Paper Citation Record · LEDGER

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ?

As of 5 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2604.26670.

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

pith.paper-citation-record.v1
2604.26670 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T13:25:55.403774Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy37
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 229a4339-ed13-4a0d-8872-376f7428e869 · outbound

This paper cites Understanding cloud-native applications after 10 years of cloud computing-a systematic mapping study.Journal of Systems and Software, 126:1–16.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Understanding cloud-native applications after 10 years of cloud computing-a systematic mapping study.Journal of Systems and Software, 126:1–16

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.251406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e6c39e06-dc51-4ffe-b9f2-cbe4516d8fdd · outbound

This paper cites Challenges and solution directions of microservice architectures: A systematic literature review.Applied sciences, 12(11):5507.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Challenges and solution directions of microservice architectures: A systematic literature review.Applied sciences, 12(11):5507

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.124666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b685e7fa-dfdf-4098-88a9-dfebb86fdeb5 · outbound

This paper cites Dependable microservices in the kubernetes era: A practitioners survey.Journal of Internet Services and Applications, 15(1):561–583.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Dependable microservices in the kubernetes era: A practitioners survey.Journal of Internet Services and Applications, 15(1):561–583

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.271122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46d03cf6-d936-4918-8d8a-dfb4bcb24520 · outbound

This paper cites Microser- vice vulnerability analysis: A literature review with empirical insights.IEEE Access.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Microser- vice vulnerability analysis: A literature review with empirical insights.IEEE Access

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.157481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5327e18f-bc22-4a61-a2be-d43805b2747f · outbound

This paper cites Microhecl: High-efficient root cause localization in large-scale microservice systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Microhecl: High-efficient root cause localization in large-scale microservice systems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.171378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6f1d9f7c-a880-4077-be8c-2dd870b42f70 · outbound

This paper cites Microrca: Root cause localization of performance issues in microservices.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Microrca: Root cause localization of performance issues in microservices

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.284536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f8614660-48d1-4c09-889d-a2f6af3d658a · outbound

This paper cites Root cause analysis of failures in microservices through causal discovery.Advances in Neural Information Processing Systems, 35:31158–31170.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Root cause analysis of failures in microservices through causal discovery.Advances in Neural Information Processing Systems, 35:31158–31170

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.116303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8df4c6c2-64e7-4724-a88f-241bf98bf2ec · outbound

This paper cites Cloudrca: A root cause analysis framework for cloud computing platforms.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Cloudrca: A root cause analysis framework for cloud computing platforms

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.188045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9af9ef31-1095-4a32-84ab-199299f5871e · outbound

This paper cites Cloudranger: Root cause identification for cloud native systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Cloudranger: Root cause identification for cloud native systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.191674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 11f472fb-5927-4474-a3dc-69496b9dbe82 · outbound

This paper cites Logrca: Log-based root cause analysis for distributed services.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Logrca: Log-based root cause analysis for distributed services

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.243509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8fa2e986-b826-4c82-8626-21446b96be04 · outbound

This paper cites Trace-based multi-dimensional root cause localization of performance issues in microservice systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Trace-based multi-dimensional root cause localization of performance issues in microservice systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.129080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 865ba6e6-53f8-414e-a6d1-793433c85e22 · outbound

This paper cites an unresolved cited work.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-27T05:48:39.149731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 00acbba8-895a-467a-b894-a2798f1bd0ae · outbound

This paper cites Eadro: An end-to-end troubleshooting framework for microservices on multi-source data.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Eadro: An end-to-end troubleshooting framework for microservices on multi-source data

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.176940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ad973af6-a21c-4efb-ae63-6aeb74a4cd98 · outbound

This paper cites Nezha: Interpretable fine-grained root causes analysis for microservices on multi-modal observability data.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Nezha: Interpretable fine-grained root causes analysis for microservices on multi-modal observability data

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.133539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f0d9a33d-b69a-40a3-b4d0-b319c9b4bc12 · outbound

This paper cites Mulan: multi-modal causal structure learning and root cause analysis for microservice systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Mulan: multi-modal causal structure learning and root cause analysis for microservice systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.181191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 43c1dc2d-23ea-4250-a76b-028c410fd9dd · outbound

This paper cites Diagnosing performance issues for large-scale microservice systems with heterogeneous graph.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Diagnosing performance issues for large-scale microservice systems with heterogeneous graph

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.239043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 05223c37-3336-4047-9e51-d2d38d408c17 · outbound

This paper cites Hg-pad: Heterogeneous graph structure learning aided performance anomaly diagnosis in microservice systems.IEEE Transactions on Services Computing.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Hg-pad: Heterogeneous graph structure learning aided performance anomaly diagnosis in microservice systems.IEEE Transactions on Services Computing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.142117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6dafd677-0acd-4b28-ac5a-81db87bcb43b · outbound

This paper cites CHASE: A Causal Hypergraph based Framework for Root Cause Analysis in Multimodal Microservice Systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? CHASE: A Causal Hypergraph based Framework for Root Cause Analysis in Multimodal Microservice Systems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:56:26.799453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f78af1df-1abb-4b70-9ff8-6aca7a19eb19 · outbound

This paper cites Art: A unified unsupervised framework for incident management in microservice systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Art: A unified unsupervised framework for incident management in microservice systems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.207740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bfaa930d-60c6-410f-b502-843fcd45eefd · outbound

This paper cites Interpretable failure localization for microservice systems based on graph autoencoder.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Interpretable failure localization for microservice systems based on graph autoencoder

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.137672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5b5e11c6-a7ab-45d2-a7af-e752260ece7a · outbound

This paper cites Failure diagnosis in microservice systems: A comprehensive survey and analysis.ACM Transactions on Software Engineering and Methodology, 35(1):1–55.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Failure diagnosis in microservice systems: A comprehensive survey and analysis.ACM Transactions on Software Engineering and Methodology, 35(1):1–55

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.292354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 72458729-ae4b-4568-96d0-847fdc8306a8 · outbound

This paper cites Diagnosing performance issues in microservices with heterogeneous data source.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Diagnosing performance issues in microservices with heterogeneous data source

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.195086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f1cd9c0-5953-4aff-a9fc-fd4645b84e52 · outbound

This paper cites Loggt: cross-system log anomaly detection via heterogeneous graph feature and transfer learning.Expert Systems with Applications, 251:124082.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Loggt: cross-system log anomaly detection via heterogeneous graph feature and transfer learning.Expert Systems with Applications, 251:124082

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.120448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c2f66f24-7cb8-4512-ad8b-a402d89fc4eb · outbound

This paper cites Horizontal pod autoscaling.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Horizontal pod autoscaling

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.212158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 32fa06a4-8d65-4cac-96e8-53b74d3b61df · outbound

This paper cites Diagnosing root causes of intermittent slow queries in cloud databases.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Diagnosing root causes of intermittent slow queries in cloud databases

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.296552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c6a8cfb7-f1a8-4670-91bc-7fbfa43ff910 · outbound

This paper cites Pearson Education.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Pearson Education

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.276489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1b58dcaa-963c-4776-aa49-ba5b932963ca · outbound

This paper cites Blue-green and canary deployments in devops: A comparative study.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Blue-green and canary deployments in devops: A comparative study

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.280435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a0aa0970-f386-4a30-abf0-9f9ab7324530 · outbound

This paper cites Automap: Diagnose your microservice-based web applications automatically.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Automap: Diagnose your microservice-based web applications automatically

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.218508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 83cb4b79-8992-4c26-9819-c1b600b393b7 · outbound

This paper cites Performance of 4 pre-trained sentence transformer models in the semantic query of a systematic review dataset on peri-implantitis.Information, 15(2):68.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Performance of 4 pre-trained sentence transformer models in the semantic query of a systematic review dataset on peri-implantitis.Information, 15(2):68

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.229899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 065d030e-376c-49f9-90dd-e736cb81c2eb · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.256398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e4c7a865-64e4-4253-9e21-e2bd69ee6320 · outbound

This paper cites Stl: A seasonal-trend decomposition procedure based on loess.J Off Stat, 6:3–73.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Stl: A seasonal-trend decomposition procedure based on loess.J Off Stat, 6:3–73

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.222466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aa5ca432-3c5a-4a5e-9990-4335ad92e6ca · outbound

This paper cites Some methods for classification and analysis of multivariate observations.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Some methods for classification and analysis of multivariate observations

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.288506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c41d8a3-07d8-4f92-8968-4f9134117ea1 · outbound

This paper cites Hierarchical grouping to optimize an objective function.Journal of the American statistical association, 58(301):236–244.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Hierarchical grouping to optimize an objective function.Journal of the American statistical association, 58(301):236–244

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.167073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9bbb9afe-c8c0-47f7-9d72-82a0d136a5fb · outbound

This paper cites Causalrca: Causal inference based precise fine-grained root cause localization for microservice applications.Journal of Systems and Software, 203:111724.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Causalrca: Causal inference based precise fine-grained root cause localization for microservice applications.Journal of Systems and Software, 203:111724

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.260753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 33351f01-b602-467f-a309-049ff5cadbde · outbound

This paper cites Robust failure diagnosis of microservice system through multimodal data.IEEE Transactions on Services Computing, 16(6):3851–3864.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Robust failure diagnosis of microservice system through multimodal data.IEEE Transactions on Services Computing, 16(6):3851–3864

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.153431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c2498947-2cde-4726-ad2a-43598128acd4 · outbound

This paper cites Actionable and interpretable fault localization for recurring failures in online service systems.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Actionable and interpretable fault localization for recurring failures in online service systems

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.267109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e99a58dc-6914-4276-a1c4-f0218ba47c5b · outbound

This paper cites Hipster shop - sample microservices application.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Hipster shop - sample microservices application

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.226153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 16bfad2a-f2d8-46d2-92c8-ee2157017d43 · outbound

This paper cites Online boutique - microservices demo application.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Online boutique - microservices demo application

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.162248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3027e4d1-bf87-463b-b331-fe13ac82cb40 · outbound

This paper cites Causal inference-based root cause analysis for online service systems with intervention recognition.

Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? Causal inference-based root cause analysis for online service systems with intervention recognition

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:48:39.234467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.