Space-Savingalgorithm

2024年1月11日—Wepresentamessage-passingbasedparallelversionoftheSpaceSavingalgorithmdesignedtosolvethe$k$--majorityproblem.,“Sketching”ageneraltechnique.–Trytobuildasmalldata-structuretorepresentthedatayouwanttoobtainfromthestream.,由AMetwally著作·被引用922次—ThealgorithmisdepictedinFigure1.Algorithm:Space-Saving(mcounters,streamS)beginforeachelement,e,inS.,2019年7月23日—TheSpace-Savingalgorit...

參考資訊如下
A Parallel Space Saving Algorithm For Frequent Items and ...

2024年1月11日 — We present a message-passing based parallel version of the Space Saving algorithm designed to solve the $k$--majority problem.

Data Stream Algorithms

“Sketching” a general technique. – Try to build a small data-structure to represent the data you want to obtain from the stream.

Efficient Computation of Frequent and Top

由 A Metwally 著作 · 被引用 922 次 — The algorithm is depicted in Figure 1. Algorithm: Space-Saving(m counters, stream S) begin for each element, e, in S.

Filtered-Space Saving Top

2019年7月23日 — The Space-Saving algorithm will keep in the list all the elements that may have occurred at least the new estimate error value (or the last ...

GitHub - fzakariaspace

LNAI 6178 - Estimating Top

由 N Homem 著作 · 2010 · 被引用 5 次 — The Space Saving algorithm will keep in the list all the elements that may ... The FSS algorithm filters and splits the error of Space-Saving algorithm through.

SpaceSaving

由 F Zhao 著作 · 被引用 10 次 — ABSTRACT. In this paper, we propose the first deterministic algorithms to solve the frequency estimation and frequent item problems in the.

SpaceSaving Algorithm

SpaceSaving Algorithm. STORM IMPLEMENTATION. Page 2. Overview. ▫ Frequent Elements in Data Streams. ▫ SpaceSaving approach. ▫ Storm Topology. ▫ Experimental ...

SpaceSaving^pm

由 F Zhao 著作 · 2021 · 被引用 10 次 — The experimental evaluations testify that SpaceSaving^-pm has accurate frequency estimations and achieves very high recall and precision across ...