9 citations · 19 across the 12 of their papers we have counts for
4 papers · 1 filter
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…
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams
Antonis Manousis, Zhuo Cheng, Ran Ben Basat +2
Today's large-scale services (e.g., video streaming platforms, data centers, sensor grids) need diverse real-time summary statistics across multiple subpopulations of multidimensio…
Direct Telemetry Access
Jonatan Langlet, Ran Ben Basat, Gabriele Oliaro +3
Fine-grained network telemetry is becoming a modern datacenter standard and is the basis of essential applications such as congestion control, load balancing, and advanced troubles…
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…