Paper Citation Record · LEDGER

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 3 inbound Pith citation observations for arXiv:2508.09173.

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

pith.paper-citation-record.v1
2508.09173 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:47:16.607922Z

measured 41 of 41 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:36:30.511290Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:36:31.110442Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1d93822-cd46-4ae2-93c4-da9b7ad90fbe · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.873897Z

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 96b6b52a-8787-44c5-a4c5-48423d3409e3 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.859257Z

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 8b71a8a1-d82f-46c7-9e34-20dacf974c82 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.844783Z

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 8cb332fb-702c-4c3b-b701-d57b64354728 · outbound

This paper cites (2025).688 Clinically meaningful interpretability of an ai model for ecg classification.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices (2025).688 Clinically meaningful interpretability of an ai model for ecg classification

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:47:17.830903Z

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 db1b149e-cf80-48a9-a0ec-946f56648c97 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.816104Z

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 c0b933ae-3252-49e5-9bbb-eb66d478eb4a · outbound

This paper cites Combining Hough Transform and Deep Learning Approaches to Reconstruct ECG Signals From Printouts.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Combining Hough Transform and Deep Learning Approaches to Reconstruct ECG Signals From Printouts

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T23:47:14.684571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9f9796c-65d7-4584-9a4c-5dbd5e38eca9 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.802545Z

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 0770b140-57c7-4865-8261-6670213d65d3 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.788652Z

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 aa8a8127-6768-40b0-bfea-dd4f32e34ecf · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.775063Z

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 fc1d8920-077b-4f10-b670-0a6a95e61569 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.761093Z

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 c5a9c6f8-5109-48c0-8b42-843cf1657735 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.747309Z

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 7711abd4-f227-4411-bbcf-aadd682f2596 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.733125Z

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 cc58b942-4a8d-488e-bad3-5a93b15dafbe · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.719623Z

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 b3ae524f-3f3e-4030-b0d8-6b2568c38a0b · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.704733Z

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 29cedc66-f3fd-4c3b-902f-d14075b4cbc6 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.690235Z

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 de7b989f-be60-4ae6-ba16-3b908eee2c4b · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.675259Z

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 a3568555-1571-4311-959c-884b930a9101 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.660364Z

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 47923e86-23dc-456d-bb30-f2e0aa9bb883 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.646358Z

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 3fd335cb-2508-486d-a0df-9a1fe5f887ef · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.631609Z

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 8f008155-1940-41cf-98ff-6c8d8c5c5bdf · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.617661Z

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 b792971b-0d60-4ed3-8567-236116b85d7e · outbound

This paper cites Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T23:47:15.378798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0c421e-35c8-41e3-b349-c93b47d4d4f4 · outbound

This paper cites 741 (2024).

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices 741 (2024)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:47:17.603374Z

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 d6367f94-efbe-48e3-bba6-8b3f1d849ae6 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.588555Z

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 74c57d33-138e-45e2-bb27-5f8ccbfd5fea · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.574540Z

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 984a23f2-da86-40a3-9ad0-76c51312073a · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.560036Z

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 15852e84-ecc2-4bc8-af5c-f077f22cb914 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T23:47:15.686442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bacad74-e681-4c60-b47d-01037c542e60 · outbound

This paper cites TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T23:47:15.708209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1de61f1-f7b7-4ee4-b38f-a8c8bbf2702c · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.545705Z

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 7bdc843e-2ac4-4029-891d-c5f7a94db94b · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.530982Z

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 ee46f264-ae85-4c72-a510-f5d2d8ee0386 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.516168Z

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 1f091ed9-2457-417b-b79a-947b7592a2fb · outbound

This paper cites Holmes: Health online model ensemble serving for deep learning models in intensive 767 care units.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Holmes: Health online model ensemble serving for deep learning models in intensive 767 care units

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:47:17.501509Z

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 a28a9046-de5b-4a2f-a125-3c832db1057b · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.485200Z

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 9b7fca26-f115-4bdd-828b-3b1eb47efeab · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.469170Z

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 1f18fb36-eb34-4290-a35b-26ceb6da362c · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.455228Z

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 b5e914fe-cba4-4869-84b9-6725111977c6 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.424499Z

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 5558f2b1-8f5f-4c33-80db-6e7871bc98e8 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:17.195530Z

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 228ef4df-cb2c-4f82-8fae-d6107200e7f7 · outbound

This paper cites an unresolved cited work.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:47:16.975504Z

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 7fc2751b-4e1f-4e95-bab6-0111d94f99c5 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T23:47:16.607922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1b862fe4-0174-445f-94a7-84325f450736 · inbound

HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring cites this paper.

HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring Camel: Energy-Aware LLM Inference on Resource-Constrained Devices

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:36:31.116405Z

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 f44b4fc3-a9f8-4ae9-b045-36355823efbc · inbound

LUVE : Latent-Cascaded Ultra-High-Resolution Video Generation with Dual Frequency Experts cites this paper.

LUVE : Latent-Cascaded Ultra-High-Resolution Video Generation with Dual Frequency Experts Camel: Energy-Aware LLM Inference on Resource-Constrained Devices

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T00:09:58.230875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0367246-cb92-4633-87b6-c99e6cb0bc7f · inbound

Seeing is Free, Speaking is Not: Uncovering the True Energy Bottleneck in Edge VLM Inference cites this paper.

Seeing is Free, Speaking is Not: Uncovering the True Energy Bottleneck in Edge VLM Inference Camel: Energy-Aware LLM Inference on Resource-Constrained Devices

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T02:27:00.146927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.