Kong L Big Data in Astronomy Scientific Data Processing 2020 torrent

Textbook in PDF format

Big Data in Radio Astronomy: Scientific Data Processing for Advanced Radio Telescopes provides the latest research developments in big data methods and techniques for radio astronomy. Providing examples from such projects as the Square Kilometer Array (SKA), the world’s largest radio telescope that generates over an Exabyte of data every day, the book offers solutions for coping with the challenges and opportunities presented by the exponential growth of astronomical data. Presenting state-of-the-art results and research, this book is a timely reference for both practitioners and researchers working in radio astronomy, as well as students looking for a basic understanding of big data in astronomy.
Topics of interest include, but are not limited to, the following:
Fundamentals of Radio Interferometry and Modern Radio Astronomy
Data Life-cycle of Big Data in Radio Astronomy
Advanced Radio Telescope and Big Data
Signal Processing for Big Data in Astronomy
Pulsar Timing and Pulsar Search
Data Reduction and Re-distribution in Astronomical Big Data
Correlation in Astronomical Big Data
Calibration in Astronomical Big Data
Quality Monitoring in Astronomical Big Data
Imaging Algorithm Optimization for Scale-out Processing
High Performance Computing Architecture for Astronomical Big Data
Distributed Storage and Data Archiving
Emerging Network Technologies for Astronomical Big Data
Programming and Software Tailored to Astronomical Big Data
Artificial Intelligence for Big Data in Astronomy
Open Problems and Future Directions