9 citations · 19 across the 12 of their papers we have counts for
Showing 2022 · cs.DSShow all
2 papers · 2 filters
cs.DS2022
SQUID: Faster Analytics via Sampled Quantile Estimation
Ran Ben-Basat, Gil Einziger, Wenchen Han +1
Streaming algorithms are fundamental in the analysis of large and online datasets. A key component of many such analytic tasks is -MAX, which finds the largest values in a n…
cs.DS2022
SQUAD: Combining Sketching and Sampling Is Better than Either for Per-item Quantile Estimation
Rana Shahout, Roy Friedman, Ran Ben Basat
Stream monitoring is fundamental in many data stream applications, such as financial data trackers, security, anomaly detection, and load balancing. In that respect, quantiles are…