Pith. sign in

Paper Citation Record · LEDGER

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed

As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2512.06493.

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

pith.paper-citation-record.v1
2512.06493 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T00:33:17.869817Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T07:14:40.706395Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T12:09:48.799548Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e526cdc5-5ea4-4f89-aaa7-2113bb8ad5cc · outbound

This paper cites 2024.Study on Integrated Sensing and Communication.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed 2024.Study on Integrated Sensing and Communication

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.985922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:c2d7ed7bcf268996e4993e9a045cf9037196844350f6437870e47936393eefaf

Observation 6bd152a7-272d-4c77-85f5-76f4db53f982 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.922494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:045e16e2243713e8d21f511147b78dd90f084e9fb85918613ffcf9b18a6df3f3

Observation ee38e8f0-3db4-4e86-acfd-83c796f9187f · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.979276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:93a82daaeca6d0aafef6555b528e984fb1dadf8cb2ef20b26b5a0c175be6d0a2

Observation 46e3811b-1bce-4df8-a008-ce67be82272a · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.976134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:8cdeededde930f5b2c1f19d2f621770a10cdf455b553e4379a88fddb88aef5ce

Observation 303503d2-c4e5-4529-841d-dd43f18e7bdf · outbound

This paper cites Chowdhury, Stefano Basagni, and Tommaso Melodia.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Chowdhury, Stefano Basagni, and Tommaso Melodia

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.931512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:ca4e679d2bbb38db9d3249afbf9890d722d4779225c3a2eefc325259f99673d2

Observation 5a331dd5-d83e-4b28-8d45-0570f61858a1 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:33:44.672418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:abe368c2239e1ace57f2a61b3fa420764da9419dd6b49bd07f70b08013184c10

Observation b42764ac-cdb4-4ac9-b263-f2ab820351a8 · outbound

This paper cites Stoller, Jacobus Van der Merwe, Kirk Webb, and Gary Wong.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Stoller, Jacobus Van der Merwe, Kirk Webb, and Gary Wong

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.982656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:45213ca6c69c4bfeb2e2002807d987db2e15fd05f9e3ebd3282def309c91bd67

Observation 910af8b7-07aa-4e32-b1ae-cb5f00cd4932 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.973002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:01df5edcf2633720ab36bbd5d0dee7b30e2cb853ec52fce8f6caa07c9008cff7

Observation 14ea2b52-85c1-447e-a030-606fa20e1cbd · outbound

This paper cites Energy-Aware CPU Orchestration in O-RAN: A dApp-Driven Lightweight Approach.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Energy-Aware CPU Orchestration in O-RAN: A dApp-Driven Lightweight Approach

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:33:44.678145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:55aa3e44d028707edd4fec8b3e61e290527a911b0453bd3b146e0839fbacb129

Observation 00e5ae47-4fbe-435e-9774-5bc531c02279 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.969198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:3cc199b31ade7588ae6ada9003db030b6140cef5800737072da1a134ffe1853c

Observation a9b90a02-d81b-47ee-a7b9-aa6a9160685c · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.997105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:bb3b9a48791dff838aa1e1c1c12e7664988c3936ba40c156b53aa324d6741644

Observation 39cdc2dd-c60d-4e4d-b2bd-f6c2da1bed8d · outbound

This paper cites Hulede, Oscar Venegas, Jonathan Ashdown, and Amitav Mukherjee.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Hulede, Oscar Venegas, Jonathan Ashdown, and Amitav Mukherjee

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.956297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:4ccae174d78c16f00e5428c794930a617d074490dd97b477d8454b0dc8fcea4e

Observation 4eb721ae-4006-4ef8-adf5-bfb6b3188c8f · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.960451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:a10036fff832fc4aab24a9179795e6911a68f2a17c299e00c753e2c35ac41c26

Observation 97811949-0647-44f2-8187-2d6240145ed8 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.965529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:278aea63482b7dfc0fefc3432048d08048ba0824a4bc509fb098cc2d104ea2e1

Observation 4b596dfe-5afc-460e-9039-0041779b3d3a · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.912791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:7164035c21b7c5f075d703b5eec848b0569edf26d737ad8639d992e64d74a048

Observation 0e988c2d-1588-4be9-bd8b-b87cd494da00 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.024597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:d60edea54c4f314b4f426c8354a293c90c866ae28789d4ce3d24470a62678f4e

Observation 95f539a5-66f2-44c1-9982-f3abc3202c67 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.908679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:8aad289b37acb8db037b196fc63e81edc8389a757b0981fd112693d36efc171a

Observation 1732c764-a6b0-43d3-b1c2-2b16842e99c2 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.032659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:feb3882cae7f1cbcf5d62c6fe485e9628620f8f7d788bf279771e10a897886c2

Observation 269909c8-2ad2-493d-a8f2-856d5a39ba74 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.015806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:79250ef0c870561c9afe0284abd0ca7bcd844d4d749e26d7906ec33e6f94fb6f

Observation cad618f6-ca81-4423-8432-f3cf1c58524e · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.002427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:56836bd3329eb169c9e6625b177a3ebd71182aea72237d62a038cb756b833e2d

Observation ca4afa19-ffba-473b-a6f3-ac4ec1d47055 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.012877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:cc9fbd7eeccfa7d34f3bb51ebb6e8365513667379dd1f6ab0c779490c9fc0986

Observation a4d62a1a-316f-486b-9a16-18adf09c3407 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.927385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:c8acc8263c65a1eddeb99719ecf716580108c530172275147c67dc9a8120bd4a

Observation 7f974b7c-f435-4d8b-80e3-d383c0d28c01 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.027371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:4c904678f8a15ea6321128d0313f2d081257adedeeccc74ef785f4c056a9aed8

Observation 8899c7db-2146-4e16-91c6-15c9cd7dd2de · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.046640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:f89731e4b330091940bc966983aade36577c834c897e1702b7ce1da47f415c91

Observation fb7c0936-c8ad-4bd1-8973-a483cc21aaf8 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.029929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:ce88b8d0b37fe133ae11165041bcdf4938cc117fc468eb5ae48afd0f22204186

Observation 5a419a4e-4b53-42c3-9163-3af6d3e04f94 · outbound

This paper cites Eldar, and Stefano Buzzi.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Eldar, and Stefano Buzzi

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.988697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:0bf6e3c6a03abdf379b4fd26bff99ae25bb2913719bc67d9fed0681d96797b34

Observation 6d1ff76b-9d85-4350-ba87-b70b19c3bab5 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.946750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:7a06d44b7618eaefec9299e910fd27c305635048994b511f7dac101f2b7328ea

Observation 0f4339d9-888b-410d-8053-cf67c8f20f64 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.940744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:29e0a068133250a5b3cdb0218476ba842294abd6fa9357d6351397c6cfe2c12a

Observation 3fc455a2-f182-4537-99ed-dd87b11c3e85 · outbound

This paper cites Petropulu, and Lajos Hanzo.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Petropulu, and Lajos Hanzo

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:45.018866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:8f7192ae951040211b4635753c2c2e935eb8a1b1915d99b045aef4b72c070259

Observation 1404c788-3c66-42e5-8ae2-344015c2cae3 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.049560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:c6388a81c430f936dd2e755954af57ef8442c797aedf4763712416953c4e9ab3

Observation 7406ea2e-d60a-4112-962b-47d461d45948 · outbound

This paper cites Neasamoni Santhi, Davide Villa, Michele Polese, and Tommaso Melodia.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Neasamoni Santhi, Davide Villa, Michele Polese, and Tommaso Melodia

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:45.010359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:87f65904d9b1743589d09ec1847a12e9faf141784c4744dcbd297f6fe5dbd609

Observation c48fc496-6c2d-4bd6-a919-7f3ac73668bb · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.007587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:e327bc2a627a76edcdffcd0820dcad0eec02abbe32e0d7b3799515effec28535

Observation 23a4d981-931f-4b08-a1f4-cd4caf5f6adc · outbound

This paper cites https://mediastorage.o-ran.org/ngrg-rr/nGRG-RR-2024-10- dApp%20use%20cases%20and%20requirements.pdf.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed https://mediastorage.o-ran.org/ngrg-rr/nGRG-RR-2024-10- dApp%20use%20cases%20and%20requirements.pdf

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.936814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:71ad55f79f268643df314e1cb1072390fe4a881f1b6adccd80ad6cd15b278fc6

Observation c3d61120-2eec-49ce-8186-9b1b9b4f1993 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.036177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:e2cfea92ab7e593fc44b2351b2833d776a1ffb12f521dc9335b424d368f36580

Observation 35de43a9-03f9-4e54-8241-c21aa4e0325b · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.044031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:eecf03e93b2d91b7e6a96361f68e353892fd89c64b738b7975ac2d216d3c5213

Observation 0eba0861-e15c-41a7-8bd9-53c540c8843a · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.021933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:8198d59519bb05d2aaa19abe0cf8ae300079f2f00416ea0c509cf6be5b94b076

Observation eed5d58e-aa92-4658-9520-68f8aefbcf0c · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.041416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:e77758a97d8432c57d787ab6c86d1836219a051d56eee80e841df244751afe2c

Observation d50bcfbe-7b48-4590-9869-713522a503da · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.918119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:513069f0d7060f50cbcc73a02577ca8cbb17a6bfd9e1cb6c2442f02a7f38e7a3

Observation ece209e9-4b96-47d8-8317-6521a95bcba3 · outbound

This paper cites IEEE Transactions on Instrumentation and Measurement71 (August 2022), 1–15.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed IEEE Transactions on Instrumentation and Measurement71 (August 2022), 1–15

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.994466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:b6977ad41a0c34b59e4d735fdd86616bebe4d38b5129533c225817601e8159c3

Observation 72001935-ddba-4a15-8faf-b824157a1276 · outbound

This paper cites Upadhyaya, Nishith Tripathi, Joseph Gaeddert, and Jef- frey H.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Upadhyaya, Nishith Tripathi, Joseph Gaeddert, and Jef- frey H

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:44.951210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:c5194fa1ef3e62430cef4514d3a7def318be92ce701df1f7195a7a0e70909bde

Observation 0dfeef96-6ca4-469f-a147-e68d9ce0d2ed · outbound

This paper cites Jornet, Tommaso Melodia, Michele Polese, and Dimitrios Koutsonikolas.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Jornet, Tommaso Melodia, Michele Polese, and Dimitrios Koutsonikolas

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T00:33:45.038940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:436584894c81e3dddb51a4e409a9d458ae565d0610757f35037c2ea9193757fe

Observation fe9361f4-c428-4b1b-9350-3636a7850ee7 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.999788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:96f643b6cdff8463f12c64b2fbb9ebbc66fcb97c9ef3b10af517d61c74990105

Observation e38b20ea-1a9d-415c-98eb-cce087952979 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:44.991523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:66b4a21f2b26ea1587a7cabd031b3735053f397b64fab1dfd283bc4feb542ef6

Observation 6365d43e-d768-4d55-b742-84d239b40753 · outbound

This paper cites an unresolved cited work.

Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-17T00:33:45.005000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-17T00:33:17.869817Z digest=sha256:ebe96fd8ccdc30d56cf8cb73dea8f32876dd16c670882b41dd1291ee1ed51d78

Pith citing papers

Observation 52efbb42-a0e6-4565-8740-12e469c1bf60 · inbound

ARCHES: Adaptive Real-Time Switching of AI Models for the RAN cites this paper.

ARCHES: Adaptive Real-Time Switching of AI Models for the RAN Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:06:11.139572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:05:23.622708Z digest=sha256:d77e1b1187ca6d7cb79b0d47d0f3a435be3a44ec209884f5916b073c8dbfe2d1

Observation ec3446c2-6be2-446c-b2c3-b7a6ee52613c · inbound

LOLLA: Deep Reinforcement Learning for Closed-Loop Link Adaptation Towards a GPU-Accelerated AI-RAN cites this paper.

LOLLA: Deep Reinforcement Learning for Closed-Loop Link Adaptation Towards a GPU-Accelerated AI-RAN Programmable and GPU-Accelerated Edge Inference for Real-Time ISAC on NVIDIA Aerial Testbed

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-04T12:09:48.800825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-26T07:14:40.706395Z digest=sha256:fb14409fc0fc46a070297418424ce76e00bcfea7bd42b167005618c65a80737a