Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:27:25.464765Z
Paper Citation Record · LEDGER
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
As of 15 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 3 inbound Pith citation observations for arXiv:2506.02490.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T20:04:34.841056Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T23:27:28.083485Z
Reference resolution
69 of 69 outbound references displayed
- verified exact1
- verified fuzzy50
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1ba702ee-7bb2-43d1-be6d-8ec329b779f0 · outbound
This paper cites Kubernetes:production-grade container orchestration,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Kubernetes:production-grade container orchestration,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.419365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9628e66c-fb5c-4251-b8f3-21369fab56c2 · outbound
This paper cites Large-scale cluster management at google with borg,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Large-scale cluster management at google with borg,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.405968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 73dbad57-79cc-4bda-ae31-3dfacf8e57d9 · outbound
This paper cites Elastic cloud services: scaling snowflake’s control plane,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Elastic cloud services: scaling snowflake’s control plane,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.391870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4e06d749-605b-40d9-b9a5-275692da4ca9 · outbound
This paper cites Twine: A unified cluster management system for shared infrastructure,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Twine: A unified cluster management system for shared infrastructure,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.377656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 161e985d-c6a5-4077-a291-3dab843a4895 · outbound
This paper cites Cloud native 2023: The undisputed infrastructure of global tech- nology,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Cloud native 2023: The undisputed infrastructure of global tech- nology,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.363369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0a9bee23-7e3d-40b6-a94f-9914092ab739 · outbound
This paper cites Controllers and reconciliation,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Controllers and reconciliation,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.348969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 282d18e0-002d-4386-aa85-0874aba7920d · outbound
This paper cites Borg, omega, and kubernetes,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Borg, omega, and kubernetes,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.335457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 76d06381-07c3-49b4-98b8-1e508cd7a317 · outbound
This paper cites Acto: Automatic end-to-end testing for operation correctness of cloud system management,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Acto: Automatic end-to-end testing for operation correctness of cloud system management,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.321617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d35119be-7e37-4453-aac4-774a68553600 · outbound
This paper cites Anvil: Verifying liveness of cluster management controllers,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Anvil: Verifying liveness of cluster management controllers,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.307746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation da0a0995-5c72-4b3a-ba7d-f004c27b9875 · outbound
This paper cites Automatic reliability testing for cluster manage- ment controllers,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Automatic reliability testing for cluster manage- ment controllers,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.293211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eab21dda-f83a-4c1c-b34b-9b1a83b0f143 · outbound
This paper cites On byzantine fault tolerance in multi-master kubernetes clusters,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM On byzantine fault tolerance in multi-master kubernetes clusters,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.279256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 073ae7f7-8b50-4996-9313-baef75ed298a · outbound
This paper cites Kubernetes failure stories,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Kubernetes failure stories,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.263912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e11fc8e5-8693-46ca-9664-2af1d4551aff · outbound
This paper cites Weird ways to blow up your kubernetes,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Weird ways to blow up your kubernetes,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.247975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6edc9846-7031-43e4-ab38-3b7fdc3005c9 · outbound
This paper cites Preventing controller sprawl from taking down your cluster,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Preventing controller sprawl from taking down your cluster,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.232532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ce80d40c-9a43-4507-b2f2-415f91cb2691 · outbound
This paper cites Zookeeper pod keeps crashing when scaling down and up,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Zookeeper pod keeps crashing when scaling down and up,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.217882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d061464c-612c-4c37-a99e-f662f8965ce4 · outbound
This paper cites [bug] tidb operator unable to recover an unhealthy cluster even with manual revert,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM [bug] tidb operator unable to recover an unhealthy cluster even with manual revert,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.202523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 31d2b0d5-13f2-48af-861b-9f455bca4c29 · outbound
This paper cites Tidb operator unable to recover an unhealthy cluster even with manual revert,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Tidb operator unable to recover an unhealthy cluster even with manual revert,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.187001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 527fb2d2-0727-48ad-837d-593ad63c1a20 · outbound
This paper cites Jigsaw: Large language models meet program synthesis,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Jigsaw: Large language models meet program synthesis,
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.267583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c36d8c9f-f7cf-46f7-89e7-6a7303f781a2 · outbound
This paper cites Using deep learning to generate complete log statements,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Using deep learning to generate complete log statements,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.162720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 26ece245-a751-4cde-8ab3-3d5ed4906c9e · outbound
This paper cites Automated Repair of Programs from Large Language Models.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Automated Repair of Programs from Large Language Models
Reference 20
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T11:27:25.584909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a18c6ccc-1b38-4e78-906f-9c51e2ceee68 · outbound
This paper cites Studying the usage of text-to-text transfer transformer to support code-related tasks,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Studying the usage of text-to-text transfer transformer to support code-related tasks,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.147761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 62d0550d-ac54-4845-b922-cdacd31173c3 · outbound
This paper cites Recommending root-cause and mitigation steps for cloud incidents using large language models,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Recommending root-cause and mitigation steps for cloud incidents using large language models,
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.284882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a74e54c7-a6e1-4c87-b683-2e68e90cfdea · outbound
This paper cites Automated root causing of cloud incidents using in-context learning with gpt-4,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Automated root causing of cloud incidents using in-context learning with gpt-4,
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.288710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc01c40e-ffe4-48e9-94fa-fa2d279b66b7 · outbound
This paper cites Automatic root cause analysis via large language models for cloud incidents,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Automatic root cause analysis via large language models for cloud incidents,
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.292703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00a91288-d9a0-4b38-be91-5f77f95bf38e · outbound
This paper cites k8sgpt: Giving kubernetes superpowers to everyone,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM k8sgpt: Giving kubernetes superpowers to everyone,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.105122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0f25c0d4-1864-42f5-95bd-6af17f295123 · outbound
This paper cites X-lifecycle learning for cloud incident management using llms,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM X-lifecycle learning for cloud incident management using llms,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.089752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eefa6202-85fc-4957-8b04-af510c4ba29a · outbound
This paper cites Neo4j graph database and analytics,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Neo4j graph database and analytics,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.073748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1aabacd0-7bc9-40c8-9bea-551ac655d228 · outbound
This paper cites Picking pearl from seabed: Extracting arte- facts from noisy issue triaging collaborative conversations for hybrid cloud services,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Picking pearl from seabed: Extracting arte- facts from noisy issue triaging collaborative conversations for hybrid cloud services,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.057842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 107a8296-5902-40f8-a7f3-ebba8433bb05 · outbound
This paper cites An empirical investigation of incident triage for online service systems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM An empirical investigation of incident triage for online service systems,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.042105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ca17b7b9-a879-4c85-b051-38889ec02096 · outbound
This paper cites Continuous incident triage for large-scale online service sys- tems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Continuous incident triage for large-scale online service sys- tems,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.027188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8e6f5b8a-a570-4112-9e9c-a9dbfb7a74a2 · outbound
This paper cites Identifying linked incidents in large-scale online service systems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Identifying linked incidents in large-scale online service systems,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:26.011942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8dd6f6c5-2526-45f8-a9df-a8e2b6509e9f · outbound
This paper cites Dependency aware incident linking in large cloud systems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Dependency aware incident linking in large cloud systems,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.997465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 05090637-11df-49a2-bc61-d9cd1a9a4e00 · outbound
This paper cites Decaf: Diagnosing and triaging performance issues in large-scale cloud services,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Decaf: Diagnosing and triaging performance issues in large-scale cloud services,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.982954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation df040584-5cc3-4877-9bc9-01401d78eb2b · outbound
This paper cites Correlating events with time series for incident diagnosis,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Correlating events with time series for incident diagnosis,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.967103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3b3bd437-5a57-44de-a843-c0623bf4d11e · outbound
This paper cites Learning a hierarchical monitoring system for detecting and diagnosing service issues,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Learning a hierarchical monitoring system for detecting and diagnosing service issues,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.952571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b12b237f-4b77-4761-8854-11152d83bbd3 · outbound
This paper cites How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.938774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eee58062-d776-425f-b3f0-1f452018ae25 · outbound
This paper cites Log clustering based problem identification for online service systems,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Log clustering based problem identification for online service systems,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.924381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a34e44e6-408b-4e9f-ba5b-d3228232c6af · outbound
This paper cites An approach to cloud execution failure diagnosis based on exception logs in openstack,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM An approach to cloud execution failure diagnosis based on exception logs in openstack,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.909651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5187a2ff-8ac8-4103-938a-cb9c67c62fdc · outbound
This paper cites Eadro: An end- to-end troubleshooting framework for microservices on multi-source data,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Eadro: An end- to-end troubleshooting framework for microservices on multi-source data,
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.349890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a3b405-e1f9-4dab-8796-25d839ad3d96 · outbound
This paper cites Robust failure diagnosis of microservice system through multimodal data,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Robust failure diagnosis of microservice system through multimodal data,
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.353488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 340ffdc0-962c-42ab-98ac-7df04b50ddf9 · outbound
This paper cites Root cause analysis of failures in microservices through causal discovery,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Root cause analysis of failures in microservices through causal discovery,
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.357255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a264232-8791-4f95-a12f-a1a771895c38 · outbound
This paper cites Root cause analysis for microservice systems via hierarchical reinforcement learning from human feedback,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Root cause analysis for microservice systems via hierarchical reinforcement learning from human feedback,
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.361159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3973307-7fd4-4733-8297-7cf8fe240745 · outbound
This paper cites Causal inference-based root cause analysis for online service systems with intervention recognition,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Causal inference-based root cause analysis for online service systems with intervention recognition,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.859893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b6fe6097-f378-42bb-bb2e-16426f2f039f · outbound
This paper cites Practical root cause localization for microservice systems via trace analysis,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Practical root cause localization for microservice systems via trace analysis,
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.368765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f1a7403-0599-4701-b5dc-3daea9addf3c · outbound
This paper cites Mutiny! How does Kubernetes fail, and what can we do about it?.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Mutiny! How does Kubernetes fail, and what can we do about it?
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T11:27:25.564457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 56c38baa-8e33-468f-b536-58d2fc38a765 · outbound
This paper cites Iot anomaly detection via device interaction graph,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Iot anomaly detection via device interaction graph,
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.376078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf037932-c984-4dd5-9e82-21a1725299e3 · outbound
This paper cites Rapminer: A generic anomaly localization mechanism for cdn system with multi-dimensional kpis,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Rapminer: A generic anomaly localization mechanism for cdn system with multi-dimensional kpis,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.826823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b64ba64a-d26b-47b0-bef8-154df41d4b20 · outbound
This paper cites A Survey of AIOps for Failure Management in the Era of Large Language Models.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM A Survey of AIOps for Failure Management in the Era of Large Language Models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.383719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88f37adf-5b6e-404b-8dc6-33d0b4722cb8 · outbound
This paper cites Graph-based root cause analysis for service-oriented and microservice architectures,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Graph-based root cause analysis for service-oriented and microservice architectures,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.812879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 75ff29c6-03c3-46eb-a3e7-aeefe46b0ff4 · outbound
This paper cites Microrca: Root cause localization of performance issues in microservices,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Microrca: Root cause localization of performance issues in microservices,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.799584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 225ef763-c074-4280-8c89-ca5ad4db6171 · outbound
This paper cites Performance diagnosis in cloud microservices using deep learning,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Performance diagnosis in cloud microservices using deep learning,
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.784055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cf81cbeb-6fc5-4adc-9cce-7c17382c268d · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Evaluating Large Language Models Trained on Code
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.399825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecee670d-59f8-4137-8667-507e6d8a4c41 · outbound
This paper cites A systematic evaluation of large language models of code,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM A systematic evaluation of large language models of code,
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.403731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbf2b4e9-e7a3-4ad4-856b-22c2fe57f0c4 · outbound
This paper cites Repair is nearly generation: Multilingual program repair with llms,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Repair is nearly generation: Multilingual program repair with llms,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.760355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cdead06f-d4b9-4486-b29c-6a6029d58132 · outbound
This paper cites Vulre- pair: a t5-based automated software vulnerability repair,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Vulre- pair: a t5-based automated software vulnerability repair,
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.747612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1dceb68b-cbf2-4295-ad88-e5cc8c1bd2d5 · outbound
This paper cites RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.414616Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c51cb2-36c7-41da-9325-12e86989fcac · outbound
This paper cites Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.418411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 450d37aa-dbf8-42b7-a333-b81bfc661244 · outbound
This paper cites Exploring llm-based agents for root cause analysis,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Exploring llm-based agents for root cause analysis,
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.734764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 888449fd-5b49-4388-b120-17be4dcb5dde · outbound
This paper cites Welcome to graphrag,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Welcome to graphrag,
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.721264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1cfde34a-8cde-4b89-bcf9-29ba3cbc7e3e · outbound
This paper cites Cypher manual for neo4j graph data platform,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Cypher manual for neo4j graph data platform,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.708471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4037f0df-afeb-4a30-a7aa-93af6b9b2065 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Chain-of-thought prompting elicits reasoning in large language models,
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.434027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faf9b3df-27f1-4958-85e1-96d68f24cc75 · outbound
This paper cites Largescale system problem detection by mining console logs,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Largescale system problem detection by mining console logs,
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.685663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c4424a99-9bb9-4d03-aca0-bb52e4c22ac3 · outbound
This paper cites Spark: Cluster computing with working sets,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Spark: Cluster computing with working sets,
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:27:25.441726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a932498-904d-469a-8933-b7cf117e191d · outbound
This paper cites Unified engine for large-scale data analytics,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Unified engine for large-scale data analytics,
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.663697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cc799306-68e0-4adf-b967-650485d07a5f · outbound
This paper cites Graphframes: an integrated api for mixing graph and relational queries,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Graphframes: an integrated api for mixing graph and relational queries,
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.650803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 092c6e06-7e93-4857-9c53-9517426744f6 · outbound
This paper cites Graphframes overview,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Graphframes overview,
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.637290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eb165d33-4c90-44a1-898e-a5c09728f5b5 · outbound
This paper cites Assistants api overview beta,.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Assistants api overview beta,
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.624286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5ff6a19e-e76b-4938-8b82-fd638b45d8e1 · outbound
This paper cites Quickstart: Get started using azure openai assistants (preview),.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Quickstart: Get started using azure openai assistants (preview),
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.612022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc2ca7c7-c7ac-487b-a23a-708a8bcb2424 · outbound
This paper cites Pricing: Simple and flexible. only pay for what you use.
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Pricing: Simple and flexible. only pay for what you use
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:27:25.598626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation f58c20eb-376e-4c10-8bc7-13648fba204d · inbound
From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability cites this paper.
From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T10:55:28.636356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e6b502b4-3ca7-439c-a9bb-9d74227c5fef · inbound
Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought cites this paper.
Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T20:05:04.433146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea56b57e-6a85-45ea-a5c8-2ead466648be · inbound
Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents cites this paper.
Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T23:27:28.084973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.