Paper Citation Record · LEDGER

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference

As of 12 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2501.10375.

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

pith.paper-citation-record.v1
2501.10375 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:53:54.900361Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:16:54.707195Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy17
unresolved15
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 894331ae-c3df-4084-9cc8-3505bc46112b · outbound

This paper cites Adaptive mixtures of local experts,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Adaptive mixtures of local experts,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.544057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5214bf63-2fa5-4a55-be53-2e50d5a79467 · outbound

This paper cites Mixtral of Experts.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Mixtral of Experts

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.737349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b55ebed1-3f0c-439e-bcf4-7a5739c71fc1 · outbound

This paper cites Shedding the bits: Pushing the boundaries of quantization with minifloats on FPGAs,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Shedding the bits: Pushing the boundaries of quantization with minifloats on FPGAs,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.527485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3dba00c-5bcb-4b78-bc43-ea49ad7fb54d · outbound

This paper cites Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.748614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7b2e55-091e-4fb6-9d11-5009a9f314ae · outbound

This paper cites CRISP: Hybrid structured sparsity for class-aware model pruning,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference CRISP: Hybrid structured sparsity for class-aware model pruning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.512428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c6e9eaa-4d98-4789-a210-b8fb6bc047fd · outbound

This paper cites SiDA: Sparsity-inspired data-aware serving for efficient and scalable large mixture-of-experts models,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference SiDA: Sparsity-inspired data-aware serving for efficient and scalable large mixture-of-experts models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.497028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 595d1c73-9368-4ee5-bd45-9f8dca3311a6 · outbound

This paper cites Pre-gated MoE: An algorithm-system co-design for fast and scalable mixture-of-expert inference,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Pre-gated MoE: An algorithm-system co-design for fast and scalable mixture-of-expert inference,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.482173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 988327eb-ba2a-4be7-bd43-49f55dbfc221 · outbound

This paper cites AdapMoE: Adaptive sensitivity-based expert gating and management for efficient moe inference,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference AdapMoE: Adaptive sensitivity-based expert gating and management for efficient moe inference,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.467770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8507ceb6-87ca-42e7-b37e-b3d082d7d3c9 · outbound

This paper cites A survey of GPT-3 family large language models including ChatGPT and GPT-4,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference A survey of GPT-3 family large language models including ChatGPT and GPT-4,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.453536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 539fc3f5-ad92-48ad-8541-e0ace42dea8b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference LLaMA: Open and Efficient Foundation Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.778890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa618c3-99d0-451c-93a7-67e6393df335 · outbound

This paper cites Fast Inference of Mixture-of-Experts Language Models with Offloading.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Fast Inference of Mixture-of-Experts Language Models with Offloading

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.783360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed2c28e9-8269-41c1-8324-41066309e880 · outbound

This paper cites MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.788320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb4e50f-5ee7-413a-9eaa-faa6a961f59a · outbound

This paper cites EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.794212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea942e18-2646-415d-9a1b-fd7842426b9b · outbound

This paper cites Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.800871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d352c0b7-431e-4ad5-8976-171e2cfc135f · outbound

This paper cites A Review of Sparse Expert Models in Deep Learning.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference A Review of Sparse Expert Models in Deep Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.806150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767d8b57-d6e1-4d5c-82cb-0f3f3d364211 · outbound

This paper cites A Survey on Mixture of Experts in Large Language Models.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference A Survey on Mixture of Experts in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.812599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e31448d-3346-4ba4-9e2f-943cd5bc3577 · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.817456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dec7bdf-610e-4202-bad9-3a1f686760ab · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.824549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32f6b235-45f8-4656-8d93-220680d85c79 · outbound

This paper cites PIQA: Reasoning about physical commonsense in natural language,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference PIQA: Reasoning about physical commonsense in natural language,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.439151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 56b7f8a6-602f-4b48-afad-8736af1eebb5 · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Winogrande: An adversarial winograd schema challenge at scale,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.424160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c1d839a8-8de7-47f5-9754-645903e25c69 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Training Verifiers to Solve Math Word Problems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.840159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9b7004-a29d-4b8e-8c54-573156af9140 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Measuring Massive Multitask Language Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.844918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a54ea6-c18a-439e-9992-401f4453a7b7 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.850108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a4491b-e856-4852-bfb6-c91b9b5dd25e · outbound

This paper cites Rouge: A package for automatic evaluation of sum- maries,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Rouge: A package for automatic evaluation of sum- maries,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.409657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af324c84-3904-4053-bd60-ee5a914b1365 · outbound

This paper cites Transformers: State-of-the-art natural language process- ing,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Transformers: State-of-the-art natural language process- ing,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.394250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c6d66d4b-73d8-4e80-95b1-48ab6ba21c1f · outbound

This paper cites A framework for few-shot language model evaluation,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference A framework for few-shot language model evaluation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.377405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 86588315-eacf-453b-bb83-5555563fef45 · outbound

This paper cites ShareGPT,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference ShareGPT,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.358588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfd1d06a-c3c0-4c19-8ca1-4c5a772a21e7 · outbound

This paper cites DeepSpeed-MII,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference DeepSpeed-MII,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.342961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a67e9f58-4827-401a-9c8b-a4b2adc4ea9d · outbound

This paper cites GeForce RTX 4090,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference GeForce RTX 4090,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.325819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0a9b532a-2e72-4122-9c84-21d24e29b490 · outbound

This paper cites [Online].

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference [Online]

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.308071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3f05f789-4759-4ce3-8230-9f4ea368fa09 · outbound

This paper cites NVIDIA Hopper H100 GPU: Scaling performance,.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference NVIDIA Hopper H100 GPU: Scaling performance,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:53:55.290323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 234ab0fd-483d-4edf-844d-75e5d77a3a3f · outbound

This paper cites Available: https://zenodo.org/records/10256836.

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Available: https://zenodo.org/records/10256836

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T14:53:54.872936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 21df77bd-7575-4408-817d-5eea93f53ce4 · inbound

HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing cites this paper.

HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:16:54.707195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.