Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size.

Weihe Li Paul Patras

Published in: CIKM (2023)

Keyphrases

limited memory
data stream mining
stream mining
data streams
continuous data streams
memory space
sliding window
memory requirements
quasi newton method
lower bound
real time
streaming data
stream data
historical data
past observations
concept drift
sensitivity analysis
data distribution
data structure