Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services | Paper Citation Record

Observation 20c05aad-c463-4039-a214-26a7f4e36541 · outbound

This paper cites Outage detection via real -time social stream analysis: leveraging the power of online complaints ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Outage detection via real -time social stream analysis: leveraging the power of online complaints ,

Reference 1

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This paper cites #facebookdown: Time to panic or detox? Understanding users’ reactions to social media outage ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services #facebookdown: Time to panic or detox? Understanding users’ reactions to social media outage ,

Reference 2

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Observation 3dcf9f42-9872-405c-be0d-44f251077ddc · outbound

This paper cites Software Reliability Modeling Survey,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Software Reliability Modeling Survey,

Reference 3

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Observation 0bc64863-376e-40e9-b3ba-41f405a348db · outbound

This paper cites Software Reliability Growth Model,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Software Reliability Growth Model,

Reference 4

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This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:28.414751Z

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Observation 952d0b5f-413c-48ad-b389-cca186cf78a9 · outbound

This paper cites Theory and Practice.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Theory and Practice

Reference 6

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This paper cites https://agilemanifesto.org/.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services https://agilemanifesto.org/

Reference 7

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This paper cites A decoder-only foundation model for time-series forecasting.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services A decoder-only foundation model for time-series forecasting

Reference 8

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This paper cites Time -Dependent Error -Detection Rate Model for Software Reliability and Other Performance Measur es,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Time -Dependent Error -Detection Rate Model for Software Reliability and Other Performance Measur es,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.377121Z

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Observation cc73c186-4e4f-4ddf-856b-c5108aee8698 · outbound

This paper cites Software Reliability Growth Modeling: Models and Applications,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Software Reliability Growth Modeling: Models and Applications,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.364669Z

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This paper cites In: Software Reliability Handbook.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services In: Software Reliability Handbook

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.351999Z

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services The use of reliability growth models in project management,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.340224Z

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Observation cffef42c-cd8e-43ce-ac48-c7a07d0c4c08 · outbound

This paper cites What bugs cause production cloud incidents? ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services What bugs cause production cloud incidents? ,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.327952Z

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This paper cites Norming to Performing: Failure Analysis and Deployment Automation of Big Data Software Developed by Highly Iterative Models,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Norming to Performing: Failure Analysis and Deployment Automation of Big Data Software Developed by Highly Iterative Models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.314400Z

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Observation d489dbaa-ebf4-4e82-9335-2eda02dbf5ef · outbound

This paper cites How to fight production incidents? An empirical study on a large -scale cloud service ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services How to fight production incidents? An empirical study on a large -scale cloud service ,

Reference 15

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Observation e1d503f9-b4ee-472d-b601-72a9fb44b7e5 · outbound

This paper cites Debugging Incidents in Google’s Distributed Systems: How experts debug production issues in complex distributed systems,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Debugging Incidents in Google’s Distributed Systems: How experts debug production issues in complex distributed systems,

Reference 16

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This paper cites Outage-Watch: Early Prediction of Out ages using Extreme Event Regularizer,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Outage-Watch: Early Prediction of Out ages using Extreme Event Regularizer,

Reference 17

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Observation a5801622-349d-4dd4-89f9-6f1ff3f40465 · outbound

This paper cites Albeverio, V.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Albeverio, V

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.263449Z

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 de5d188d-ad0c-4842-b17b-0702607ffe84 · outbound

This paper cites Extreme events: dynamics, statistics and prediction,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Extreme events: dynamics, statistics and prediction,

Reference 19

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This paper cites Haan and A.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Haan and A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.239935Z

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

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This paper cites Time -series extreme event forecasting with neural networks at Uber,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Time -series extreme event forecasting with neural networks at Uber,

Reference 21

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This paper cites Forecast verification for extreme value distributions with an application to probabilistic peak wind prediction,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Forecast verification for extreme value distributions with an application to probabilistic peak wind prediction,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.216228Z

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This paper cites Modeling extre me events in time series prediction ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Modeling extre me events in time series prediction ,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.203304Z

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This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:28.191010Z

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

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This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:28.179435Z

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This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:28.167770Z

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This paper cites Are Transformers Effective for Time Series Forecasting? ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Are Transformers Effective for Time Series Forecasting? ,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.154933Z

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Observation e3e0451a-6edd-456a-bf4a-b6ccc6715e10 · outbound

This paper cites One Fits All:Power General Time Series Analysis by Pretrained LM.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services One Fits All:Power General Time Series Analysis by Pretrained LM

Reference 28

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Observation 9af9dbc2-5293-472b-a2f7-da1d7c914411 · outbound

This paper cites Bidirectional recurrent neural networks,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Bidirectional recurrent neural networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.141827Z

Source-reported events for the cited work

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Observation 42d53b7b-14d5-402c-8a54-e614816258d9 · outbound

This paper cites Outage prediction and diagnosis for cloud service systems,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Outage prediction and diagnosis for cloud service systems,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.129602Z

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 be2ed013-e555-45c0-af4d-c34a6bfdd661 · outbound

This paper cites Real-time incident prediction for online service systems,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Real-time incident prediction for online service systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.116924Z

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 d71bac94-cbce-42e5-9a84-6ea5397f96f5 · outbound

This paper cites Fighting the Fog of War: Automated Incident Detection for Cloud Systems ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Fighting the Fog of War: Automated Incident Detection for Cloud Systems ,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.104826Z

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 a02b757a-6743-4e39-9a2a-32cbddb0761b · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Adaptive performance anomaly detection for online service systems via pattern sketching,

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.092803Z

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 545255b5-f864-4cea-a4d9-b0ae06570b89 · outbound

This paper cites Fault detection and diagnosis using combined autoencoder and long short -term memory network ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Fault detection and diagnosis using combined autoencoder and long short -term memory network ,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.080113Z

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Observation 07b8b6e1-315a-40c2-a6ac-f65a600ce8f2 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Deep convolutional neural network model based chemical process fault diagnosis,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.066211Z

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 4146baf3-5976-46a0-bcf1-fe2c3f57b2ef · outbound

This paper cites Cross-dataset time series anomaly detection for cloud systems ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Cross-dataset time series anomaly detection for cloud systems ,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.052432Z

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 a111c7d9-42d9-4a12-8eef-3802695ed9b3 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Large scale predictive analytics for hard disk remaining useful life estimation ,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.039704Z

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 35a5c884-5415-4c57-b062-6a7ff8663075 · outbound

This paper cites Making disk failure predictions smarter! ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Making disk failure predictions smarter! ,

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.027297Z

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 1475d5fb-c14d-482e-8ba6-54cedff3a7d9 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Predicting Failures in Hard Drives with LSTM Networks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.015546Z

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 402f1e9d-fe59-4a91-8317-3604f12aa7fe · outbound

This paper cites A multimodal anomaly detector for robot-assisted feeding using an LSTM-based variational autoencoder ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services A multimodal anomaly detector for robot-assisted feeding using an LSTM-based variational autoencoder ,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:28.002867Z

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 0138c21f-6864-4cc5-98ed-1db6dc5ad678 · outbound

This paper cites Robust anomaly detection for multivariate time series through stochastic recurrent neural network,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Robust anomaly detection for multivariate time series through stochastic recurrent neural network,

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.989147Z

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 c8a90473-62e2-413d-9ce5-8ccb042ee1ad · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services TranAD: deep transformer networks for anomaly detection in multivariate time series data ,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.976147Z

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 6944fcfe-e426-4619-b093-4f1cba8cbd7e · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services ARIMA models to predict next -day electricity prices,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.964599Z

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 6a6e9b68-04b7-4ec3-b4a6-1cf26bbbc6e1 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services ARIMA -Based Time Series Model of Stochastic Wind Power Generation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.952332Z

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 ac10d5d7-413e-4350-9c76-250eb1586df7 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Stock Price Prediction Using the ARIMA Model,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.941936Z

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 a554e249-308c-4c46-9935-51d91f2c73af · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Workload Prediction Using ARIMA Model and Its Impact on Cloud Applications’ QoS,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.931305Z

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 62fd57e1-279c-434c-87d2-819957c10db0 · outbound

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Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Forecasting seasonals and trends by exponentially weighted moving averages,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.920165Z

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 8e99e445-6d9d-4176-b692-797c49ae285a · outbound

This paper cites Greedy function approximation: a gradient boosting machine,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Greedy function approximation: a gradient boosting machine,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.909441Z

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 0164e50f-f032-4b04-aed0-a53890040f49 · outbound

This paper cites Recurrent Networks and NARMA Modeling,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Recurrent Networks and NARMA Modeling,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.897659Z

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 2867ffc2-16c6-464e-bb91-9f4bd5b0e39b · outbound

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

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services On the Properties of Neural Machine Translation: Encoder-Decoder Approaches

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:21.387446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71dd51a5-2536-40c6-bcfd-ae39c1032448 · outbound

This paper cites Long short -term memory,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Long short -term memory,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.885433Z

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 840b87d6-6af5-4787-9f91-4fd52f2cffd3 · outbound

This paper cites Modeling Long- and Short- term Temporal Patterns with Deep Neural Networks,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Modeling Long- and Short- term Temporal Patterns with Deep Neural Networks,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.873044Z

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 eefdf9c7-74c1-4967-b33f-001979fadf4b · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:21.632470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237c4264-e677-4842-b1e7-e806d7cf0c71 · outbound

This paper cites SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:21.706041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15139c3e-42b8-4da2-a526-7947c8746241 · outbound

This paper cites Attention is all you need,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Attention is all you need,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.640806Z

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 6459d5e7-9e08-40f3-bff2-9ca67b3e7fd4 · outbound

This paper cites LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:21.890381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95800d71-3d92-4e61-b920-663e3be75e09 · outbound

This paper cites Large Language Models Are Zero-Shot Time Series Forecasters.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Large Language Models Are Zero-Shot Time Series Forecasters

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:21.994430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be5c2b8-1b83-4c41-be9b-45985aa32c2c · outbound

This paper cites A time series is worth 64 words: Long -term forecasting with transformers,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services A time series is worth 64 words: Long -term forecasting with transformers,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.408038Z

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 91fa4e38-8184-4a58-a8a5-7c35b5d5f711 · outbound

This paper cites Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:27.117829Z

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 838d3db7-9454-4a2b-82f2-6004c11d9f25 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time -series 14 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE -CLICK HERE TO EDIT) < forecasting,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Informer: Beyond efficient transformer for long sequence time -series 14 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE -CLICK HERE TO EDIT) < forecasting,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:26.849580Z

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 207662f6-54fa-4420-bf43-cce0df8b5296 · outbound

This paper cites Pyraformer: Low -complexity pyramidal attention for long -range time series modeling and forecasting,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Pyraformer: Low -complexity pyramidal attention for long -range time series modeling and forecasting,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:26.605313Z

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 bcafaee2-f390-4cf8-b0ad-f962aa2178a6 · outbound

This paper cites Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:22.403714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443d65fd-3537-4c20-bb7d-1162698174e4 · outbound

This paper cites Fedformer: Frequency enhanced decomposed transformer for long -term series forecasting,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Fedformer: Frequency enhanced decomposed transformer for long -term series forecasting,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:26.419898Z

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 d00d322f-78d3-433e-ba2a-1d92a1d217e5 · outbound

This paper cites Chronos: Learning the Language of Time Series.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Chronos: Learning the Language of Time Series

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:22.506329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab78736-7a05-4757-943c-0a21bf66f7de · outbound

This paper cites Autoformer: Decomposition transformers with auto -correlation for long -term series forecasting ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Autoformer: Decomposition transformers with auto -correlation for long -term series forecasting ,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:26.172920Z

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 2ff1ba60-0d4b-456d-ac71-a758d60bc7f0 · outbound

This paper cites Transformers in Time Series: A Survey.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Transformers in Time Series: A Survey

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:22.612697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03452e7f-8d0f-44d8-af65-471a0595618e · outbound

This paper cites TSMixer: An All-MLP Architecture for Time Series Forecasting.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services TSMixer: An All-MLP Architecture for Time Series Forecasting

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:22.672473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a92fcc90-f442-47b7-b7a6-946143bdf5e2 · outbound

This paper cites SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:22.712207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3400ccae-0051-44b7-ab4f-59859c87bf15 · outbound

This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:25.862200Z

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 fb65d4c9-081d-4b30-914c-f8e59ecfd42a · outbound

This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:25.472086Z

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 62cd980e-8b90-462a-8b7b-f78ad7ed150f · outbound

This paper cites an unresolved cited work.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:25:25.313725Z

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 646cba1d-4bda-4d6d-a020-cb762dd1ac47 · outbound

This paper cites Fast Outage Analysis of Large -scale Production Clouds with Service Correlation Mining,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Fast Outage Analysis of Large -scale Production Clouds with Service Correlation Mining,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:25.148929Z

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 d9ec65ea-855c-43eb-8af2-319cb8d0a458 · outbound

This paper cites Root cause detection in a service - oriented architecture ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Root cause detection in a service - oriented architecture ,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:24.870833Z

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 93acde63-d98f-4d71-ae7a-104e3c341b0e · outbound

This paper cites ESRO: Experience Assisted Service Reliability against Outages ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services ESRO: Experience Assisted Service Reliability against Outages ,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:24.694237Z

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 ead892fc-e7a1-40ae-86d1-8821b57adce5 · outbound

This paper cites Assess and Summarize: Improve Outage Understan ding with Large Language Models,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Assess and Summarize: Improve Outage Understan ding with Large Language Models,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:24.450992Z

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 dd89ebd7-863c-44cd-b64c-2aec709dc01d · outbound

This paper cites Recurrent neural network for rain estimation using commercial microwave links,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Recurrent neural network for rain estimation using commercial microwave links,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:24.248044Z

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 d9cb62ae-d2df-4e5c-bdc1-ed60e08d18bf · outbound

This paper cites L Shooman, Probabilistic Reliability: an Engineering Approach , Robert E.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services L Shooman, Probabilistic Reliability: an Engineering Approach , Robert E

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:24.128277Z

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 f8118c4c-581c-4866-85d8-f90b0ea1cc2d · outbound

This paper cites "Is my internet down?.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services "Is my internet down?

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:23.894261Z

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 e1e8b6e4-7ce8-4588-b61a-07db9b52be8a · outbound

This paper cites Crosslayer network outage classification using machine learning ,.

Evaluation of a Foundational Model and Stochastic Models for Forecasting Sporadic or Spiky Production Outages of High-Performance Machine Learning Services Crosslayer network outage classification using machine learning ,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:23.653042Z

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.

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Reference resolution

Outbound references

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