Principles and practices of interconnection networks
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.440839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c46145-0398-484e-9802-fc0f596bf68f · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.444043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41b87621-56ca-4ed7-939a-f7b2b693dbc3 · outbound
This paper cites 2026.DeepSeek-V4: Towards highly efficient million-token context intelligence.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2026.DeepSeek-V4: Towards highly efficient million-token context intelligence
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.447681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87896e14-30c9-48b0-98e8-1bf857b6762a · outbound
This paper cites DeepSeek-V3 Technical Report.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems DeepSeek-V3 Technical Report
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.451012Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88df5420-f213-46f2-af15-c43141514790 · outbound
This paper cites 2018.Aluminum: An asynchronous, GPU-aware communication library optimized for large-scale training of deep neural networks on HPC systems.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2018.Aluminum: An asynchronous, GPU-aware communication library optimized for large-scale training of deep neural networks on HPC systems
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.455112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9931379b-adf8-4bd2-87e6-95d5d15fe743 · outbound
This paper cites Inference economics of language models.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Inference economics of language models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.458359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46bf9b04-d492-4e61-908c-18b6fa475dfe · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.461955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fdfc6c1-f625-4826-a4cc-00c5d09f27c1 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.465849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86260a86-f7fc-4af0-84f2-2449cd5bf2e9 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.468983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9595e37c-d78b-4e12-a0e1-1b2620e2d94e · outbound
This paper cites TokenWeave: Efficient Compute-Communication Overlap for Distributed LLM Inference.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems TokenWeave: Efficient Compute-Communication Overlap for Distributed LLM Inference
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.472635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6af33160-f106-4b6e-8153-d0a4c1bfa206 · outbound
This paper cites The Llama 3 Herd of Models.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems The Llama 3 Herd of Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.476400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b27701e-aba2-4e03-8acc-3ed19893aec8 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.479779Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 043d6341-6d54-4603-9a1e-f82e5816fb8a · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.482904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1843a41d-b0e9-4d48-b107-680e1e3280a7 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 39
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T15:21:30.597561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ffc31928-66be-400a-8624-65b4534d0bde · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.492841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 353c46a8-5a50-46d7-959a-7ace3393662b · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 41
- Resolution
- verified exact
- doi, observed 2026-08-15T15:21:29.854478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8da05c1f-6ea7-4dcb-9e44-1ec869aa9032 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.499938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91d460f2-2f4e-408b-aa29-f7edcafbeadc · outbound
This paper cites Mixtral of Experts.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Mixtral of Experts
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.503095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5526ccaa-e95f-48a6-8647-5a0dfd4f6444 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.371042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4d5fb4b4-e3ab-4423-91e0-b0b78e115360 · outbound
This paper cites Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T15:21:30.524084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4cd7d8bc-c4a4-429c-8fac-9df876d81537 · outbound
This paper cites 2025.Introducing UALink 200G 1.0 Specifica- tion.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2025.Introducing UALink 200G 1.0 Specifica- tion
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.359709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 47001338-e3f4-486d-ab04-55bcdc90f68d · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.348406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c6ca5098-d410-49a3-93ab-ed3bc9cd709f · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.336965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c49d0c39-60b8-406d-a74b-c7c1b66a6ce3 · outbound
This paper cites CODA: Enabling Co-location of Computation and Data for Near-Data Processing.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems CODA: Enabling Co-location of Computation and Data for Near-Data Processing
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T15:21:30.510679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ebc31511-cd4b-442f-8f47-e87d208820d3 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.325822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77d1768f-5860-4a60-bce9-57aaf985e372 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.530459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7429c5d-a153-4822-ae23-ebe050d2587a · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.314690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9fcc0cbe-5082-441c-b6d8-88b6806e4c54 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.303453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b37d3f9c-b25c-42e3-b459-b165dc2ff4a5 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.292562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 805b3361-b549-4bf5-a9b6-44d5d7c3b6d4 · outbound
This paper cites TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.543553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ee01525-d99a-4945-91ac-134405c03e3d · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.280588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b0ce228-8d6e-4de7-987e-05f4fe031da4 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.269271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d2c3850c-4081-42f5-b6aa-c06dda0a9818 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.556429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da711612-9c58-42f8-8277-53af0d8906ed · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.562764Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2f8c1ce-be15-4b20-a275-fb26ed038c46 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.238823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c5e49465-f815-42dc-8199-156dee0fe27b · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.225991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b3c59051-9245-4d72-8a1e-87ee35a708a6 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.573250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8033e133-08d2-4c06-bfb2-d41a22de8b68 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.576417Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b541be7-3b89-4cbf-aa60-55861ef7c033 · outbound
This paper cites Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.579620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbac1502-3f5e-4865-b10a-ae50622aa771 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.208727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b192bb8d-484b-434a-8dff-81b2e8d35bac · outbound
This paper cites 2016.NVIDIA Tesla P100: The Most Advanced Datacen- ter Accelerator Ever Built — Featuring Pascal GP100, the World’s Fastest GPU.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2016.NVIDIA Tesla P100: The Most Advanced Datacen- ter Accelerator Ever Built — Featuring Pascal GP100, the World’s Fastest GPU
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.197354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 45d3950b-8e12-4d2e-8e5b-ada9f261c8be · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.186082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aa1b636b-38ea-445b-bf97-0de10b6286f5 · outbound
This paper cites NVIDIA Corporation.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems NVIDIA Corporation
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.174266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 81c18678-8880-47e3-a99e-a979157e9510 · outbound
This paper cites 2026.NVIDIA CUDA C++ Programming Guide.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2026.NVIDIA CUDA C++ Programming Guide
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.162850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f9cc8059-360e-4715-ac98-9f9e5ee34a80 · outbound
This paper cites NVIDIA Corporation.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems NVIDIA Corporation
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.151836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 44e4c031-58be-4e6e-8145-f178bcac057c · outbound
This paper cites gpt-oss-120b & gpt-oss-20b Model Card.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems gpt-oss-120b & gpt-oss-20b Model Card
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.605527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad4a303f-5e06-4923-9f1a-0254605737c5 · outbound
This paper cites GPT-4 Technical Report.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems GPT-4 Technical Report
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.609524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4149d916-6fe2-49bb-936b-6d63cc7e1d1e · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.139935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54b4f55d-6211-4078-a3df-b23a0336ff8e · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.128985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3876e2d8-8b9c-4e90-a12d-8913138f4c83 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.117914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77423181-5808-4455-ab63-5d4c9d5c778c · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.107117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ab933329-e13c-4661-b7bd-0a79f915daf9 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.096287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a456dd0-6571-41a6-b4b0-5625c00d8918 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.631818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 984bf5c6-97c8-4379-842b-e927592d222d · outbound
This paper cites 2024.Cross-Stack Optimizations for Sequence-Based Models on GPUs.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2024.Cross-Stack Optimizations for Sequence-Based Models on GPUs
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.079040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 53514fa0-bc5d-42c9-950f-02a49044f4c2 · outbound
This paper cites Sinclair.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Sinclair
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.639371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c641f335-d7b1-493b-b28f-f016ff709d3b · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.642761Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 449cf1e0-b7ce-4273-adf7-7e9c4b54e98f · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.055129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5e7c5323-ebcd-4496-8f4c-06dc698af930 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.042796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0eadefd6-04d5-426d-a3db-16f951e89e66 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.030874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 58c82791-b637-4070-aaee-e4de3bde1fca · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.661439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ef480ca-028e-4be0-9b55-e53eee7a79d6 · outbound
This paper cites 2025.Optimizing for Low-Latency Communication in Inference Workloads with JAX and XLA.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems 2025.Optimizing for Low-Latency Communication in Inference Workloads with JAX and XLA
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:21:31.019289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c11133aa-2cef-48bf-b60e-9689466385ec · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.668755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43202edd-e217-403f-9f07-e6dcede789e5 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.672021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9fe4bd8-0ddc-4dcd-b6a2-333881512af2 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:31.008063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f40b35c-4c3e-4add-8714-0e6f2faafcd0 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.996444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 347beff2-f77d-4d7c-b424-2fe27d155c9e · outbound
This paper cites Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.681929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3df96f5d-3d11-4654-b852-eef250dc0eea · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 92
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.983749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a35a177-1cfd-4977-afb3-03db64e9268c · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 93
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.971257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation beff9e98-7c9f-47ea-a8b4-92a3d8e5aa55 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.960767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0648bbb0-1e80-4d71-9897-746d4219be20 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 95
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-15T15:21:29.955805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6d6d157f-6daf-49d2-aa73-25a1e6572957 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.949674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1fb909b3-9b0f-4e52-9d4f-0163cc122594 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:21:30.938695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0e3917d1-b727-42d1-b0ef-17f55752cbb0 · outbound
This paper cites ASTRA-sim 3.0: Next-Level Distributed Machine Learning Simulations via High-Fidelity GPU and Infrastructure Modeling.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems ASTRA-sim 3.0: Next-Level Distributed Machine Learning Simulations via High-Fidelity GPU and Infrastructure Modeling
Reference 98
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T15:21:29.886482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 80005bb3-3152-4ef2-b986-23d26a835980 · outbound
This paper cites an unresolved cited work.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Unresolved cited work
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.709939Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fa10c1c-9096-41ab-a551-4c990dd039c5 · outbound
This paper cites Qwen3 Technical Report.
NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems Qwen3 Technical Report
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:21:29.713086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.