Scalable, Asynchronous, Distributed Eigen-Monitoring of Astronomy Data Streams
In this paper, we develop a distributed algorithm for monitoring the principal components (PCs) for next generation
of astronomy petascale data pipelines such as the Large Synoptic Survey Telescopes (LSST). This telescope will take repeated
images of the night sky every 20 s, thereby generating 30 terabytes of …