Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T11:08:06.182891Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.20005.
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 2026-08-01T11:08:06.182891Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
21 of 21 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 36611e5d-7f0f-4d94-bc63-27e57f764781 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems A Survey of AIOps Methods for Failure Management,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02bf9390-55a9-40b8-a23d-794ff149e85a · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Automatic Root Cause Analysis via Large Language Models for Cloud Incidents,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f874cd85-c705-4fb6-b806-084b15bc8ae8 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems X-Lifecycle Learning for Cloud Incident Management Using LLMs,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22832e8c-c896-4ff8-8987-52623f2f05be · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems How to Fight Production Incidents? An Empirical Study on a Large-Scale Cloud Service,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 956d67db-6f19-4052-99f0-e68c252d850e · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Benchmarking Microservice Systems for Software Engineering Research,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c7a5bc9-d950-4a0e-959e-04b851604922 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Chaos Mesh: A Cloud-Native Chaos Engineering Platform,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cb46ebc-eb45-4e86-92d1-c33da3149a2c · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f994ae6-f2bd-4f20-a53e-86a9ead92490 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Towards Intelligent Incident Management: Why We Need It and How We Make It,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d6f8dc-7dc1-43ec-b550-1fd1d78d3f17 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems MicroRCA: Root Cause Localization of Performance Issues in Microservices,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc60a189-e9fe-4ada-8d1a-3d351280fa7c · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Eadro: An End-to- End Troubleshooting Framework for Microservices on Multi-source Data,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa4e6ac-e678-4424-939c-25f5c68e0a70 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3bbf82a-b550-417c-897d-8e769bd68db8 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Altman,Constrained Markov Decision Processes
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0588fc14-7341-4aed-9f8e-d9d1c66ce659 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Constrained Policy Optimization,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b466703c-4cbb-45d9-bf27-67f7b8cce726 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Conservative Q-Learning for Offline Reinforcement Learning,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dca0b33b-3835-4a46-96e9-06ca65fa3462 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Pearl,Causality: Models, Reasoning, and Inference, 2nd ed
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d696f4c-b450-49a8-bcf1-8dd9ec23702a · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Recursive Partitioning for Heterogeneous Causal Effects,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c17c37b4-696f-41f2-bbbe-f1e3c7c11336 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Human-in-the-loop Machine Learning: A State-of-the-Art,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9640d214-4c94-448e-b79e-e9d66da7df2e · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Learning with Rejection,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea481733-e03b-4f7d-a581-02858875c2dc · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Fault Analysis and Debugging of Microservice Systems: Industrial Survey, Benchmark System, and Empirical Study,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638f74d0-5025-42db-a92d-f94ce0f0232f · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems Rollback Mechanisms for Cloud Management APIs Using AI Planning,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d7d8709-9efd-4d0d-b6ae-113e5eef6dc9 · outbound
Safe Remediation as Risk-Constrained Intervention Decision in Microservice Systems A Comprehensive Survey on Safe Reinforcement Learning,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.