35 citations · 63 across the 23 of their papers we have counts for
4 papers · 1 filter
Downstream: efficient cross-platform algorithms for fixed-capacity stream downsampling
Connor Yang, Joey Wagner, Emily Dolson +2
Due to ongoing accrual over long durations, a defining characteristic of real-world data streams is the requirement for rolling, often real-time, mechanisms to coarsen or summarize…
Structured Downsampling for Fast, Memory-efficient Curation of Online Data Streams
Matthew Andres Moreno, Luis Zaman, Emily Dolson
Operations over data streams typically hinge on efficient mechanisms to aggregate or summarize history on a rolling basis. For high-volume data steams, it is critical to manage sta…
Analysis of Phylogeny Tracking Algorithms for Serial and Multiprocess Applications
Matthew Andres Moreno, Santiago Rodriguez Papa, Emily Dolson
Since the advent of modern bioinformatics, the challenging, multifaceted problem of reconstructing phylogenetic history from biological sequences has hatched perennial statistical…
Algorithms for Efficient, Compact Online Data Stream Curation
Matthew Andres Moreno, Santiago Rodriguez Papa, Emily Dolson
Data stream algorithms tackle operations on high-volume sequences of read-once data items. Data stream scenarios include inherently real-time systems like sensor networks and finan…