Paper Citation Record · LEDGER

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.14802.

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

pith.paper-citation-record.v1
2501.14802 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:32:27.680709Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 618e08c5-37ae-44ce-8245-97ba555abe40 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:28.001269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6518d2f6-a9e5-4932-a24d-ab21c3b69ff7 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.987133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e3078aa7-7a85-479a-a43a-83ef3b256ac0 · outbound

This paper cites Think before you speak: Training Language Models With Pause Tokens.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Think before you speak: Training Language Models With Pause Tokens

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:32:27.597213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a565d1f-2725-448b-8732-2240d9a5f06a · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.973182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a3e7c826-aff0-48f5-894a-a6866d2209f2 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:32:27.608976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9f4b9f-0577-4f4f-bb06-755402bdd775 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.958804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3e90be55-92b1-4f16-82b6-bd2b03836f3e · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.944359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69885ee3-abe2-4e5d-8181-14df189ea442 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.930375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8cf96fc2-632f-4e1a-867f-93189c271a91 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.915884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2ac04868-e3b6-46df-8417-946699cf901b · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.902333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f76c3cd0-792e-43ea-bfaa-787cc2bb87d9 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.888206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cfe3ef30-abb2-42de-8da2-b0056b944a10 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.874375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 743405ef-c424-48b9-8674-51e12d103fd8 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.860036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95a3ab6e-9696-4b8a-96fa-0e04f457b199 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.844570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e59bb7aa-25bb-47ce-80dc-8c9a08ac40dd · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.828029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d880d6a0-448f-44be-95c8-920a93561c6e · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.812681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation acbf43da-e0b4-41a1-9388-915809ace16a · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.798121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7eca3412-3ecb-447e-8c0b-b8229d219e99 · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.783988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a024882b-f4d1-428a-9681-0f3cbf18f1fd · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.768447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c67ab383-680a-45c1-87a9-a8e88c76399d · outbound

This paper cites an unresolved cited work.

DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:32:27.751392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.