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Paper Citation Record · LEDGER

Online Identification of IT Systems through Active Causal Learning

As of 9 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2509.02130.

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

pith.paper-citation-record.v1
2509.02130 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:00:03.676069Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

78 of 78 outbound references displayed

  • verified exact3
  • verified fuzzy59
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc26ec25-9738-487d-8ce9-07ff5c8b2881 · outbound

This paper cites Policy driven management for distributed systems,.

Online Identification of IT Systems through Active Causal Learning Policy driven management for distributed systems,

Reference 1

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2968cc9a-77e7-4088-9104-98020267effb · outbound

This paper cites The vision of autonomic computing,.

Online Identification of IT Systems through Active Causal Learning The vision of autonomic computing,

Reference 2

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no resolver link, observed 2026-08-05T11:59:57.084119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation db5d7879-33af-42a3-bc31-4ef7334a4f10 · outbound

This paper cites Self-organization in communication networks: principles and design paradigms,.

Online Identification of IT Systems through Active Causal Learning Self-organization in communication networks: principles and design paradigms,

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 776244e8-d282-4cad-8570-ff1610b8c0d8 · outbound

This paper cites RFC 9315: Intent-based networking-concepts and definitions,.

Online Identification of IT Systems through Active Causal Learning RFC 9315: Intent-based networking-concepts and definitions,

Reference 4

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.604074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4d400255-8ac7-47cd-9527-70bc07e6e2a2 · outbound

This paper cites Smart zero-touch man- agement of UA V-based edge network,.

Online Identification of IT Systems through Active Causal Learning Smart zero-touch man- agement of UA V-based edge network,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.593433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 86626b7e-4d7f-47da-91e2-0423524552b1 · outbound

This paper cites Zero touch man- agement: A survey of network automation solutions for 5G and 6G networks,.

Online Identification of IT Systems through Active Causal Learning Zero touch man- agement: A survey of network automation solutions for 5G and 6G networks,

Reference 6

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.582558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7304b88a-9e9d-4863-a6b0-00a212dc0445 · outbound

This paper cites Pearl,Causality: models, reasoning and inference.

Online Identification of IT Systems through Active Causal Learning Pearl,Causality: models, reasoning and inference

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 56c7cceb-1c5b-445c-912a-4a4926770445 · outbound

This paper cites Complete identification methods for the causal hierarchy.

Online Identification of IT Systems through Active Causal Learning Complete identification methods for the causal hierarchy

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9cd6e59d-4cf1-4f1e-a786-591fe6327a84 · outbound

This paper cites Peters, D.

Online Identification of IT Systems through Active Causal Learning Peters, D

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T11:59:57.655822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:57.655822Z digest=sha256:11c49c7da5673baf0319386340c7a9ec009f2ad3906b336b0572e0debf364dbb

Observation caf5c5c9-23d0-4979-9756-db110d3ff394 · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 035824cc-58ef-4cec-aa05-db034651ce87 · outbound

This paper cites Online policy adaptation for networked systems using rollout,.

Online Identification of IT Systems through Active Causal Learning Online policy adaptation for networked systems using rollout,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 741aa6e9-e129-4d55-ac63-bb16e020ba17 · outbound

This paper cites Identification of non-linear system structure and parameters using regime decomposition,.

Online Identification of IT Systems through Active Causal Learning Identification of non-linear system structure and parameters using regime decomposition,

Reference 12

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.518738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:57.905579Z digest=sha256:efada11ebd90328428459f10d253740e3a91f61dd745c39e584d8fb8a1d0cd53

Observation 9c66f89d-1253-458e-87ed-eee5526fa3ff · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-05T11:59:57.964394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:57.964394Z digest=sha256:c24e7d151f66194ffdc1f217ceb58a91a97721938ec95cc8f0f71651d73e20b6

Observation fa4c6cf2-f97c-424b-9735-f9b00c3de982 · outbound

This paper cites Consistency of Gaussian process regression in metric spaces,.

Online Identification of IT Systems through Active Causal Learning Consistency of Gaussian process regression in metric spaces,

Reference 14

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.501600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5905a0ea-46e2-4a83-b5bb-02ca5fb7d85b · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 90c3a792-ee53-4d38-a499-04c8667539dc · outbound

This paper cites Bertsekas,Rollout, Policy Iteration, and Distributed Reinforcement Learning, ser.

Online Identification of IT Systems through Active Causal Learning Bertsekas,Rollout, Policy Iteration, and Distributed Reinforcement Learning, ser

Reference 16

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raw_fallback, observed 2026-08-05T12:00:07.482050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.249307Z digest=sha256:f5fb778ca523c50f740716f0d366fe10b08128ac972362fa4fa48f8bab2f745e

Observation ad5f5648-f71c-4138-85d1-86717e444881 · outbound

This paper cites Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation.

Online Identification of IT Systems through Active Causal Learning Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:00:04.117641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.348489Z digest=sha256:b676a5c47060d5528b245593af3bb0aeb74d304ab9b328dbecf22d6d3357f101

Observation 4ca631ca-ea99-4c2e-9ecc-509933f2f474 · outbound

This paper cites Adaptive Network Security Policies via Belief Aggregation and Rollout.

Online Identification of IT Systems through Active Causal Learning Adaptive Network Security Policies via Belief Aggregation and Rollout

Reference 18

Resolution
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no resolver link, observed 2026-08-05T11:59:58.453973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:58.453973Z digest=sha256:cd2dfd34ebfd65a416c4c8b7a71fad8db508710bbf9ae5b5905f33d942d37d3d

Observation f03c6a34-76f2-43a3-abfe-8677454b7d92 · outbound

This paper cites Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination.

Online Identification of IT Systems through Active Causal Learning Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination

Reference 19

Resolution
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local_arxiv, observed 2026-08-05T12:00:03.997091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.549982Z digest=sha256:3ef899f85747efdf81003cdd5185b504982f9f116b936630e6544c6fde26bf0f

Observation 223a0857-d51e-4940-909b-5d5ce2d84d50 · outbound

This paper cites Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization.

Online Identification of IT Systems through Active Causal Learning Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization

Reference 20

Resolution
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local_arxiv, observed 2026-08-05T12:00:03.873096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.630830Z digest=sha256:50ff96cf6ff55c2bf51b500d5a0911ba8e2e2695a713b84bfb3f9e671502a34f

Observation 53a8fd10-c090-4fb3-b997-2f8e91e5e591 · outbound

This paper cites Bertsekas,Reinforcement learning and optimal control.

Online Identification of IT Systems through Active Causal Learning Bertsekas,Reinforcement learning and optimal control

Reference 21

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.471933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1bbd1c38-3980-4360-bb94-2577597e874d · outbound

This paper cites Athena Scientific, 2018.

Online Identification of IT Systems through Active Causal Learning Athena Scientific, 2018

Reference 22

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raw_fallback, observed 2026-08-05T12:00:07.459069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 25e14830-d888-4ef2-b2e6-0532b4a34a66 · outbound

This paper cites Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces,.

Online Identification of IT Systems through Active Causal Learning Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces,

Reference 23

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raw_fallback, observed 2026-08-05T12:00:07.449457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.908010Z digest=sha256:e4d0fb6462197c18fed089a236889669fb74516e49cfc472a287a3df10433654

Observation c78e2a35-e232-4196-a2d0-bec6d4de9943 · outbound

This paper cites Available at: https: //flask.palletsprojects.com/en/2.1.x/, Accessed on: June 7, 2022.

Online Identification of IT Systems through Active Causal Learning Available at: https: //flask.palletsprojects.com/en/2.1.x/, Accessed on: June 7, 2022

Reference 24

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raw_fallback, observed 2026-08-05T12:00:07.438716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:58.979550Z digest=sha256:a27e13d3bb7d9ff15cadd958bca5ab9ac1501a26be5e51d82754f49c5ffc5b60

Observation c47dd91f-98e2-41ad-97c2-5cb0ba834eab · outbound

This paper cites Production-grade container orchestration,.

Online Identification of IT Systems through Active Causal Learning Production-grade container orchestration,

Reference 25

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raw_fallback, observed 2026-08-05T12:00:07.428214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1ebeb72a-0ef7-444a-a0d9-b1a9fbb0d0d2 · outbound

This paper cites Simplify observability, traffic management, security, and policy with the leading service mesh,.

Online Identification of IT Systems through Active Causal Learning Simplify observability, traffic management, security, and policy with the leading service mesh,

Reference 26

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raw_fallback, observed 2026-08-05T12:00:07.405488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.191154Z digest=sha256:84855fa78a90b9ca5132c0a0c9c5e47f272d2c582751d92f66ab9d7583c5c25a

Observation 52ff9555-561e-4e53-987e-ea544102bac7 · outbound

This paper cites Mongodb,.

Online Identification of IT Systems through Active Causal Learning Mongodb,

Reference 27

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raw_fallback, observed 2026-08-05T12:00:07.394035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.269198Z digest=sha256:e29c736df6982261550869c866ae9a1c87a1ff84c607c10d16f13d2346c808d9

Observation 887c0d4d-94b7-40bf-9a49-f18c64539746 · outbound

This paper cites Internet time synchronization: the network time protocol,.

Online Identification of IT Systems through Active Causal Learning Internet time synchronization: the network time protocol,

Reference 28

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.382453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.348937Z digest=sha256:7f14427db5c58f59fa912e32d331fe70b0773cac6b14a5b559a74c519dec86a0

Observation e74efb05-a57f-44b6-9e81-99c7333aa088 · outbound

This paper cites Source code and traces for the paper.

Online Identification of IT Systems through Active Causal Learning Source code and traces for the paper

Reference 29

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raw_fallback, observed 2026-08-05T12:00:07.371613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.448963Z digest=sha256:ae721ea903f4bbc5ad277d0a2d9f5a8c38d41800ab9f5b69fe33d2e92a24c18f

Observation 23d8d232-48ed-4a51-bbd8-019d0bb98e23 · outbound

This paper cites Intrusion prevention through optimal stopping,.

Online Identification of IT Systems through Active Causal Learning Intrusion prevention through optimal stopping,

Reference 30

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.361110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.510369Z digest=sha256:af4a795b03c84c959b9c43e2fa9fdaa25bfcdfdac908edfbfcc7749f5a4bafcf

Observation 74f154cc-4720-4205-8d1b-c9d986d25cf1 · outbound

This paper cites Learning near-optimal intrusion responses against dynamic at- tackers,.

Online Identification of IT Systems through Active Causal Learning Learning near-optimal intrusion responses against dynamic at- tackers,

Reference 31

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raw_fallback, observed 2026-08-05T12:00:07.350699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.601294Z digest=sha256:0c1b12a350bca09b321c2dd5f11af7e82452fe638988ea9a35e3a6e9ab2fc20d

Observation 67e924bc-f1f6-4f82-9318-9be88a527d0a · outbound

This paper cites Digital twins for security automation,.

Online Identification of IT Systems through Active Causal Learning Digital twins for security automation,

Reference 32

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.340179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.698240Z digest=sha256:0b1877297ef00879448f466fcc7f77bf2e19795b78bab28de2a59e84081ca434

Observation 538703b2-6dbf-4c6b-bbaf-e3979a3a370a · outbound

This paper cites Optimal security response to network intrusions in IT systems,.

Online Identification of IT Systems through Active Causal Learning Optimal security response to network intrusions in IT systems,

Reference 33

Resolution
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no resolver link, observed 2026-08-05T11:59:59.807156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:59:59.807156Z digest=sha256:2a62c4a74a06c9887c4ad75e0daa8d01600f1af7c7b7f73822beb50af494bb0c

Observation 5be57177-4d38-4668-a7ce-5db4991d0a32 · outbound

This paper cites Conditional density estimation of service metrics for networked services,.

Online Identification of IT Systems through Active Causal Learning Conditional density estimation of service metrics for networked services,

Reference 34

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raw_fallback, observed 2026-08-05T12:00:07.323132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.872281Z digest=sha256:ce4098ae06d4521344007fc106dfec7c7c52027f46c7eedf89233db973ab80e0

Observation c3a24384-9651-4336-a007-0872dc1afe90 · outbound

This paper cites Real-time Bayesian neural networks for 6G cooperative positioning and tracking,.

Online Identification of IT Systems through Active Causal Learning Real-time Bayesian neural networks for 6G cooperative positioning and tracking,

Reference 35

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raw_fallback, observed 2026-08-05T12:00:07.312331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.950772Z digest=sha256:0e2366a8fb0fd405c16ad586656905365050094c762a9196655b9146441d042c

Observation 78b6eb60-4cf1-43fb-9545-fcbbc4aeedb3 · outbound

This paper cites Local and global sparse Gaussian process approximations,.

Online Identification of IT Systems through Active Causal Learning Local and global sparse Gaussian process approximations,

Reference 36

Resolution
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raw_fallback, observed 2026-08-05T12:00:07.301573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.028572Z digest=sha256:a5b14fc59aedeb8d780d4e8eb223e3121db5283c7770377327d5ae742756f6b1

Observation 99dd9fa2-a909-4295-8128-a6749a1e2d23 · outbound

This paper cites Deep Gaussian processes,.

Online Identification of IT Systems through Active Causal Learning Deep Gaussian processes,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.291777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.121790Z digest=sha256:edb53e6ff81630276801a4cf8a3d8dc489536b01c10f9d96a3d936ef60a141a1

Observation 354f88a7-0234-4805-9a0f-0cc0663eac38 · outbound

This paper cites Hedging predictions in machine learn- ing,.

Online Identification of IT Systems through Active Causal Learning Hedging predictions in machine learn- ing,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.280871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.223836Z digest=sha256:ffc44805899ff174c8e52f10efe383bf360c7718c55eb990937ab215137fa07a

Observation 433c66ca-3a4b-4585-bf86-a7cefb1ffd97 · outbound

This paper cites V ovk, A.

Online Identification of IT Systems through Active Causal Learning V ovk, A

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.270162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.318119Z digest=sha256:2e5ed27086a3864be3393763445ff79332b1260b4ace63754b398ab16751b356

Observation 32d68717-ee7f-4cdb-bd9f-4afecd8e85a2 · outbound

This paper cites Garnett,Bayesian Optimization.

Online Identification of IT Systems through Active Causal Learning Garnett,Bayesian Optimization

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:00.440663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:00.440663Z digest=sha256:6b41ae44078e1c8017bee03ab0b82ada70dc090247623100dbd34f3ce3fcb825

Observation df91ed82-5557-4f30-b52e-2cbd1dd28fdb · outbound

This paper cites Ljung,System identification (2nd ed.): theory for the user.

Online Identification of IT Systems through Active Causal Learning Ljung,System identification (2nd ed.): theory for the user

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.253175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.522916Z digest=sha256:4573486976aa827d222479ee383dbaf03dd54bac55e3f174892390915ba2f806

Observation 93151824-84f7-4edd-b8bb-d2070be0a9fc · outbound

This paper cites System identification—a survey,.

Online Identification of IT Systems through Active Causal Learning System identification—a survey,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.242068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.610857Z digest=sha256:fe32afa1e8d33eca33c8e3e2c3991712cbb0c14fbf3cb28a465727b30c7bfde4

Observation 9ccc2986-d2bb-492f-b794-d4e748b5eab8 · outbound

This paper cites System identification using Kautz models,.

Online Identification of IT Systems through Active Causal Learning System identification using Kautz models,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.230732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.658382Z digest=sha256:c72bcaf68ab37e4211c35c0dcea2b7be46427fbb7743e1470574651f6c71807d

Observation 7e3ed6df-7c8f-4851-b904-ddd0709700b7 · outbound

This paper cites Finite-time identification of linear systems: Fundamental limits and optimal algorithms,.

Online Identification of IT Systems through Active Causal Learning Finite-time identification of linear systems: Fundamental limits and optimal algorithms,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.220340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.751844Z digest=sha256:b675acb2f146bdc7c8abc878f39f371c4ac28b84fc7cfccb41292a0803248bce

Observation dcbcd100-d5f3-4455-8918-d7fa4374f894 · outbound

This paper cites Active learning of MDP models,.

Online Identification of IT Systems through Active Causal Learning Active learning of MDP models,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.209865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.843647Z digest=sha256:93eeb8aaede8f7a2848f1d872fbf8b5fee6e901c8c7f5657ec60921a2b5c1faf

Observation 28d0c07d-3cbd-417d-80e9-b8e920e7731f · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:00:07.199218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:00.914910Z digest=sha256:77311a77f03fec4ca2be5ef90c4172742eb1b25b389e767ce1765677544f651a

Observation 4ff6fbdd-a6f6-4093-bc2e-25e3959e4fe5 · outbound

This paper cites Dyna, an integrated architecture for learning, planning, and reacting,.

Online Identification of IT Systems through Active Causal Learning Dyna, an integrated architecture for learning, planning, and reacting,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:01.011659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:01.011659Z digest=sha256:d70ea34b153463011e33754151230b9d397d135bc7a576ca92433afa1dc0ba22

Observation b4b7d82d-db46-4781-b145-602574575dfa · outbound

This paper cites An information-based learning approach to dual control,.

Online Identification of IT Systems through Active Causal Learning An information-based learning approach to dual control,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.173104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.127242Z digest=sha256:bf9a08127b1499e21fb270ad16fb8ab51f8bff3971914761f41b0f9d7f6f604e

Observation 55993f3d-4494-465b-bb4d-35afee7a5e5c · outbound

This paper cites Simultaneous identification and adaptive control of unknown systems over finite parameter sets,.

Online Identification of IT Systems through Active Causal Learning Simultaneous identification and adaptive control of unknown systems over finite parameter sets,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.161451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.214330Z digest=sha256:400a99ad28cd292a8241d9548e5dfea08ce2cf53e2f8f4b00b33c5961dc8ff11

Observation 8ba2e2a5-af6a-47df-b937-5af7dbfbdaf5 · outbound

This paper cites Reinforcement learning is direct adaptive optimal control,.

Online Identification of IT Systems through Active Causal Learning Reinforcement learning is direct adaptive optimal control,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.150082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.315873Z digest=sha256:bf558286ab8724527b0bb99b2829e05dcd0bdd40862f7a070a1e7b9ba7f9d8ff

Observation b83ff9f2-dca1-4fd9-a6f6-f359ffded1b3 · outbound

This paper cites an unresolved cited work.

Online Identification of IT Systems through Active Causal Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:00:07.137764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.392662Z digest=sha256:f4b99a6ed7fefef8d4a783094fbc3b0dea60d57eaebfe4342edd3c72e7e1ff96

Observation 3009be0e-1ab7-4b12-a3eb-1d3014c2ab83 · outbound

This paper cites Sufficiently informative functions and the minimax feedback control of uncertain dynamic systems,.

Online Identification of IT Systems through Active Causal Learning Sufficiently informative functions and the minimax feedback control of uncertain dynamic systems,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.125523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.494385Z digest=sha256:16f3fac308c501cd47032c367b87498d71c5278d3b69c7ad13eeaf70d6d35b29

Observation 167db83e-188f-468d-a5b7-c1f066b89605 · outbound

This paper cites Adaptive controller design for tracking and disturbance attenuation in parametric strict-feedback nonlinear systems,.

Online Identification of IT Systems through Active Causal Learning Adaptive controller design for tracking and disturbance attenuation in parametric strict-feedback nonlinear systems,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.115756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.602242Z digest=sha256:f694902d50a599eec58e52bb4c17aeb4b150982712e4681bd5ac33c8d5c56136

Observation 56450971-97c3-4cbd-9c3b-4f764812ecad · outbound

This paper cites Regret lower bounds for unbiased adaptive control of linear quadratic regulators,.

Online Identification of IT Systems through Active Causal Learning Regret lower bounds for unbiased adaptive control of linear quadratic regulators,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.104218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.753623Z digest=sha256:efe21cb40860348f363e20b0f08cb6546826abc05e50f4605cbb606ec4da960e

Observation 4e3688c2-ad6a-4b38-8be4-c2aa1bb20e1e · outbound

This paper cites On self tuning regulators,.

Online Identification of IT Systems through Active Causal Learning On self tuning regulators,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.093637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:01.918069Z digest=sha256:a351b76655a556ced7c36f3a84cf7960b51faf49f7e058328012ebd4403deb1a

Observation 50a89899-175a-48b4-9dbc-aa0b2a9aac6d · outbound

This paper cites Active learning for nonlinear system identification with guarantees,.

Online Identification of IT Systems through Active Causal Learning Active learning for nonlinear system identification with guarantees,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.082926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.050913Z digest=sha256:cf973faf3eac9c503ea51f01a1522588e8be9ec7387161bc9d1db4a4e4983f7e

Observation 357bc654-ebee-46ef-b5d3-28e9fce9e48b · outbound

This paper cites On adaptive control processes,.

Online Identification of IT Systems through Active Causal Learning On adaptive control processes,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.071465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.180201Z digest=sha256:ad304ac1b07db2413a4ba3565e0f0ead547748546076a69066229dbfc6fe3fe8

Observation eb55c33a-7040-4853-8ab4-23d38e7680de · outbound

This paper cites Causal Bayesian opti- mization,.

Online Identification of IT Systems through Active Causal Learning Causal Bayesian opti- mization,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.061649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.284414Z digest=sha256:25339149225bdecf80c563efacb9180ba73cd747c33c03fbf375afe5fa2690fd

Observation 0a9e3513-7e05-4132-8c1d-814d45a725b3 · outbound

This paper cites Dynamic causal Bayesian optimization,.

Online Identification of IT Systems through Active Causal Learning Dynamic causal Bayesian optimization,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.051416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.423401Z digest=sha256:859d740bdd359b606e5ab32f5d464cfd629d6f5d8a12c51515d461c7a6c664f5

Observation fa7efb78-8aa1-4c36-ac23-dfd3661b6e9d · outbound

This paper cites Model-based Causal Bayesian Optimization.

Online Identification of IT Systems through Active Causal Learning Model-based Causal Bayesian Optimization

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:02.564722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:02.564722Z digest=sha256:00b7e658dee6127fd22409dfd29700fb7571dead04226c2ec0dcc3e7c2aa8d7c

Observation f29b1d55-0390-45da-b992-6168ba6c8942 · outbound

This paper cites Active learning for optimal intervention design in causal models,.

Online Identification of IT Systems through Active Causal Learning Active learning for optimal intervention design in causal models,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.036067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.639141Z digest=sha256:06bd212a9a1c6150d3a38e6ef39a63e4de9a3d40d7044d62371cc0ced25ab74d

Observation 6d2c719b-5864-4068-a028-a3c9cc5ca907 · outbound

This paper cites Functional causal Bayesian optimization,.

Online Identification of IT Systems through Active Causal Learning Functional causal Bayesian optimization,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.994552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.665305Z digest=sha256:1119e9b49d197c1b2fe1be373330af93c6b6549634140404323a8f3d33661a60

Observation fa173aeb-8ea5-4826-af65-ea9e260ad919 · outbound

This paper cites Active learning of causal networks with intervention experiments and optimal designs,.

Online Identification of IT Systems through Active Causal Learning Active learning of causal networks with intervention experiments and optimal designs,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.723109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.739773Z digest=sha256:2282a0557136b707cde10717e33c91f45ebaa7efaf36893fcbab8e4a20c3733c

Observation 21f1755b-2580-4231-8ff2-796a48c561fb · outbound

This paper cites Sample efficient active learning of causal trees,.

Online Identification of IT Systems through Active Causal Learning Sample efficient active learning of causal trees,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.508960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.788438Z digest=sha256:6515123c120151e1cc04394310d618cf852c4b1ae3f7726eff2074e3aa3eda91

Observation 3a0fd395-a43e-4de8-9f4f-63c6b9cbd07b · outbound

This paper cites Fault localization using interventional causal learning for cloud-native applications,.

Online Identification of IT Systems through Active Causal Learning Fault localization using interventional causal learning for cloud-native applications,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.302427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.878209Z digest=sha256:6261605025147dea8013033b76e70067e32e646a3a3eb1fd38f425e3e76573a5

Observation 04b694af-0666-4b6a-a340-fd6262de6ddf · outbound

This paper cites Fault injection based interventional causal learning for distributed applications,.

Online Identification of IT Systems through Active Causal Learning Fault injection based interventional causal learning for distributed applications,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:06.073851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:02.934807Z digest=sha256:bf5522eadbae2467fdd49fb71f6a339c4527c7a51b681756e58bcfec9360aff1

Observation 95144c41-83f6-4022-b427-9ec3e8d47d65 · outbound

This paper cites Probabilistic Active Learning of Functions in Structural Causal Models.

Online Identification of IT Systems through Active Causal Learning Probabilistic Active Learning of Functions in Structural Causal Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:02.964269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:02.964269Z digest=sha256:8b9ddaf32d0fb020aceec2b97fc4ace58510d25c68217573125f4276607b4933

Observation b66daf23-c857-42f2-be5c-395045e7067e · outbound

This paper cites Active learning of continuous-time Bayesian networks through interventions,.

Online Identification of IT Systems through Active Causal Learning Active learning of continuous-time Bayesian networks through interventions,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.811576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.028627Z digest=sha256:a1240cef82b7409a8bbc4186bb07b46283b3a2e0946f7fb4ab5251b914feff50

Observation 02d3f312-6b47-4bb8-8fe8-067c0588f453 · outbound

This paper cites Multi-task causal learning with Gaussian processes,.

Online Identification of IT Systems through Active Causal Learning Multi-task causal learning with Gaussian processes,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.581724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.128995Z digest=sha256:ba24ffeb8592d73e40e14b47027355029cd6fba37497232862f0be15fa95e8f2

Observation 55e038d9-7196-4662-9581-85f145a1c25b · outbound

This paper cites Active Bayesian causal inference,.

Online Identification of IT Systems through Active Causal Learning Active Bayesian causal inference,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.324164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.223312Z digest=sha256:96f476a0de221d708efe38a89b080119f4957ee1e2d99ae79e3f7e83d6fb7e09

Observation 0f44270e-1fd7-4127-8477-7d436e61c3ea · outbound

This paper cites Active learning for parameter estimation in Bayesian networks,.

Online Identification of IT Systems through Active Causal Learning Active learning for parameter estimation in Bayesian networks,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:05.029270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.279011Z digest=sha256:a048da5148c975545de6d15b2672fef1264f6c210021d23ed53474bba26e69a7

Observation 0486a24b-4257-4a17-876c-ca2432b06d2c · outbound

This paper cites Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search.

Online Identification of IT Systems through Active Causal Learning Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.358200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.358200Z digest=sha256:bdd9d147efc234d83173a848a012062c5fe292d78c6667888c89173c4a2b2f6e

Observation 2dd09852-185f-4694-8494-9ca2ddb2cb7a · outbound

This paper cites Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation.

Online Identification of IT Systems through Active Causal Learning Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.420302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.420302Z digest=sha256:a26a2a2132dde88a86385621387e6b83ef1940271baa201704f985678be3be42

Observation be11bd4c-3222-424a-a70a-c8c19e90f8fd · outbound

This paper cites {ARCUS}: symbolic root cause analysis of exploits in production systems,.

Online Identification of IT Systems through Active Causal Learning {ARCUS}: symbolic root cause analysis of exploits in production systems,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.775520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.474795Z digest=sha256:9b0b394b8d64f8a5ae68f78015eed1f3c9589e4e768971a50aa25f1432f87348

Observation 5ffc6491-72cc-48f7-94ac-a6f9bcc34d80 · outbound

This paper cites Root cause analysis of failures in microservices through causal discovery,.

Online Identification of IT Systems through Active Causal Learning Root cause analysis of failures in microservices through causal discovery,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.548189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.537422Z digest=sha256:2799445ef57e2d095225e3a36c2ea410441fe76a6728920ad73d7d097cf927b1

Observation 9ad99044-3fc9-4df5-b66e-03a7dd0b704b · outbound

This paper cites Towards a timely causality analysis for enterprise security,.

Online Identification of IT Systems through Active Causal Learning Towards a timely causality analysis for enterprise security,

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T12:00:03.611486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:00:03.611486Z digest=sha256:ed7da7f3627e674fb5fcec2248aaa90e0dd9da8533bfc9e6316a6a0a25911711

Observation 987265a8-6251-4ef8-8cd3-56e81b6b8f36 · outbound

This paper cites Causality rea- soning about network events for detecting stealthy malware activities,.

Online Identification of IT Systems through Active Causal Learning Causality rea- soning about network events for detecting stealthy malware activities,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:04.315596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:00:03.676069Z digest=sha256:0833e88400864848d59209c4c2a5d2bc742959d69c79eb8ea5ad652398680926

Observation 5075ef06-b2cd-43c8-b54d-ad7191fdcdcc · outbound

This paper cites Available at: https://kubernetes.io/, Accessed on: June 7, 2022.

Online Identification of IT Systems through Active Causal Learning Available at: https://kubernetes.io/, Accessed on: June 7, 2022

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:00:07.417691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T11:59:59.123694Z digest=sha256:8785a9444853c35be7c4c5ff63e1bafbf72be687c35da62ef4e075bdb8ef11f7

Pith citing papers

No inbound Pith citation observations are available.