Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:41:23.084749Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.12126.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:41:23.084749Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 683c34e4-8bab-4f00-b3c7-bd3a95c4646d · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI A Survey on Data Augmentation in Large Model Era
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9060683a-7135-40fe-9344-dea4f7408fed · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4ed7ba1-fbbe-4539-9db1-9cacca3c373f · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 932e1c65-df66-4451-b3de-362e90a5ecc8 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb491e4a-e7de-4d59-b19f-b195b5a2362f · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 59a70609-efe6-44f7-a0b3-d3be800fb745 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6fe768eb-0f85-4186-9106-692a27fe99a5 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15d93d87-1eae-4683-b7a3-5b3a00e49424 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1bd25630-d481-47c5-90d5-dd293fa66651 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 619a8e6c-5495-4c69-b5a0-8e091b483266 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d6cb0573-4163-4c21-b105-997b73d32e24 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Buyya, R
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c6737d09-945e-40bd-9910-e0b6a7d93bca · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Sun, J
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5bafc1d4-7b69-4d35-80fd-48db670b8fdd · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Lin, C
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 65c71710-7f19-45f1-a487-2f5271f4c48c · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI BBC News https://www.bbc.com/news/articles/cj5ll89dy2mo (2024)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f568d840-cac1-4e8c-af35-5c4872d1c4f6 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Zhao, W
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c9a51dbd-ab18-49a2-bf78-cab6dba75cbb · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6487be1b-1bbf-4e3a-b1ba-eb756bd7e96c · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Moore’s Law Forever? Science 299, 210–211 (2003)
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c7c2e994-a4f9-4738-8d93-069602296df7 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & van der Wiel, W
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3999823a-a171-4c9c-8fef-e1901a08a873 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 80388c98-953e-4187-a64f-b9d1d89cb8ca · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e0c6d1-418a-4337-acaa-c537bdcb6dfc · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 924426c5-bec2-4b05-b626-33bebf9ec2d9 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ee94ece-f664-4133-8a3d-b7e51b336dbd · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bd4ca60a-2963-40c9-badd-6dd379fa0b29 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55a28789-fde9-4c0a-823b-aa7b11433250 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22fd9da6-6906-45d9-af01-9679692eb7b1 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98202fd6-aeac-4def-9cf0-18f86fc566ad · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI 11 TOPS photonic convolutional accelerator for optical neural networks
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 39b98aa2-7f2d-4c46-bf35-6b3ae3b30410 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d5fafd9-534f-440c-b5c2-dc1ae1f18537 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb91547e-7173-4eb4-8d34-76c1818f1dde · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Zhang, J
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fe331500-5f4e-4972-8f70-76b683281b2b · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83fe79ee-d9a1-4a50-aaa9-ce38a52dd14c · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4a535fbe-996f-4f83-af82-7968a2b3095f · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3553318-7c09-4371-88d2-9ceebdc1acc6 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ec4601b8-e9b8-4314-9161-291fb8565fa8 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb01ff9f-2702-4209-a600-b9ad7c3ad693 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 544ec01b-6a9c-4a40-97cf-d08c829212f0 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 04714a87-4fed-4c65-add0-5ec23e4e03c4 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9337b456-c62a-4148-bebb-b25cf7814527 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 07f46260-2fa8-448b-9f3e-f38faefc36d1 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4cd17481-ce7a-4b8d-a2f6-6e18a8b7db56 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 599dbf6f-3e9f-4d6f-8c63-e862899b40ac · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 111de4cd-0957-4ed5-88bf-d2ee0650789c · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c927a960-f28e-40a0-ba3b-5ff9b5e52918 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9db394ae-1e6f-45dc-a901-c1fef8747cc5 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e2ddd951-bd7a-4bd6-98f0-3e13d986f128 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c14be03a-b110-45a3-869b-51eca6ff460a · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Van Noorden, R
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 57933971-3acb-4f0a-b709-b480844d5725 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI https://www.science.org/doi/10.1126/sciadv.adi5339 doi:10.1126/sciadv.adi5339
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb64ff76-640e-4d92-b2e9-f13a307948c5 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ef94b481-ea73-4a8e-9f2d-a445a46a5f47 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Since the light sources are positioned at the user end, OPUs in the optical computing center consume even less power
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a75728b5-4abc-4b65-92e8-4cdd937f7a0e · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI NVIDIA https://www.nvidia.com/en-us/data - center/h200/
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53ade364-ee1b-4cdb-a90e-a95470c8ce4d · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 35832134-7bbf-4c94-be69-d96e9cf9a7de · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ac6fc03e-0631-4b63-8f20-adf45b234a7f · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Efros, A
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ff076c5e-01a6-4bf9-9f3d-2e4ac6df5380 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI & Efros, A
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e593be14-7f09-4343-8c2e-4c7ea4f46496 · outbound
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.