2 citations · 3 across the 9 of their papers we have counts for
4 papers · 1 filter
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…
Trackable Agent-based Evolution Models at Wafer Scale
Matthew Andres Moreno, Connor Yang, Emily Dolson +1
Continuing improvements in computing hardware are poised to transform capabilities for in silico modeling of cross-scale phenomena underlying major open questions in evolutionary b…
Trackable Island-model Genetic Algorithms at Wafer Scale
Matthew Andres Moreno, Connor Yang, Emily Dolson +1
Emerging ML/AI hardware accelerators, like the 850,000 processor Cerebras Wafer-Scale Engine (WSE), hold great promise to scale up the capabilities of evolutionary computation. How…
A Guide to Tracking Phylogenies in Parallel and Distributed Agent-based Evolution Models
Matthew Andres Moreno, Anika Ranjan, Emily Dolson +1
Computer simulations are an important tool for studying the mechanics of biological evolution. In particular, in silico work with agent-based models provides an opportunity to coll…