Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Parallel waveform extraction algorithms for the Cherenkov Telescope
  Array Real-Time Analysis   The Cherenkov Telescope Array (CTA) is the next generation observatory for
the study of very high-energy gamma rays from about 20 GeV up to 300 TeV.
Thanks to the large effective area and field of view, the CTA observatory will
be characterized by an unprecedented sensitivity to transient flaring gamma-ray
phenomena compared to both current ground (e.g. MAGIC, VERITAS, H.E.S.S.) and
space (e.g. Fermi) gamma-ray telescopes. In order to trigger the astrophysics
community for follow-up observations, or being able to quickly respond to
external science alerts, a fast analysis pipeline is crucial. This will be
accomplished by means of a Real-Time Analysis (RTA) pipeline, a fast and
automated science alert trigger system, becoming a key system of the CTA
observatory. Among the CTA design key requirements to the RTA system, the most
challenging is the generation of alerts within 30 seconds from the last
acquired event, while obtaining a flux sensitivity not worse than the one of
the final analysis by more than a factor of 3. A dedicated software and
hardware architecture for the RTA pipeline must be designed and tested. We
present comparison of OpenCL solutions using different kind of devices like
CPUs, Graphical Processing Unit (GPU) and Field Programmable Array (FPGA) cards
for the Real-Time data reduction of the Cherenkov Telescope Array (CTA)
triggered data.

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The categories of this paper are: chem-ph
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The categories of this paper are: cs
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The categories of this paper are: acc-phys
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The categories of this paper are: hep-lat
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The categories of this paper are: quant-ph
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The categories of this paper are: adap-org
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The categories of this paper are: chao-dyn
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The categories of this paper are: eess
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The categories of this paper are: hep-th
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The categories of this paper are: q-fin
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The categories of this paper are: gr-qc
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The categories of this paper are: plasm-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: physics
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The categories of this paper are: hep-ph
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The categories of this paper are: q-alg