Deterministic heavy hitters with sublinear query time

We study the classic problem of finding l_1 heavy hitters in the streaming model. In the general turnstile model, we give the first deterministic sublinear-time sketching algorithm which takes a linear sketch of length O(epsilon^{-2} log n * log^*(epsilon^{-1})), which is only a factor of log^*(epsi...

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Bibliographic Details
Main Authors: Li, Yi, Nakos, Vasileios
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/89241
http://hdl.handle.net/10220/46207
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Institution: Nanyang Technological University
Language: English