Paper Citation Record · LEDGER

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines

As of 11 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2502.15712.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.15712 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:33:25.593960Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:30:57.384684Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T04:30:57.552923Z

Reference resolution

69 of 69 outbound references displayed

verified exact6
verified fuzzy4
unresolved58
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2de77e0-f12d-4dea-9c95-8766111bacde · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.794079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c63dd595-4cd0-4231-a901-bef3340fb57f · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.602177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5cb240fc-d9b8-4aee-ba81-c21fdaea7e60 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.563891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dbc7b722-64b8-4663-b92a-e456089f3887 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.552544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cb78de39-e1df-4780-b975-9e72121bb8e0 · outbound

This paper cites NVIDIA Data Loading Library (DALI).

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines NVIDIA Data Loading Library (DALI)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:33:28.523382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0aac97e3-ddca-445b-b3ed-9b0e2f76ebe3 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.484928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f459db45-19ab-4384-81f7-661c85bb7e74 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.312085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bdc796f3-c0b9-4ad6-b49a-07b290e424f4 · outbound

This paper cites Approximate Caching for Efficiently Serving Diffusion Models.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Approximate Caching for Efficiently Serving Diffusion Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.428661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b64a820-fb8c-4c8d-8034-da2d5da8e571 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.276817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e2ad3785-341f-4159-b913-cf9f9293d69d · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.265530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 93a746b8-6bbb-485a-a206-043793e88501 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Constitutional AI: Harmlessness from AI Feedback

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.465518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fc0640f-c588-4dd0-9439-8b505ef37a59 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.211085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9887fc41-9348-4b99-a398-6ade40c3fcb1 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.061334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a8d7d2ad-5a4b-41fc-823d-b89bb97b4b5b · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-10T16:33:25.752122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 558c95c8-380e-4014-be4b-1bdab66cbc9b · outbound

This paper cites Clipper: A Low-Latency Online Prediction Serving System.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Clipper: A Low-Latency Online Prediction Serving System

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:33:27.104128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6cce6a89-f388-4453-af47-79c47c4fde7c · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.912885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f3dad4ab-21cd-4ae2-b0c0-9b243ca2b492 · outbound

This paper cites Murray, Jiří Šimša, Ana Klimovic, and Ihor Indyk.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Murray, Jiří Šimša, Ana Klimovic, and Ihor Indyk

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:33:27.900504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fba9fdab-2d06-4764-a3ba-b3992d4dba5b · outbound

This paper cites PACE: Improving Prompt with Actor-Critic Editing for Large Language Model.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.790834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295cf230-8226-4770-a0ee-9b47af0b4085 · outbound

This paper cites Efficiently Scaling LLM Reasoning with Certaindex.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Efficiently Scaling LLM Reasoning with Certaindex

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.795354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd9aa43-7d54-45fc-9935-43be13fbae9e · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.873028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903d50b2-dead-40ca-bbef-2dd3bc79dc08 · outbound

This paper cites Gerbasi, G.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Gerbasi, G

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.950289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381c63fe-147b-4724-8100-48988305268e · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.888562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01074a18-c49d-4ac8-b45c-f798a32af583 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.878807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de939857-7a41-4b55-a7c1-7dc7077a85c8 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.856523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 43d46054-fcff-4ed7-9e7a-13bd969e8837 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.738179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dc2ca0db-9c2c-4097-85ee-31defa86969f · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.157144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8e8962-0ca3-4ef5-94b7-776afd0e823f · outbound

This paper cites Interactive, Effort-Aware Library Version Harmonization.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Interactive, Effort-Aware Library Version Harmonization

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:33:26.823481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aca16cf1-9d59-4760-a1ea-3708c69704c2 · outbound

This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.236044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 017cf223-cb1a-40fc-857e-f6ae3733c8bb · outbound

This paper cites The Kinetics Human Action Video Dataset.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines The Kinetics Human Action Video Dataset

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.324204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a7ea48-501c-409d-b6a6-2ae2e165d20e · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.720034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 744f901d-26a6-416a-8ef8-8dd03fe6cb21 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.710473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5083e1c8-8629-4489-9920-70214b6be8d2 · outbound

This paper cites DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.368118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba7bb80b-f2c9-4092-acf5-2450c0dd4252 · outbound

This paper cites Gonzalez, and Ion Stoica.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Gonzalez, and Ion Stoica

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:33:27.699281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 897350c8-c3ed-446a-a77c-07e545f88b86 · outbound

This paper cites Parrot: Efficient Serving of LLM-based Applications with Semantic Variable.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.378854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 455ac1f9-17ff-464c-a0bb-092a2f8a137b · outbound

This paper cites Visual Instruction Tuning.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Visual Instruction Tuning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.383614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5396d5f3-a174-47a3-bbfd-832d6c8a7a09 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.678078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a85bca1b-3392-4896-97cd-e6519e8b5101 · outbound

This paper cites Rajalakshmi.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Rajalakshmi

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:33:27.625775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e631e28e-a333-42f5-b470-b92286634738 · outbound

This paper cites Splitwise: Efficient generative LLM inference using phase splitting.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Splitwise: Efficient generative LLM inference using phase splitting

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.649300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e36d4ad-2915-4ed3-8fea-02cb17e175d4 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.566897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf0278de-d918-4bc1-9b3f-984b22787a87 · outbound

This paper cites Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.745216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 564e1fc0-e844-4fd8-b05e-a3ea0262330a · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.825516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e44782e-0334-4e47-8e6a-c441e7397fee · outbound

This paper cites Tabular Learning: Encoding for Entity and Context Embeddings.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Tabular Learning: Encoding for Entity and Context Embeddings

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:33:26.339181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ecc9af17-2dca-4b1d-beb2-5c07b9e69d31 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-10T16:33:25.689365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 883fe4c7-3940-4f62-b395-ca45a8f24cbf · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.463067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7f873352-6320-4b72-9192-af0279d0a836 · outbound

This paper cites Berg, and Li Fei-Fei.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Berg, and Li Fei-Fei

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.048034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f5707e-47ef-4753-bb5c-cc514ab4de5a · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Learning Transferable Visual Models From Natural Language Supervision

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.749430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c919de5b-8b59-4b65-a2d7-01b2d4a3c870 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.080549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c336bf2-13c1-45cd-9af6-88a78e271a8a · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.085970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40410ea-ccfb-404b-8828-e4f86c3e5afb · outbound

This paper cites Two-Stream Convolutional Networks for Action Recognition in Videos.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Two-Stream Convolutional Networks for Action Recognition in Videos

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.090640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865bca11-e37e-409d-be61-c869cb8f8258 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.159288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8d40c0-c697-462a-9bb2-984132655e2d · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.404078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 50d98eeb-c17b-452e-b35d-43bd3d4c47a3 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 53

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T16:33:26.199658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dbb1cc49-4350-49c6-b87b-cf3883992f72 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 54

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GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Preble: Efficient Distributed Prompt Scheduling for LLM Serving

Reference 55

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Observation 6964d312-f7f9-43e5-b527-835b4a2d8459 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 56

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Observation 03b2b5b3-725a-4797-a42c-43ad1bfc5373 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 57

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Observation 4339c497-cd52-45f3-95a4-cce2544edcef · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.401619Z

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Observation f2a2d227-afbf-4fa5-b10c-5b172665be26 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 59

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GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion

Reference 60

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This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 61

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Observation 654820e7-54dc-48ea-88e3-314b04197b2c · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:27.249166Z

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This paper cites Accelerating Retrieval-Augmented Language Model Serving with Speculation.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Accelerating Retrieval-Augmented Language Model Serving with Speculation

Reference 63

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Observation f842c940-1cfa-4cd7-8d6e-dab5898ba3c2 · outbound

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GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Review for Handling Missing Data with special missing mechanism

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.593960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51eaf725-12ad-476d-83df-60eab55bc892 · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:25.417918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237c2101-8661-47ae-8333-3691b11ff47c · outbound

This paper cites Deep Residual Learning for Image Recognition.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Deep Residual Learning for Image Recognition

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:24.161126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c039b0c-4e4f-4984-bfb1-6aa2058343e4 · outbound

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GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines In 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON)

Reference 2021

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Observation 1fe77a1d-50ec-4d0c-b45f-31d07352f173 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Flamingo: a Visual Language Model for Few-Shot Learning

Reference 2022

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108a9d9e-1eab-4de0-a8f2-6909738d0dcd · outbound

This paper cites ImageBind: One Embedding Space To Bind Them All.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines ImageBind: One Embedding Space To Bind Them All

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T16:33:23.996080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c39d7d-31d5-40d2-971c-6fa1cc5c8ab9 · outbound

This paper cites an unresolved cited work.

GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:33:28.252145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 1a5b13b6-947f-46e6-811e-81aeb69cf977 · inbound

SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction cites this paper.

SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.