When the levee breaks: a practical guide to sketching algorithms for processing the flood of genomic data
WPM Rowe - Genome biology, 2019 - Springer
Considerable advances in genomics over the past decade have resulted in vast amounts of
data being generated and deposited in global archives. The growth of these archives …
data being generated and deposited in global archives. The growth of these archives …
Buffered count-min sketch on SSD: Theory and experiments
Frequency estimation data structures such as the count-min sketch (CMS) have found
numerous applications in databases, networking, computational biology and other domains …
numerous applications in databases, networking, computational biology and other domains …
Dynamic count-min sketch for analytical queries over continuous data streams
X Zhu, G Wu, H Zhang, S Wang… - 2018 IEEE 25th …, 2018 - ieeexplore.ieee.org
The methods of approximate query processing have been proposed for analytics over high-
speed data streams, which compact continuous streams into a space-constrained sketch …
speed data streams, which compact continuous streams into a space-constrained sketch …