Paper Citation Record · LEDGER

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.21419.

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

pith.paper-citation-record.v1
2505.21419 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:35:51.293521Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

26 of 26 outbound references displayed

verified exact2
verified fuzzy1
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84a00867-3790-4150-8fc5-274332cb711d · outbound

This paper cites Language Models are Few-Shot Learners.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Language Models are Few-Shot Learners

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:48.358166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19c3385-9ca5-4d50-87f5-0620e15d150f · outbound

This paper cites AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:48.463675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02a86cc-e646-49a5-a679-46b50cc9bf4d · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:48.575183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c70f3c-167f-4719-a79f-f22764fc0fe3 · outbound

This paper cites RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:48.675181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ec3c41-43db-4ea8-a84e-af35dd5f5b47 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:53.645686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d56102a6-7383-4d42-8698-4b118e6119e7 · outbound

This paper cites LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:35:52.245174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f26e654d-f846-47ad-9f96-c003a78fbc6b · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.164367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 093b215c-9929-49a3-8f84-7501e531e583 · outbound

This paper cites Billion-scale similarity search with GPUs.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Billion-scale similarity search with GPUs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.232839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52186a6-2b47-442d-b084-6ffecb261c1d · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Dense Passage Retrieval for Open-Domain Question Answering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.315240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9512cd1c-d09f-461b-aac5-06209898f031 · outbound

This paper cites Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.414749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a9f7c8-c207-429f-9044-e21019ec3ddd · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.520050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3daed75-bef9-443c-b816-8575dc88503c · outbound

This paper cites Anomaly Detection of Tabular Data Using LLMs.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Anomaly Detection of Tabular Data Using LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.607025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c14360-25ce-4512-8f11-ac60c86788d8 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:49.713936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a18c2aeb-a197-4cb5-8775-e58c4a392c56 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:53.229116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0cc0ac3b-7042-435d-84be-99306bbe642c · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.105609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398dabe8-b1a5-4e4e-abb6-b3d7e4a562b3 · outbound

This paper cites Retrieval Augmented Code Generation and Summarization.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Retrieval Augmented Code Generation and Summarization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.235829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 180d61ca-582c-40ef-824f-6472ee8dbfbc · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.371531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf95738-9acf-414d-a9d9-551725dc1777 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:52.954917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b7571650-d0a3-4cb4-87de-0b3fef10025c · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:52.679336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62a309b3-7308-48a7-a086-c8d807847a2a · outbound

This paper cites Cross-System Software Log-based Anomaly Detection Using Meta-Learning.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Cross-System Software Log-based Anomaly Detection Using Meta-Learning

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:35:51.707354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e490b644-a333-4009-9e00-16fe67839eeb · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.905211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa097d71-1630-456b-893f-fd186f4f6de0 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:52.527142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfefa709-d15e-4cb2-be6a-3087fb903e83 · outbound

This paper cites an unresolved cited work.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:51.151526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa48997-669e-4203-af63-95916fd48dbd · outbound

This paper cites UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:35:51.502039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2541132e-f9fa-4458-8711-19ca8ceb2745 · outbound

This paper cites In 2016 IEEE/ACM 38th International Conference on Software Engineering Companion (ICSE-C).

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs In 2016 IEEE/ACM 38th International Conference on Software Engineering Companion (ICSE-C)

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:53.436225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a8da252-19a7-4cf4-946a-f45c19013287 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:48.890242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.