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CloudVista: Visual Cluster Exploration for Extreme Scale Data in the Cloud
[chapter]
2011
Lecture Notes in Computer Science
The problem of efficient and high-quality clustering of extreme scale datasets with complex clustering structures continues to be one of the most challenging data analysis problems. An innovate use of data cloud would provide unique opportunity to address this challenge. In this paper, we propose the Cloud-Vista framework to address (1) the problems caused by using sampling in the existing approaches and (2) the problems with the latency caused by cloud-side processing on interactive cluster
doi:10.1007/978-3-642-22351-8_21
fatcat:sisldc27rvgrnf6y27akgkeqxi