Paper Citation Record · LEDGER

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:1909.00995.

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

pith.paper-citation-record.v1
1909.00995 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:35:02.580793Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy3
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56df6013-f3a8-4341-a185-e10fdbaeb86e · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.415332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4189cd2-3a13-460f-b15e-d00b2c11482e · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.122638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c4ac21a-4772-4d74-a100-f3276246dc97 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.109560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8c8b8bb-c20a-43ee-a9fc-5a340f4e3423 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.097273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1149e70e-7245-47d2-95c7-23033ad7b1f8 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.084216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d0ce70f-212a-4efd-87da-fbc2e2b3a293 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.056809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fafdbeb9-e950-4acb-9e15-307e0eafbdc5 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.042255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2cf99df-1419-43e7-816a-9719a8e12426 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:03.014310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ed38b4a-714d-4cf4-8d72-ae49e45e74c3 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.999577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 52b671a0-fb4d-4689-a799-f3a07f4e3e42 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.985623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 670b4c2f-be37-43e7-95ca-da506c909c8e · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.971634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a0ac252-3808-4d4b-8818-d34d49ee6fc4 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.939269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b6e3043-422f-4a68-9527-cc39f035287a · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.486160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9a2c8c4-c61d-4bf2-81fa-3754907e2301 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.916615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a84c770-444e-45cc-9b5b-75ac661806ca · outbound

This paper cites In 2018 IEEE 11th International Conference on Cloud Computing (CLOUD).

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud In 2018 IEEE 11th International Conference on Cloud Computing (CLOUD)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:35:02.956820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69c2195c-f084-414d-a033-29d50a46b837 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Adam: A Method for Stochastic Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.500197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f11a058f-dfd6-48c0-9be3-e922dafb1dce · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.889939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09c9d68d-1d7e-4171-84b3-feddcc701982 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.876873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d76c6855-ffa6-425e-9c11-2208c0394da1 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.903248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f2129ff-3029-4807-9cfe-eb32780434f5 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.850930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4fe87d49-6baf-44fc-bc9f-83a5e179ab5e · outbound

This paper cites Wireless Network Intelligence at the Edge.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Wireless Network Intelligence at the Edge

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.520438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea89d6d9-8677-4c7b-8ae7-89ec2cc2a4a9 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.837693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dacb927c-88cf-4b5d-90d5-3ab2d472c4a8 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.863871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef13d72d-17f6-4c92-9fdf-96bc687b22a7 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.810112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f13a20c-072c-42ee-aa5a-426c9ff9ade2 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.796992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce225896-1fc8-4e7c-80c0-366070f9ae0c · outbound

This paper cites Horovod: fast and easy distributed deep learning in TensorFlow.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Horovod: fast and easy distributed deep learning in TensorFlow

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.540680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feed697c-468a-429d-9530-0f30a451b692 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.823969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 586af2ce-2880-4b32-b752-8ae275cee7a8 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.769036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f38b3081-32cb-430c-8688-9dbfc1d55979 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.755502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7c1e06ee-5352-47f9-9af0-702bcdcf432c · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.741583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f738727-34ed-472c-b510-ea15bb830208 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.782863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14a912f9-1258-44d7-8385-2b0b494213e1 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.711483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ddcef83-dcb6-41f2-96fa-a6aed8f36ad3 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.697764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d8487bf2-ab6e-4399-aa8c-aea061f0f0fd · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.684234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45c6d361-7ede-424a-9803-5bfa12620576 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.726952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c07e289d-0a1a-4aad-af9e-40680ba3ab20 · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.656675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 585dda2f-bd32-49b8-abd5-43d1ac63869c · outbound

This paper cites an unresolved cited work.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:35:02.670191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 075eced3-a966-4c9c-97f0-50cbed9473f3 · outbound

This paper cites In OSDI, Vol.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud In OSDI, Vol

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:35:03.027552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb53c838-8c16-4852-8a6d-10525f5dddf9 · outbound

This paper cites In OSDI, Vol.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud In OSDI, Vol

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-14T05:35:02.419958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46051ffd-4ec4-42a5-b3ea-21d04c63ade2 · outbound

This paper cites In Proceedings of the 35th International Conference on Machine Learning , Vol.

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud In Proceedings of the 35th International Conference on Machine Learning , Vol

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:35:03.070341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.