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The Virtual Observatory (VO) is realizing global electronic integration ofastronomy data. One of the long-term goals of the U.S. VO project, the VirtualAstronomical Observatory (VAO), is development of services and protocols thatrespond to the growing size and complexity of astronomy data sets. This paperdescribes how VAO staff are active in such development efforts, especially ininnovative strategies and techniques that recognize the limited operatingbudgets likely available to astronomers even as demand increases. The projecthas a program of professional outreach whereby new services and protocols areevaluated.

The role in the Virtual Astronomical Observatory in the era of massive data sets