Scalable Distributed Change Detection from Astronomy Data Streams using Local, Asynchronous Eigen Monitoring Algorithms
This paper considers the problem of change detection using local
distributed eigen monitoring algorithms for next generation
of astronomy petascale data pipelines such as the Large Synoptic
Survey Telescopes (LSST). This telescope will take repeat images
of the night sky every 20 seconds, thereby generating 30 …