Change Point Detection for MongoDB Time Series Performance Regression.
Mark LeznikMd Shahriar IqbalIgor TrubinArne LochnerPooyan JamshidiAndré BauerPublished in: ICPE (Companion) (2022)
Keyphrases
- change point detection
- change point
- singular spectrum analysis
- non stationary
- support vector regression
- sequential data
- outlier detection
- regression model
- normalized maximum likelihood
- high dimensional time series
- model selection
- machine learning
- hidden markov models
- databases
- linear regression
- spatio temporal
- data analysis
- complex valued
- multi variate
- feature extraction
- data mining