[BOOK][B] Data-intensive science

T Critchlow, KK Van Dam - 2016 - books.google.com
… among scientists, researchers, and policy makers across a range of disciplines. Bringing
together leaders from multiple scientific disciplines, Data-Intensive Science … accelerate scientific

Data-intensive science: a new paradigm for biodiversity studies

S Kelling, WM Hochachka, D Fink, M Riedewald… - …, 2009 - academic.oup.com
… in developing a data-intensive science workflow for identifying … In this section we explain the
data-intensive science … The basic steps in a data-intensive science workflow for biodiversity …

[BOOK][B] The fourth paradigm: data-intensive scientific discovery

T Hey, S Tansley, KM Tolle - 2009 - diamond.ac.uk
… Requires scientists to submit final peer-reviewed journal manuscripts that arise from NIH
funds to the digital archive PubMed Central upon … Data-Intensive Scientific Discovery The …

The future of data-intensive science

T Hey, D Gannon, J Pinkelman - Computer, 2012 - computer.org
Scientists in many fields recognize that fundamental changes are under way in the manner in
which research advances. Data-intensive science is now taking a place alongside theoretical …

Ecoinformatics: supporting ecology as a data-intensive science

WK Michener, MB Jones - Trends in ecology & evolution, 2012 - cell.com
… It has been postulated that data-intensive science represents the fourth scientific paradigm
… ) and computational (eg simulation) scientific approaches, and comprises an approach for …

Data-intensive science applied to broad-scale citizen science

WM Hochachka, D Fink, RA Hutchinson… - Trends in ecology & …, 2012 - cell.com
… Here, we describe how advances in data-intensive science provide accurate estimates in
species distributions at continental scales by identifying complex environmental associations. …

Mapreduce for data intensive scientific analyses

J Ekanayake, S Pallickara, G Fox - 2008 IEEE Fourth …, 2008 - ieeexplore.ieee.org
… Computation and data intensive scientific data analyses are increasingly prevalent. In the …
Two exemplars in the dataintensive domains include High Energy Physics (HEP) and …

Rethinking data-intensive science using scalable analytics systems

FA Nothaft, M Massie, T Danford, Z Zhang… - Proceedings of the …, 2015 - dl.acm.org
… By shifting scientific data processing away from proprietary high … scientific analysis. To
researchers and practitioners unfamiliar with current practice in computational science, the …

Data-intensive science in the US DOE: case studies and future challenges

J Ahrens, B Hendrickson, G Long… - … in Science & …, 2011 - ieeexplore.ieee.org
… We believe that the potential of data-intensive science will provide the necessary impetus
for communities to change, but this change will take many years to come to full fruition. …

From cosmos to connectomes: the evolution of data-intensive science

R Burns, JT Vogelstein, AS Szalay - Neuron, 2014 - cell.com
… In data-intensive science, the scale and complexity of data exceeds the comfort zone of local
data stores on scientific … We examine how data-intensive computational systems originally …