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- W4300894805 abstract "Similarity search is the task of retrieving data items that are similar to a given query. In this paper, we introduce the time-sensitive notion of similarity search over endless data-streams (SSDS), which takes into account data quality and temporal characteristics in addition to similarity. SSDS is challenging as it needs to process unbounded data, while computation resources are bounded. We propose Stream-LSH, a randomized SSDS algorithm that bounds the index size by retaining items according to their freshness, quality, and dynamic popularity attributes. We analytically show that Stream-LSH increases the probability to find similar items compared to alternative approaches using the same space capacity. We further conduct an empirical study using real world stream datasets, which confirms our theoretical results." @default.
- W4300894805 created "2022-10-04" @default.
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- W4300894805 date "2017-08-07" @default.
- W4300894805 modified "2023-09-27" @default.
- W4300894805 title "Fishing in the Stream: Similarity Search over Endless Data" @default.
- W4300894805 doi "https://doi.org/10.48550/arxiv.1708.02062" @default.
- W4300894805 hasPublicationYear "2017" @default.
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