Title :
GridFTP based real-time data movement architecture for x-ray photon correlation spectroscopy at the Advanced Photon Source
Author :
Narayanan, Shrikanth ; Madden, T.J. ; Sandy, A.R. ; Kettimuthu, Rajkumar ; Link, M.
Author_Institution :
Argonne Nat. Lab., Argonne, IL, USA
Abstract :
X-ray photon correlation spectroscopy (XPCS) is a unique tool to study the dynamical properties in a wide range of materials over a wide spatial and temporal range. XPCS measures the correlated changes in the speckle pattern, produced when a coherent x-ray beam is scattered from a disordered sample, over a time series of area detector images. The technique rides on “Big Data” and relies heavily on high performance computing (HPC) techniques. In this paper, we propose a highspeed data movement architecture for moving data within the Advanced Photon Source (APS) as well as between APS and the users´ institutions. We describe the challenges involved in the internal data movement and a GridFTP-based solution that enables more efficient usage of the APS beam time. The implementation of GridFTP plugin as part of the data acquisition system at the Advanced Photon Source for real time data transfer to the HPC system for data analysis is discussed.
Keywords :
X-ray spectroscopy; data acquisition; data analysis; grid computing; materials science computing; parallel processing; photon correlation spectroscopy; APS; GridFTP based real-time data movement architecture; GridFTP plugin; HPC techniques; XPCS; advanced photon source; area detector images; data acquisition system; data analysis; dynamical properties; high performance computing techniques; real time data transfer; speckle pattern; time series; x-ray beam; x-ray photon correlation spectroscopy; Charge coupled devices; Correlation; Data acquisition; Detectors; Real-time systems; Servers; Big Data; GridFTP; High Performance Computing; Synchrotron; X-ray Photon Correlation Spectroscopy;
Conference_Titel :
E-Science (e-Science), 2012 IEEE 8th International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-4467-8
DOI :
10.1109/eScience.2012.6404466