학술논문

BOSS-LDG: A Novel Computational Framework That Brings Together Blue Waters, Open Science Grid, Shifter and the LIGO Data Grid to Accelerate Gravitational Wave Discovery
Document Type
Conference
Source
2017 IEEE 13th International Conference on e-Science (e-Science) ESCIENCE e-Science (e-Science), 2017 IEEE 13th International Conference on. :335-344 Oct, 2017
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Geoscience
Signal Processing and Analysis
Supercomputers
Data analysis
Wave power
Astrophysics
Gravity
Ocean waves
Laser theory
Observatories
High performance computing
Blue Waters
Shifter
Open Science Grid
LIGO
Gravitational Waves
Pegasus
Condor
Language
Abstract
We present a novel computational framework that connects Blue Waters, the NSF-supported, leadership-class supercomputer operated by NCSA, to the Laser Interferometer Gravitational-Wave Observatory (LIGO) Data Grid via Open Science Grid technology. To enable this computational infrastructure, we configured, for the first time, a LIGO Data Grid Tier-1 Center that can submit heterogeneous LIGO workflows using Open Science Grid facilities. In order to enable a seamless connection between the LIGO Data Grid and Blue Waters via Open Science Grid, we utilize Shifter to containerize LIGO’s workflow software. This work represents the first time Open Science Grid, Shifter, and Blue Waters are unified to tackle a scientific problem and, in particular, it is the first time a framework of this nature is used in the context of large scale gravitational wave data analysis. This new framework has been used in the last several weeks of LIGO’s second discovery campaign to run the most computationally demanding gravitational wave search workflows on Blue Waters, and accelerate discovery in the emergent field of gravitational wave astrophysics. We discuss the implications of this novel framework for a wider ecosystem of Higher Performance Computing users.