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ICDE
2007
IEEE
118views Database» more  ICDE 2007»
15 years 10 months ago
Summarizing Order Statistics over Data Streams with Duplicates
Ying Zhang, Xuemin Lin, Yidong Yuan, Masaru Kitsur...
TKDE
2010
151views more  TKDE 2010»
14 years 7 months ago
Duplicate-Insensitive Order Statistics Computation over Data Streams
—Duplicates in data streams may often be observed by the projection on a subspace and/or multiple recordings of objects. Without the uniqueness assumption on observed data elemen...
Ying Zhang, Xuemin Lin, Yidong Yuan, Masaru Kitsur...
ICDE
2003
IEEE
160views Database» more  ICDE 2003»
15 years 10 months ago
SWAT: Hierarchical Stream Summarization in Large Networks
The problem of statistics and aggregate maintenance over data streams has gained popularity in recent years especially in telecommunications network monitoring, trend-related anal...
Ahmet Bulut, Ambuj K. Singh
STACS
2007
Springer
15 years 3 months ago
A Deterministic Algorithm for Summarizing Asynchronous Streams over a Sliding Window
We consider the problem of maintaining aggregates over recent elements of a massive data stream. Motivated by applications involving network data, we consider asynchronous data str...
Costas Busch, Srikanta Tirthapura