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Square Kilometre Array Computational Challenges
Square Kilometre Array Computational Challenges Paul Alexander Paul Alexander SKA Computational Challenges What is the Square Kilometre Array (SKA) • Next Generation radio telescope – compared to best current instruments it is ... E-MERLIN • ~100 times sensitivity • ~ 106 times faster imaging the sky • More than 5 square km of collecting area on sizes 3000km eVLA 27 27m dishes Longest baseline 30km GMRT 30 45m dishes Longest baseline 35 km Paul Alexander SKA Computational Challenges What is the Square Kilometre Array (SKA) • Next Generation radio telescope – compared to best current instruments it is ... • ~100 times sensitivity • ~ 106 times faster imaging the sky • More than 5 square km of collecting area on sizes 3000km • Will address some of the key problems of astrophysics and cosmology (and physics) • Builds on techniques developed in Cambridge • It is an interferometer • Uses innovative technologies... • Major ICT project • Need performance at low unit cost Paul Alexander SKA Computational Challenges Dishes Paul Alexander SKA Computational Challenges Phased Aperture array Paul Alexander SKA Computational Challenges also a Continental sized Radio Telescope • Need a radio-quiet site • Very low population density • Large amount of space • Possible sites (decision 2012) • Western Australia • Karoo Desert RSA Paul Alexander SKA Computational Challenges Sensitivity comparison 12,000 Sensitivity Comparison 10,000 1 - K 2 8,000 SKA2 6,000 SKA2 SKA1 MeerKAT LOFAR ASKAP 4,000 Sensitivity: Aeff/Tsys m Sensitivity:Aeff/Tsys eVLA SKA1 2,000 -
Detection Statistics of the Radioastron AGN Survey
Available online at www.sciencedirect.com ScienceDirect Advances in Space Research 65 (2020) 705–711 www.elsevier.com/locate/asr Detection statistics of the RadioAstron AGN survey Y.Y. Kovalev a,b,c,⇑, N.S. Kardashev a,†, K.V. Sokolovsky a,d,e, P.A. Voitsik a,T.Anf, J.M. Anderson g,h, A.S. Andrianov a, V.Yu. Avdeev a, N. Bartel i, H.E. Bignall j, M.S. Burgin a, P.G. Edwards k, S.P. Ellingsen l, S. Frey m, C. Garcı´a-Miro´ n, M.P. Gawron´ski o, F.D. Ghigo p, T. Ghosh p,q, G. Giovannini r,s, I.A. Girin a, M. Giroletti r, L.I. Gurvits t,u, D.L. Jauncey k,v, S. Horiuchi w, D.V. Ivanov x, M.A. Kharinov x, J.Y. Koay y, V.I. Kostenko a, A.V. Kovalenko aa, Yu.A. Kovalev a, E.V. Kravchenko r,a, M. Kunert-Bajraszewska o, A.M. Kutkin a,z, S.F. Likhachev a, M.M. Lisakov c,a, I.D. Litovchenko a, J.N. McCallum l, A. Melis ab, A.E. Melnikov x, C. Migoni ab, D.G. Nair t, I.N. Pashchenko a, C.J. Phillips k, A. Polatidis z, A.B. Pushkarev a,ad, J.F.H. Quick ae, I.A. Rakhimov x, C. Reynolds j, J.R. Rizzo af, A.G. Rudnitskiy a, T. Savolainen ag,ah,c, N.N. Shakhvorostova a, M.V. Shatskaya a, Z.-Q. Shen f,ac, M.A. Shchurov a, R.C. Vermeulen z, P. de Vicente ai, P. -
Fact Sheet Fact Sheet
FactFact sheet sheet What is the SKA? The Square Kilometre Array (SKA) is a next-generation radio telescope that will be vastly more sensitive than the best present-day instruments. It will give astronomers remarkable insights into the formation of the early Universe, including the emergence of the first stars, galaxies and other structures. This will shed light on the birth, and eventual death, of the cosmos. The SKA will require new technology and progress in Why build the SKA? fundamental engineering in fields such as information and communication technology, high performance computing In order to answer some fundamental questions about the and production manufacturing techniques. It will comprise origin and evolution of the Universe, a more sensitive radio a vast array of antennas, arranged in clusters to be spread telescope is needed that can detect the very weak signals over 3000 kilometres or more. The antennas will be linked coming from the edge of the cosmos. A telescope such as the electronically to form one enormous telescope. The SKA will be able to “see” distant objects in the very young combination of unprecedented collecting area, versatility Universe and provide answers to questions such as the and sensitivity will make the SKA the world’s premier imaging emergence of the first stars, galaxies and other structures. and survey telescope over a wide range of radio frequencies, Because the speed of light is finite and the size of the Universe producing the sharpest pictures of the sky of any telescope. is so large, telescopes are effectively time machines, enabling astronomers to look into the past and study the Universe as it The SKA will: was billions of years ago. -
Radio Astronomy
Edition of 2013 HANDBOOK ON RADIO ASTRONOMY International Telecommunication Union Sales and Marketing Division Place des Nations *38650* CH-1211 Geneva 20 Switzerland Fax: +41 22 730 5194 Printed in Switzerland Tel.: +41 22 730 6141 Geneva, 2013 E-mail: [email protected] ISBN: 978-92-61-14481-4 Edition of 2013 Web: www.itu.int/publications Photo credit: ATCA David Smyth HANDBOOK ON RADIO ASTRONOMY Radiocommunication Bureau Handbook on Radio Astronomy Third Edition EDITION OF 2013 RADIOCOMMUNICATION BUREAU Cover photo: Six identical 22-m antennas make up CSIRO's Australia Telescope Compact Array, an earth-rotation synthesis telescope located at the Paul Wild Observatory. Credit: David Smyth. ITU 2013 All rights reserved. No part of this publication may be reproduced, by any means whatsoever, without the prior written permission of ITU. - iii - Introduction to the third edition by the Chairman of ITU-R Working Party 7D (Radio Astronomy) It is an honour and privilege to present the third edition of the Handbook – Radio Astronomy, and I do so with great pleasure. The Handbook is not intended as a source book on radio astronomy, but is concerned principally with those aspects of radio astronomy that are relevant to frequency coordination, that is, the management of radio spectrum usage in order to minimize interference between radiocommunication services. Radio astronomy does not involve the transmission of radiowaves in the frequency bands allocated for its operation, and cannot cause harmful interference to other services. On the other hand, the received cosmic signals are usually extremely weak, and transmissions of other services can interfere with such signals. -
The Mid-Frequency Square Kilometre Array Phase Synchronisation System
Publications of the Astronomical Society of Australia (PASA) doi: 10.1017/pas.2018.xxx. The Mid-Frequency Square Kilometre Array Phase Synchronisation System S. W. Schediwy1,2,∗, D. R. Gozzard1,2, C. Gravestock1, S. Stobie1, R. Whitaker3, J. A. Malan4, P. Boven5 and K. Grainge3 1International Centre for Radio Astronomy Research, School of Physics, Mathematics & Computing, The University of Western Australia, Perth, WA 6009, Australia 2Department of Physics, School of Physics, Mathematics & Computing, The University of Western Australia, Perth, WA 6009, Australia 3Jodrell Bank Centre for Astrophysics, School of Physics & Astronomy, The University of Manchester, Manchester, M13 9PL, UK 4Square Kilometre Array South Africa, The South African Radio Astronomy Observatory, Pinelands 7405, South Africa 5Joint Institute for VLBI ERIC (JIVE), Dwingeloo, The Netherlands Abstract This paper describes the technical details and practical implementation of the phase synchronisation system selected for use by the Mid-Frequency Square Kilometre Array (SKA). Over a four-year period, the system has been tested on metropolitan fibre-optic networks, on long-haul overhead fibre at the South African SKA site, and on existing telescopes in Australia to verify its functional performance. The tests have shown that the system exceeds the 1-second SKA coherence loss requirement by a factor of 2560, the 60-second coherence loss requirement by a factor of 239, and the 10-minute phase drift requirement by almost five orders-of-magnitude. The paper also reports on tests showing that the system can operate within specification over all the required operating conditions, including maximum fibre link distance, temperature range, temperature gradient, relative humidity, wind speed, seismic resilience, electromagnetic compliance, frequency offset, and other operational requirements. -
The Square Kilometre Array (SKA) Will Be an I
INVITED PAPER TheSquareKilometreArray This telescope, to be the largest in the world, will probe the evolution of black holes as well as the basic properties, birth and death of the Universe. By Peter E. Dewdney, Peter J. Hall, Richard T. Schilizzi, and T. Joseph L. W. Lazio ABSTRACT | The Square Kilometre Array (SKA) will be an I. INTRODUCTION ultrasensitive radio telescope, built to further the understand- Advances in astronomy over the past decades have brought ing of the most important phenomena in the Universe, the international community to the verge of charting a including some pertaining to the birth and eventual death of complete history of the Universe. In order to achieve this the Universe itself. Over the next few years, the SKA will make goal, the world community is pooling resources and ex- the transition from an early formative to a well-defined design. pertise to design and construct powerful observatories that This paper outlines how the scientific challenges are translated will probe the entire electromagnetic spectrum, from radio to into technical challenges, how the application of recent gamma-rays, and even beyond the electromagnetic spectrum, technology offers the potential of affordably meeting these studying gravitational waves, cosmic rays, and neutrinos. challenges, and how the choices of technology will ultimately The Square Kilometre Array (SKA) will be one of these be made. The SKA will be an array of coherently connected telescopes, a radio telescope with an aperture of up to a antennas spread over an area about 3000 km in extent, with an million square meters. The SKA was formulated from the 2 aggregate antenna collecting area of up to 106 m at centimeter very beginning as an international, astronomer-led (Bgrass and meter wavelengths. -
Square Kilometre Array: Processing Voluminous Meerkat Data on IRIS
SQUARE KILOMETRE ARRAY :PROCESSING VOLUMINOUS MEERKAT DATA ON IRIS Priyaa Thavasimani Anna Scaife Faculty of Science and Engineering Faculty of Science and Engineering The University of Manchester The University of Manchester Manchester, UK Manchester, UK [email protected] [email protected] June 1, 2021 ABSTRACT Processing astronomical data often comes with huge challenges with regards to data management as well as data processing. MeerKAT telescope is one of the precursor telescopes of the World’s largest observatory Square Kilometre Array. So far, MeerKAT data was processed using the South African computing facility i.e. IDIA, and exploited to make ground-breaking discoveries. However, to process MeerKAT data on UK’s IRIS computing facility requires new implementation of the MeerKAT pipeline. This paper focuses on how to transfer MeerKAT data from the South African site to UK’s IRIS systems for processing. We discuss about our RapifXfer Data transfer framework for transferring the MeerKAT data from South Africa to the UK, and the MeerKAT job processing framework pertaining to the UK’s IRIS resources. Keywords Big Data · MeerKAT · Square Kilometre Array · Telescope · Data Analysis · Imaging Introduction The Square Kilometre Array (SKA) will be the world’s largest telescope, but once built it comes with its huge data challenges. The SKA instrument sites are in Australia and South Africa. This paper focuses on the South African SKA precursor MeerKAT, in particular on its data processing, calibration, and imaging using the UK IRIS resources. MeerKAT data are initially hosted by IDIA (Inter-University Institute for Data-Intensive Astronomy; [1]), which itself provides data storage and a data-intensive research cloud facility to service the MeerKAT science community in South Africa. -
Science Pipelines for the Square Kilometre Array
Article Science Pipelines for the Square Kilometre Array Jamie Farnes1 ID *, Ben Mort1, Fred Dulwich1, Stef Salvini1, Wes Armour1 1 Oxford e-Research Centre (OeRC), Department of Engineering Science, University of Oxford, Oxford, OX1 3QG, UK. * Corresponding author: [email protected] Received: date; Accepted: date; Published: date Abstract: The Square Kilometre Array (SKA) will be both the largest radio telescope ever constructed and the largest Big Data project in the known Universe. The first phase of the project will generate on the order of 5 zettabytes of data per year. A critical task for the SKA will be its ability to process data for science, which will need to be conducted by science pipelines. Together with polarization data from the LOFAR Multifrequency Snapshot Sky Survey (MSSS), we have been developing a realistic SKA-like science pipeline that can handle the large data volumes generated by LOFAR at 150 MHz. The pipeline uses task-based parallelism to image, detect sources, and perform Faraday Tomography across the entire LOFAR sky. The project thereby provides a unique opportunity to contribute to the technological development of the SKA telescope, while simultaneously enabling cutting-edge scientific results. In this paper, we provide an update on current efforts to develop a science pipeline that can enable tight constraints on the magnetised large-scale structure of the Universe. Keywords: radio astronomy; interferometry; square kilometre array; big data; faraday tomography 1. Introduction The Square Kilometre Array (SKA) will be the largest radio telescope ever constructed. The completed telescope will span two continents – with the project being jointly located in South Africa, where hundreds of dishes will be built, and in Australia, where 100,000 dipole antennas will be situated. -
Waiting with Baboons
CAREER VIEW NATURE|Vol 455|30 October 2008 MOVERS NETWORKS & SUPPORT Colin Lonsdale, director, Haystack Observatory, Massachusetts Institute of Technology, Sustenance for sustainability Westford, Massachusetts Scientists who seek intensely curiosity-driven research to short- interdisciplinary study could be term goals. Within the next 2 years, 2006–08: Assistant director, the beneficiaries of increasing they plan to recruit at least 10 Haystack Observatory, interest in the emerging field of faculty members, 10–20 graduate Massachusetts Institute of sustainability research, with new students and up to 5 postdocs to Technology university programmes offering tackle technical issues surrounding 1986–2008: Research novel opportunities. Portland State alternative energy sources, scientist, Haystack University in Oregon and Cornell sustainable urban communities Observatory, Massachusetts University in Ithaca, New York, are the and developing the metrics of Institute of Technology most recent entrants to the field. They sustainability. He also hopes to set 1983–86: Research follow the example set by institutions up a visiting faculty programme associate, Pennsylvania State such as the School of Sustainability at to forge national and international University, University Park, Arizona State University in Tempe. connections. Pennsylvania Broadly defined, sustainability Cornell’s Institute for Computational bridges disciplines to determine how Sustainability involves scientists from Colin Lonsdale says radio astronomy is experiencing a to meet the -
The Square Kilometre Array
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ASTRONET ERTRC Report
Radio Astronomy in Europe: Up to, and beyond, 2025 A report by ASTRONET’s European Radio Telescope Review Committee ! 1!! ! ! ! ERTRC report: Final version – June 2015 ! ! ! ! ! ! 2!! ! ! ! Table of Contents List%of%figures%...................................................................................................................................................%7! List%of%tables%....................................................................................................................................................%8! Chapter%1:%Executive%Summary%...............................................................................................................%10! Chapter%2:%Introduction%.............................................................................................................................%13! 2.1%–%Background%and%method%............................................................................................................%13! 2.2%–%New%horizons%in%radio%astronomy%...........................................................................................%13! 2.3%–%Approach%and%mode%of%operation%...........................................................................................%14! 2.4%–%Organization%of%this%report%........................................................................................................%15! Chapter%3:%Review%of%major%European%radio%telescopes%................................................................%16! 3.1%–%Introduction%...................................................................................................................................%16! -
SKA Engineering Challenges
The SKA Story: Prequel, Episodes 1 and 2 Richard Schilizzi, Ron Ekers and Peter Hall Innovation and Discovery in Radio Astronomy 16 September 2016 The book Running title: “The History of the SKA. Volume 1: 1993-2011” Authors: RTS, RDE, PJH Contents Preface 1. Introduction 2. Pre-history 3. SKA science 4. SKA design 5. Global collaboration on science and technology 6. Project politics and funding 7. Site selection 8. Industry engagement 9. SKA as a mega-science project Outline The Prequel o early ideas and realisations of large collecting area telescopes o key meeting in Socorro in October 1990 o formation of URSI Working Group on Large Telescopes in August 1993 Episode 1: 1993 – 2005 “ Born global - doing it our way” o From URSI LTWG to active Funding Agency involvement • science drivers • engineering challenges • organisation Episode 2: 2006 – 2012 “Growing pains – shaping the SKA” o living with the Funding Agencies o design decisions and engineering processes o competitions for telescope and HQ sites o establishment of the SKA Organisation as a legal entity and initial funding Episode 3 is still being written Caveats Human memory is a leaky storage device Digital memory is also not perfect This is a work in progress, and is not at all complete Prequel: big telescopes 1962 “Future large telescopes”, Bracewell, Swarup, Seeger ~ 1 sq km An array of parabolic cylinders like a venetian blind 1963 Arecibo Bill Gordon ~0.07 sq km 1958-1964 Benelux Cross Jan Oort 100 x 30m dishes 0.1 sq km Big telescopes 1971 Project Cyclops Barney Oliver 100x100m dishes over a few sq km 1000x100m dishes over 10 sq km SETI 1977 Giant Equatorial Radio Telescope Swarup 2 km x 50m cylinders + 14 cylinder segments ~0.2 sq km 1984 GMRT proposal Swarup 30 x 45m antennas Funded 1989 Completed 1995 ~0.05 sq km The Socorro meeting in 1990 Govind Peter Jan Yuri Ron Ekers Swarup Wilkinson Noordam Parijskij Key players converging on Socorro, October 1990 for the SKA epiphany at IAU Colloquium 131 And like many historical epiphanies, nobody paid it much attention for a while….