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cs.DB2022
Approximate Query Processing via Tuple Bubbles
Damjan Gjurovski, Sebastian Michel
We propose a versatile approach to lightweight, approximate query processing by creating compact but tunably precise representations of larger quantities of original tuples, coined…
cs.DB2022★ 1 cited
Compressing (Multidimensional) Learned Bloom Filters
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
Bloom filters are widely used data structures that compactly represent sets of elements. Querying a Bloom filter reveals if an element is not included in the underlying set or is i…