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FluxRank: A Widely-Deployable Framework to Automatically Localizing Root Cause Machines for Software Service Failure Mitigation

https://doi.org/10.1109/issre.2019.00014
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Adaptive Filtering and Change Detection
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Spearman Rank Correlation Coefficient
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Clustering Methods
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Ordinal Logistic Regression
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Density Estimation for Statistics and Data Analysis
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Pearson Correlation Coefficient
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VScope: Middleware for Troubleshooting Time-Sensitive Data Center Applications
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Exact and efficient Bayesian inference for multiple changepoint problems
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The Mathematics of Financial Derivatives
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A NEW MEASURE OF RANK CORRELATION
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Complex Network from Pseudoperiodic Time Series: Topology versus Dynamics
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HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes
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ARIMA Based Network Anomaly Detection
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Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems
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FChain: Toward Black-Box Online Fault Localization for Cloud Systems
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Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
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Threshold compression for 3G scalable monitoring
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Argus: End-to-end service anomaly detection and localization from an ISP's point of view
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Adaptive Kalman Filtering for anomaly detection in software appliances
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CauseInfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems
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Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection
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Syslog processing for switch failure diagnosis and prediction in datacenter networks
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Device-Agnostic Log Anomaly Classification with Partial Labels
inferredcites →https://doi.org/10.1109/mcc.2014.51openalex-snapshot
Containers and Cloud: From LXC to Docker to Kubernetes
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Mining causality graph for automatic web-based service diagnosis
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Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams
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Automated Detection of Activity Transitions for Prompting
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FUNNEL: Assessing Software Changes in Web-Based Services
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An online kernel change detection algorithm
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An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency
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Modeling changing dependency structure in multivariate time series
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Towards highly reliable enterprise network services via inference of multi-level dependencies
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Towards highly reliable enterprise network services via inference of multi-level dependencies
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Detailed diagnosis in enterprise networks
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Detailed diagnosis in enterprise networks
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Detecting large-scale system problems by mining console logs
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A distributed data streaming algorithm for network-wide traffic anomaly detection
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Understanding transportation modes based on GPS data for web applications
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Using mobile phones to determine transportation modes
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Learning to rank for information retrieval
inferredcites →https://doi.org/10.1145/2020408.2020557openalex-snapshot
Anomaly localization for network data streams with graph joint sparse PCA
inferredcites →https://doi.org/10.1145/2038633.2038634openalex-snapshot
PAL
inferredcites →https://doi.org/10.1145/2079296.2079309openalex-snapshot
Rapid detection of maintenance induced changes in service performance
inferredcites →https://doi.org/10.1145/2494232.2465753openalex-snapshot
Root cause detection in a service-oriented architecture
inferredcites →https://doi.org/10.1145/2716281.2836087openalex-snapshot
Rapid and robust impact assessment of software changes in large internet-based services
inferredcites →https://doi.org/10.1145/2815675.2815679openalex-snapshot
Opprentice
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DBSherlock
inferredcites →https://doi.org/10.1145/3178876.3185996openalex-snapshot
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
inferredcites →https://doi.org/10.1145/3219617.3219643openalex-snapshot
PreFix
inferredcites →https://doi.org/10.1145/775047.775148openalex-snapshot
A unifying framework for detecting outliers and change points from non-stationary time series data
inferredcites →https://doi.org/10.1145/948205.948236openalex-snapshot
Sketch-based change detection
inferredcites →https://doi.org/10.1201/9781315140919openalex-snapshot
Density Estimation for Statistics and Data Analysis
inferredcites →https://doi.org/10.1201/9781420014389.ch3openalex-snapshot
Engineering Statistics
inferredcites →https://doi.org/10.1214/09-aos707openalex-snapshot
Break detection in the covariance structure of multivariate time series models
inferredcites →https://doi.org/10.1561/1500000016openalex-snapshot
Learning to Rank for Information Retrieval
inferredcites →https://doi.org/10.2307/2346830openalex-snapshot
Algorithm AS 136: A K-Means Clustering Algorithm
inferredcites →https://doi.org/10.24963/ijcai.2019/658openalex-snapshot
LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
inferredcites →https://doi.org/10.3390/s120912588openalex-snapshot
Comprehensive Context Recognizer Based on Multimodal Sensors in a Smartphone
inferredcites →https://doi.org/10.3390/s140915861openalex-snapshot
Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone
inferredcites →https://doi.org/10.48550/arxiv.math/0510436openalex-snapshot
Estimating high-dimensional directed acyclic graphs with the PC-algorithm
inferredcites →https://doi.org/10.5281/zenodo.19712698openalex-snapshot
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
inferredcites →https://doi.org/10.5555/1248659.1248681openalex-snapshot
Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm
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Mesos: a platform for fine-grained resource sharing in the data center

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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