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We introduce AXS (Astronomy eXtensions for Spark), a scalable open-source astronomical data analysis framework built on Apache Spark, a widely used industry-standard engine for big data processing. Building on capabilities present in Spark,…

The exponential growth in smart sensors and rapid progress in 5G networks is creating a world awash with data streams. However, a key barrier to building performant multi-sensor, distributed stream processing applications is high…

分布式、并行与集群计算 · 计算机科学 2021-11-10 Giuseppe Coviello , Kunal Rao , Murugan Sankaradas , Srimat Chakradhar

Upgrading the infrastructure of old scientific instruments requires the development of new hardware and software which may be expensive (in general, these projects lack of enough resources to acquire fast and modern infrastructure to become…

天体物理仪器与方法 · 物理学 2014-07-23 Victor De la Luz , Alejandro Lara

We introduce a new, open-source, Python module for the acquisition and processing of archival data from many X-ray telescopes - Democratising Archival X-ray Astronomy (hereafter referred to as DAXA). Our software is built to increase access…

天体物理仪器与方法 · 物理学 2024-10-17 David J. Turner , Jessica E. Pilling , Megan Donahue , Paul A. Giles , Kathy Romer , Agrim Gupta , Toby Wallage , Ray Wang

XMM-Newton is a cornerstone mission of the European Space Agency (ESA) for X-ray astronomy, providing high-quality X-ray data for astrophysical research since the start of the century. Its Science Analysis System (SAS) has been a reliable…

Science archives are cornerstones of modern astronomical facilities. In this paper we describe the version 1.0 milestone of the Atacama Large Millimeter/submillimeter Array Science Archive. This version features a comprehensive query…

This paper describes a radio architecture for distributed spectrum sharing of multiple channels among secondary users (SUs) in a wide band of frequencies and a localized area. A novel Multichannel Immediate Multiple Access (MIMA) physical…

信息论 · 计算机科学 2017-02-10 Mingming Cai , J. Nicholas Laneman

The data volumes stored in telescope archives is constantly increasing due to the development and improvements in the instrumentation. Often the archives need to be stored over a distributed storage architecture, provided by independent…

天体物理仪器与方法 · 物理学 2022-02-07 Y. G. Grange , V. N. Pandey , X. Espinal , R. Di Maria , A. P. Millar

The New Vacuum Solar Telescope (NVST) is a 1-m solar telescope that aims to observe the fine structures in both the photosphere and the chromosphere of the Sun. The observational data acquired simultaneously from one channel for the…

天体物理仪器与方法 · 物理学 2016-12-23 Ying-bo Liu , Feng Wang , Hui Deng , Kai-fan Ji , Wei Dai , Shou-lin Wei , Bo Liang , Xiao-li Zhang

SDAMS is the ensemble of database + software packages aimed to the archiving, quick-look analysis, off-line analysis, network accessibility and plotting of the SPOrt produced data. Many of the aspects related to data archiving, analysis and…

天体物理学 · 物理学 2019-08-15 L. Nicastro , G. Calderone

We present the Spectroscopic Time-Resolving Observatory for Broadband Energy X-rays (STROBE-X), a probe-class mission concept selected for study by NASA. It combines huge collecting area, high throughput, broad energy coverage, and…

天体物理仪器与方法 · 物理学 2019-03-11 Paul S. Ray , Zaven Arzoumanian , David Ballantyne , Enrico Bozzo , Soren Brandt , Laura Brenneman , Deepto Chakrabarty , Marc Christophersen , Alessandra DeRosa , Marco Feroci , Keith Gendreau , Adam Goldstein , Dieter Hartmann , Margarita Hernanz , Peter Jenke , Erin Kara , Tom Maccarone , Michael McDonald , Michael Nowak , Bernard Phlips , Ron Remillard , Abigail Stevens , John Tomsick , Anna Watts , Colleen Wilson-Hodge , Kent Wood , Silvia Zane , Marco Ajello , Will Alston , Diego Altamirano , Vallia Antoniou , Kavitha Arur , Dominic Ashton , Katie Auchettl , Tom Ayres , Matteo Bachetti , Mislav Balokovic , Matthew Baring , Altan Baykal , Mitch Begelman , Narayana Bhat , Slavko Bogdanov , Michael Briggs , Esra Bulbul , Petrus Bult , Eric Burns , Ed Cackett , Riccardo Campana , Amir Caspi , Yuri Cavecchi , Jerome Chenevez , Mike Cherry , Robin Corbet , Michael Corcoran , Alessandra Corsi , Nathalie Degenaar , Jeremy Drake , Steve Eikenberry , Teruaki Enoto , Chris Fragile , Felix Fuerst , Poshak Gandhi , Javier Garcia , Adam Goldstein , Anthony Gonzalez , Brian Grefenstette , Victoria Grinberg , Bruce Grossan , Sebastien Guillot , Tolga Guver , Daryl Haggard , Craig Heinke , Sebastian Heinz , Paul Hemphill , Jeroen Homan , Michelle Hui , Daniela Huppenkothen , Adam Ingram , Jimmy Irwin , Gaurava Jaisawal , Amruta Jaodand , Emrah Kalemci , David Kaplan , Laurens Keek , Jamie Kennea , Matthew Kerr , Michiel van der Klis , Daniel Kocevski , Mike Koss , Adam Kowalski , Dong Lai , Fred Lamb , Silas Laycock , Joseph Lazio , Davide Lazzati , Dana Longcope , Michael Loewenstein , Dipankair Maitra , Walid Majid , W. Peter Maksym , Christian Malacaria , Raffaella Margutti , Adrian Martindale , Ian McHardy , Manuel Meyer , Matt Middleton , Jon Miller , Cole Miller , Sara Motta , Joey Neilsen , Tommy Nelson , Scott Noble , Paul O'Brien , Julian Osborne , Rachel Osten , Feryal Ozel , Nipuni Palliyaguru , Dheeraj Pasham , Alessandro Patruno , Vero Pelassa , Maria Petropoulou , Maura Pilia , Martin Pohl , David Pooley , Chanda Prescod-Weinstein , Dimitrios Psaltis , Geert Raaijmakers , Chris Reynolds , Thomas E. Riley , Greg Salvesen , Andrea Santangelo , Simone Scaringi , Stephane Schanne , Jeremy Schnittman , David Smith , Krista Lynne Smith , Bradford Snios , Andrew Steiner , Jack Steiner , Luigi Stella , Tod Strohmayer , Ming Sun , Thomas Tauris , Corbin Taylor , Aaron Tohuvavohu , Andrea Vacchi , Georgios Vasilopoulos , Alexandra Veledina , Jonelle Walsh , Nevin Weinberg , Dan Wilkins , Richard Willingale , Joern Wilms , Lisa Winter , Michael Wolff , Jean in 't Zand , Andreas Zezas , Bing Zhang , Abdu Zoghbi

This paper presents the construction of the RapidXMM database that is available through the XMM-Newton Science Archive and offers access to upper limits and aperture photometry across the field of view of the XMM-Newton Pointed and Slew…

高能天体物理现象 · 物理学 2022-02-03 A. Ruiz , A. Georgakakis , S. Gerakakis , R. Saxton , P. Kretschmar , A. Akylas , I. Georgantopoulos

Modern soft X-ray observatories can yield unique insights into time domain astrophysics, and a huge amount of information is stored - and largely unexploited - in data archives. Like a treasure-hunt, the EXTraS project harvested the…

Scientists increasingly rely on Python tools to perform scalable distributed memory array operations using rich, NumPy-like expressions. However, many of these tools rely on dynamic schedulers optimized for abstract task graphs, which often…

分布式、并行与集群计算 · 计算机科学 2022-07-14 Melih Elibol , Vinamra Benara , Samyu Yagati , Lianmin Zheng , Alvin Cheung , Michael I. Jordan , Ion Stoica

Bakground: With the proliferation of available microarray and high throughput sequencing experiments in the public domain, the use of meta-analysis methods increases. In these experiments, where the sample size is often limited,…

基因组学 · 定量生物学 2018-02-26 Samuel Blanck , Guillemette Marot

Nowadays medium-large size astronomical projects have to face the management of a large amount of information and data. Dedicated data centres manage the collection of raw and processed data and consequently make them accessible, typically…

天体物理学 · 物理学 2007-05-23 Luciano Nicastro , Giorgio Calderone

Astronomical observation data require long-term preservation, and the rapid accumulation of observation data makes it necessary to consider the cost of long-term archive storage. In addition to low-speed disk-based online storage, optical…

天体物理仪器与方法 · 物理学 2020-06-17 Chao Sun , Ce Yu , Chenzhou Cui , Boliang He , Jian Xiao , Zhen Li , Shanjiang Tang , Jizhou Sun

As the demand of astronomical observation rising, the telescope systems are becoming more and more complex. Thus, the observatory control software needs to be more intelligent, they have to control each instrument inside the observatory,…

天体物理仪器与方法 · 物理学 2022-06-24 Zhi-yue Wang , Guang-yu Zhang , Jian Wang , Qian Zhang , Zhe Genga , Ze-yu Zhu , Jia-Yao Gu , Zhen-hao Zheng , Lu-cheng Zhu , Kun Ge , Hong-fei Zhang

Data intensive applications often involve the analysis of large datasets that require large amounts of compute and storage resources. While dedicated compute and/or storage farms offer good task/data throughput, they suffer low resource…

分布式、并行与集群计算 · 计算机科学 2008-08-27 Ioan Raicu , Yong Zhao , Ian Foster , Alex Szalay

The Telex system is designed for sharing mutable data in a distributed environment, particularly for collaborative applications. Users operate on their local, persistent replica of shared documents; they can work disconnected and suffer no…

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