ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring | Paper Citation Record

Observation 3382fd46-a84f-484e-9970-d3f8543d14ec · outbound

This paper cites Lightweight and adaptive service api performance monitoring in highly dynamic cloud environment,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Lightweight and adaptive service api performance monitoring in highly dynamic cloud environment,

Reference 1

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Observation 129c9ec9-af55-4a15-b7bb-7cf076f99e84 · outbound

This paper cites The rise of “big data.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring The rise of “big data

Reference 2

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Observation 861dc1e3-b346-4e2e-96d0-40c52385b9e4 · outbound

This paper cites A systematic review on anomaly detection for cloud computing environments,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A systematic review on anomaly detection for cloud computing environments,

Reference 3

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Observation 3cb8297a-9332-44e8-8f30-da1332245e87 · outbound

This paper cites Robust and accurate performance anomaly detection and prediction for cloud applications: a novel ensemble learning-based framework,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Robust and accurate performance anomaly detection and prediction for cloud applications: a novel ensemble learning-based framework,

Reference 4

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Observation 8ec4095d-4424-4df7-a177-551c092bcd34 · outbound

This paper cites (2024, Nov.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring (2024, Nov

Reference 5

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Observation fdfa08e1-3881-457e-8f9d-ad30e59984d2 · outbound

This paper cites Architectural styles and the de- sign of network-based software architectures,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Architectural styles and the de- sign of network-based software architectures,

Reference 6

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Observation 77f303b6-90f0-465f-a459-37634f91c167 · outbound

This paper cites Microservice api evolution in practice: A study on strategies and challenges,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Microservice api evolution in practice: A study on strategies and challenges,

Reference 7

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Observation 6d5fb5a2-70f1-49bf-8e9e-2c7b66c57434 · outbound

This paper cites Towards a lightweight dis- tributed telemetry for microservices,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Towards a lightweight dis- tributed telemetry for microservices,

Reference 8

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Observation 9b47bc44-038a-47a5-8957-5773ccedca61 · outbound

This paper cites Anomaly detection in a large-scale cloud platform,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection in a large-scale cloud platform,

Reference 9

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Observation aec8fb0f-0875-4787-b665-f057f7ab698b · outbound

This paper cites Predicting cloud-native application failures based on monitoring data of cloud infrastructure,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Predicting cloud-native application failures based on monitoring data of cloud infrastructure,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.251765Z

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Observation 36bcffb3-eb4e-4a94-9829-d2cc9a1d0c20 · outbound

This paper cites Anomaly detection in large-scale cloud systems: An industry case and dataset,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection in large-scale cloud systems: An industry case and dataset,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.254798Z

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Observation 85e8e686-3e5d-42c3-a58e-d232eb4e37fb · outbound

This paper cites Survey cloud monitoring: A survey,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Survey cloud monitoring: A survey,

Reference 12

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Observation b6b72572-de20-4249-b512-4c86c2e0337b · outbound

This paper cites Machine learning based cloud computing anomalies detection,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Machine learning based cloud computing anomalies detection,

Reference 13

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Observation 9c53c6ff-81ea-431c-9883-a6ee47e42519 · outbound

This paper cites Monitoring data for anomaly detection in cloud-based systems: A systematic mapping study,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Monitoring data for anomaly detection in cloud-based systems: A systematic mapping study,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.264458Z

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Observation d5cc410b-cd34-40af-b880-72cca8139918 · outbound

This paper cites Operational-log analysis for big data systems: Challenges and solu- tions,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Operational-log analysis for big data systems: Challenges and solu- tions,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.266840Z

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Observation e9955166-54c8-4c04-8020-8d354ca8120f · outbound

This paper cites On Challenges of Cloud Monitoring.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring On Challenges of Cloud Monitoring

Reference 16

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Observation a3433ade-5c2e-44b4-8068-72b09cb0fb82 · outbound

This paper cites Dogfooding: Using ibm cloud services to monitor ibm cloud infras- tructure,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Dogfooding: Using ibm cloud services to monitor ibm cloud infras- tructure,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.272401Z

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Observation 4d8115c5-87bc-4ae4-85ce-f84e8fe86719 · outbound

This paper cites The challenging landscape of cloud monitoring,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring The challenging landscape of cloud monitoring,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.274888Z

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Observation ee7b7d74-bc51-4296-8dba-8228bda9a667 · outbound

This paper cites Anomaly detection in cloud compo- nents,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection in cloud compo- nents,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.277248Z

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Observation 95e028a6-0ffd-4b9e-9727-c2fd50752436 · outbound

This paper cites On the properties of neural machine translation: Encoder-decoder approaches,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring On the properties of neural machine translation: Encoder-decoder approaches,

Reference 20

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Observation 16064caf-9e3a-43f3-910c-a1b33b196ef8 · outbound

This paper cites Replication package of ClouDens,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Replication package of ClouDens,

Reference 21

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Observation fb0dab7f-83e9-4480-9604-55ce39416b4f · outbound

This paper cites Dataset for the paper.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Dataset for the paper

Reference 22

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Observation 30bce3e3-870c-4871-9053-3c6320d8d587 · outbound

This paper cites Evaluating real-time anomaly detection algorithms – the numenta anomaly benchmark,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Evaluating real-time anomaly detection algorithms – the numenta anomaly benchmark,

Reference 23

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Observation bcc02210-779c-4a36-bbf1-ea770220d490 · outbound

This paper cites Microsoft cloud monitoring dataset,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Microsoft cloud monitoring dataset,

Reference 24

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Observation de151460-5dac-4340-87b0-022f4385818a · outbound

This paper cites Exathlon: A benchmark for explainable anomaly detection over time series,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Exathlon: A benchmark for explainable anomaly detection over time series,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.295874Z

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Observation 89a9fb37-78b6-4b98-87ae-2a8412abc030 · outbound

This paper cites Dive into Time-Series Anomaly Detection: A Decade Review.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Dive into Time-Series Anomaly Detection: A Decade Review

Reference 26

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Observation f317229b-95f2-456b-94a7-debd3a14621e · outbound

This paper cites Advances in time-series anomaly detection: Algorithms, benchmarks, and evaluation measures,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Advances in time-series anomaly detection: Algorithms, benchmarks, and evaluation measures,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.301055Z

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Observation 847b6bb7-3bb7-4e28-bfb4-176c11e4e32b · outbound

This paper cites Gatev,Observability: Logs, Metrics, and Traces.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Gatev,Observability: Logs, Metrics, and Traces

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-01T15:58:08.303745Z

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Observation 54fbb414-cb63-48f2-9f76-dc11c8469344 · outbound

This paper cites Anomaly detection on interleaved log data with semantic association mining on log-entity graph,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection on interleaved log data with semantic association mining on log-entity graph,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.306505Z

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Observation 8a5333e7-ebcd-427b-bedd-4c8c81bf0496 · outbound

This paper cites Benchmarking anomaly detection across heterogeneous cloud telemetry datasets,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Benchmarking anomaly detection across heterogeneous cloud telemetry datasets,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.309360Z

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Observation a189870d-f202-4322-b520-a4eb28d3d316 · outbound

This paper cites Outlier detection for high dimensional data,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Outlier detection for high dimensional data,

Reference 31

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Observation 4f7602f0-f22d-47d8-97e4-7e9f56464775 · outbound

This paper cites Unsupervised anomaly event detection for vnf service monitoring using multivariate online arima,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Unsupervised anomaly event detection for vnf service monitoring using multivariate online arima,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.313980Z

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Observation 5c0d1c15-75ad-4a31-89bd-5efd5ee87f2e · outbound

This paper cites Framework for automatic detection of anomalies in devops,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Framework for automatic detection of anomalies in devops,

Reference 33

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Observation 8931201f-941c-4f34-b1d2-922c03a5d8b0 · outbound

This paper cites Anomaly detection and diagnosis for container-based microservices with performance monitoring,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection and diagnosis for container-based microservices with performance monitoring,

Reference 34

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Observation c91c0bd6-2082-4af9-be59-6e5f50cbbeb9 · outbound

This paper cites Delag: Using multi-objective optimization to enhance the detection of latency degradation patterns in service-based systems,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Delag: Using multi-objective optimization to enhance the detection of latency degradation patterns in service-based systems,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.321781Z

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Observation 1675876d-118d-4ecd-8526-6516718c72f2 · outbound

This paper cites Anomaly detection on openstack logs based on an improved robust principal component analysis model and its projection onto column space,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection on openstack logs based on an improved robust principal component analysis model and its projection onto column space,

Reference 36

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Source-reported events for the cited work

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

Observation 9d927b42-eb8b-4867-9cd4-18e806c7ce05 · outbound

This paper cites Performance anomaly detection using isolation-trees in hetero- geneous workloads of web applications in computing clouds,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Performance anomaly detection using isolation-trees in hetero- geneous workloads of web applications in computing clouds,

Reference 37

Resolution: verified exact; doi, observed 2026-08-01T15:58:22.102402Z

Source-reported events for the cited work

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

Observation bcd54160-f36b-4078-8241-f87a84c589b4 · outbound

This paper cites Anomaly detection of system behavior in cloud computing environments based on one-class svm,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection of system behavior in cloud computing environments based on one-class svm,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.329689Z

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Observation 7b9a1a84-3f4c-4b77-877d-64278abe68dc · outbound

This paper cites A comprehensive survey of anomaly detection techniques for high dimensional big data,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A comprehensive survey of anomaly detection techniques for high dimensional big data,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.332028Z

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Observation 91219719-f40f-474c-a6f4-90859f6a7354 · outbound

This paper cites A hybrid deep learning anomaly detection framework for intrusion detection,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A hybrid deep learning anomaly detection framework for intrusion detection,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.334644Z

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Observation 2c6d6258-286a-4ed1-9774-7427074caef4 · outbound

This paper cites Online malware detection in cloud auto-scaling systems using shallow convolutional neural networks,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Online malware detection in cloud auto-scaling systems using shallow convolutional neural networks,

Reference 41

Resolution: verified exact; doi, observed 2026-08-01T15:58:21.965298Z

Source-reported events for the cited work

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

Observation 6c87dd1c-d04c-4848-9474-531caf6c0a2c · outbound

This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learning,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Deeplog: Anomaly detection and diagnosis from system logs through deep learning,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.339625Z

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Observation aaf7d73e-2bd0-4f08-b0b1-ab640392471c · outbound

This paper cites Deep Anomaly Detection in Packet Payload.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Deep Anomaly Detection in Packet Payload

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.341896Z

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Observation a3220ca5-ff9a-488b-b310-b411e97e19a3 · outbound

This paper cites Reconstruction-based anomaly detection for the cloud: A comparison on the yahoo! webscope s5 dataset,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Reconstruction-based anomaly detection for the cloud: A comparison on the yahoo! webscope s5 dataset,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.344647Z

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Observation e0978cf3-0979-4ed0-96fb-629e58d34b9a · outbound

This paper cites Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.347134Z

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Observation 05060b27-5129-4086-a2e5-13e989d35703 · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.349576Z

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Observation ca0ab38c-a8ea-444e-ab6b-f8feaec3e440 · outbound

This paper cites Tracegra: A trace-based anomaly detection for microservice using graph deep learning,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Tracegra: A trace-based anomaly detection for microservice using graph deep learning,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.352181Z

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Observation 65fb49dc-643b-4366-bed2-2fb0a7a358c7 · outbound

This paper cites Lstd-mts: Anomaly detection with capturing long-term spatio-temporal dependence for multi-dimensional time series,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Lstd-mts: Anomaly detection with capturing long-term spatio-temporal dependence for multi-dimensional time series,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.354810Z

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Observation 846d4f21-f78e-44a9-9899-de8252ccf9da · outbound

This paper cites A survey on graph neural networks for time series: Forecasting, classification, imputation, and anomaly detection,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A survey on graph neural networks for time series: Forecasting, classification, imputation, and anomaly detection,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.357759Z

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Observation ad865421-1866-42a2-b370-256d1aa4acb8 · outbound

This paper cites Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.364700Z

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Observation 54285598-cc2b-4a15-85de-a82ee710b989 · outbound

This paper cites Graph Attention Networks.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Graph Attention Networks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.367975Z

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Observation 1e17f179-45c8-4673-beef-e09d71ce045d · outbound

This paper cites Graph neural net- works for metrics prediction in microservice architecture,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Graph neural net- works for metrics prediction in microservice architecture,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.370492Z

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Observation 893feb57-8cf5-4410-9732-41506f043b9d · outbound

This paper cites Explainable graph ensemble learning for multivariate time series anomaly detection in cloud microservice archi- tectures,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Explainable graph ensemble learning for multivariate time series anomaly detection in cloud microservice archi- tectures,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.372936Z

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Observation 0c3ab9dc-7863-4d3d-8ba3-25573999ccc0 · outbound

This paper cites A survey on unsupervised outlier detection in high-dimensional numerical data,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A survey on unsupervised outlier detection in high-dimensional numerical data,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.375096Z

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Observation a632a63f-3818-413e-a88e-bc660c0bfa8d · outbound

This paper cites A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.377381Z

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Observation bcad29d6-e318-477d-aca7-cc9f6e1b01a9 · outbound

This paper cites Long short term memory networks for anomaly detection in time series,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Long short term memory networks for anomaly detection in time series,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.382611Z

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Observation b6aa4d19-b574-4ac0-8f48-7ccae8a9ef44 · outbound

This paper cites Anomaly detection in clouds: Challenges and practice,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detection in clouds: Challenges and practice,

Reference 57

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Observation 58dff129-979a-467e-803b-ecb4ac46b9b9 · outbound

This paper cites Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices

Reference 58

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Observation c4cc7925-9e4e-4018-afbe-00b0e35f2026 · outbound

This paper cites Unsupervised real-time anomaly detection for streaming data,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Unsupervised real-time anomaly detection for streaming data,

Reference 59

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Observation 489d3536-7638-4d8b-ace1-c8787c14cf3e · outbound

This paper cites Reprint of: Mahalanobis, p.c. (1936).

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Reprint of: Mahalanobis, p.c. (1936)

Reference 60

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Observation ee3be682-a4f1-40ae-968e-730a3db08e26 · outbound

This paper cites Detecting multivariate outliers: Use a robust variant of the mahalanobis distance,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Detecting multivariate outliers: Use a robust variant of the mahalanobis distance,

Reference 61

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Observation 583fb50f-b71b-435a-a5f3-3ffa7ad8031d · outbound

This paper cites Temporal dependence mahalanobis distance for anomaly detection in multivariate spacecraft telemetry series,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Temporal dependence mahalanobis distance for anomaly detection in multivariate spacecraft telemetry series,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.396900Z

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Observation 3e2463f7-5556-4ba6-a585-e73f7558a9c1 · outbound

This paper cites A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Reference 63

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Observation 0a53e660-91b3-4431-8db9-ca4749f70e55 · outbound

This paper cites Anomaly detectors for multivariate time series: The proof of the pudding is in the eating,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Anomaly detectors for multivariate time series: The proof of the pudding is in the eating,

Reference 64

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Observation c68771ad-a833-496b-94a0-971b97dba414 · outbound

This paper cites A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.404435Z

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Observation 62a103e0-b86e-40d4-8fb0-3530494e46ae · outbound

This paper cites Pytorch geometric temporal: Spatiotemporal signal processing with neural machine learning models,.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Pytorch geometric temporal: Spatiotemporal signal processing with neural machine learning models,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.407083Z

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Observation a68f0d76-678c-45b7-b3dc-3fef05f45a48 · outbound

This paper cites Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series

Reference 67

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Observation 07df87ab-8557-4dbb-b0b3-97fbb60c5706 · outbound

This paper cites Wohlin, P.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Wohlin, P

Reference 68

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Observation f8e60ecc-8def-49b4-b6a8-2ae35f7d1fd0 · outbound

This paper cites Yin,Case Study Research: Design and Methods, ser.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Yin,Case Study Research: Design and Methods, ser

Reference 69

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This paper cites Available: https://doi.org/10.1016/j.comnet.2013.04.001.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Available: https://doi.org/10.1016/j.comnet.2013.04.001

Reference 2013

Resolution: verified exact; doi, observed 2026-08-01T15:58:22.816541Z

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Observation 0cf9f7fa-0d2c-443e-800c-bf129e3cb8fe · outbound

This paper cites On the Properties of Neural Machine Translation: Encoder-Decoder Approaches.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring On the Properties of Neural Machine Translation: Encoder-Decoder Approaches

Reference 2014

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Observation 8f8a8d5c-11d6-4682-bf86-4a9b13a6e270 · outbound

This paper cites A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.361219Z

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Observation 78c3a107-7c66-465e-849d-8409903f0d63 · outbound

This paper cites Available: https://arxiv.org/abs/2410.22377.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Available: https://arxiv.org/abs/2410.22377

Reference 2025

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