학술논문
Tricolour: an optimized SumThreshold flagger for MeerKAT
Document Type
Working Paper
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Subject
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Abstract
We present Tricolour, a package for Radio Frequency Interference mitigation of wideband finely channelized MeerKAT correlation data. The MeerKAT passband is heavily affected by interference from satellite, mobile, aircraft and terrestrial transponders. Coupled with typical data rates in excess of 100 GiB/hr at 208kHz channelization resolution, mitigation poses a significant processing challenge. Our flagger is highly configurable, parallel and optimized, employing Dask and Numba technologies to implement the widely used SumThreshold and MAD interference detection algorithms. We find that typical 208kHz channelized datasets can be processed at rates in excess of 400 GiB/hr for a typical L-band flagging strategy on a modern dual-socket Intel Xeon server.
Comment: This submission to the arXiv is a preprint of a submission to the conference proceedings of the Astronomical Data Analysis Software and Systems XXX to be published in the Astronomical Society of the Pacific conference series (J.E. Ruiz, F. Pierfederici, and P. Teuben, eds.) ). 4 pages, 3 figures (9 eps images total)
Comment: This submission to the arXiv is a preprint of a submission to the conference proceedings of the Astronomical Data Analysis Software and Systems XXX to be published in the Astronomical Society of the Pacific conference series (J.E. Ruiz, F. Pierfederici, and P. Teuben, eds.) ). 4 pages, 3 figures (9 eps images total)