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Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event Identification.

Christos N. KarrasAristeidis KarrasGeorgios DrakopoulosKonstantinos TsakalidisPhivos MylonasSpyros Sioutas
Published in: SETN (2022)
Keyphrases
  • reservoir sampling
  • data streams
  • sampling algorithm
  • stream processing
  • sliding window
  • random sampling
  • streaming data
  • probabilistic model
  • graphical models
  • markov chain
  • monte carlo
  • event detection
  • fixed size