A Processing Pipeline for High Volume Pulsar Candidate Data Streams

Research output: Contribution to journalArticle

  • Authors:
  • Robert Lyon
  • Benjamin Stappers
  • Lina Levin
  • Mitchell Mickaliger
  • Anna Scaife

Abstract

Pulsar candidate analysis pipelines have historically been comprised of bespoke software systems, supporting the off-line study of data. However modern data acquisition systems are making off-line analyses impractical, as they output candidates in such large volumes that they become prohibitively expensive to retain. To maintain processing capabilities when off-line analysis becomes infeasible due to cost, requires a shift to on-line data processing. This paper makes four contributions facilitating this shift relevant to the search for radio pulsars: i) it characterises for the modern era, the key components of a pulsar search candidate processing pipeline, ii) it examines the feasibility of implementing on-line candidate ltering via existing tools, iii) problems preventing an easy transition to on-line ltering are identied and explained, and nally iv) it presents a new prototype ltering pipeline capable of overcoming such problems. Realised using Commercial o-the-shelf (COTS) software components, the deployable system is open source, simple, scalable, and cheap to produce. It has the potential to achieve candidate ltering design requirements for the Square Kilometre Array (SKA), illustrated via testing under simulated SKA loads.

Bibliographical metadata

Original languageEnglish
JournalAstronomy and Computing
Early online date12 Jun 2019
DOIs
Publication statusE-pub ahead of print - 12 Jun 2019