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GTC ON-DEMAND

Astronomy & Astrophysics
Presentation
Media
Abstract:
Bogged down trying to build a fast GPU processing pipeline? We'll present a solution: Bifrost, a framework for rapidly composing real-time data collection and analysis pipelines. Real-time data processing lies at the heart of most modern radio teles ...Read More
Abstract:
Bogged down trying to build a fast GPU processing pipeline? We'll present a solution: Bifrost, a framework for rapidly composing real-time data collection and analysis pipelines. Real-time data processing lies at the heart of most modern radio telescopes, and while hardware capabilities and data collection rates advance to the petascale regime, development of efficient real-time processing codes remains difficult and time-consuming. Bifrost solves this problem by combining a TensorFlow-like Python API with a library of common algorithms and highly efficient data transport. We'll describe the design and implementation of this framework, and demonstrate its use as the backend for a large radio telescope.  Back
 
Topics:
Astronomy & Astrophysics, Tools & Libraries
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7405
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