Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis.
André BauerTimo DittusMartin StraesserAlok KamatarMatt BaughmanLukas BeierliebMarius HadryDaniel GrillmeyerYannik LubasSamuel KounevIan T. FosterKyle ChardPublished in: ICPE (Companion) (2024)
Keyphrases
- unsupervised learning
- clustering algorithm
- clustering method
- hierarchical clustering
- data clustering
- spatio temporal
- k means
- temporal information
- cluster analysis
- space time
- spatial and temporal
- anomaly detection
- temporal constraints
- temporal patterns
- data points
- temporal databases
- distance metric
- temporal data
- data mining tasks
- document clustering
- real time
- pairwise
- neural network
- databases