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2019
Journal article
Design Choices for Productive, Secure, Data-Intensive Research at Scale in the Cloud
We present a policy and process framework for secure environments for productive data science research projects at scale, by combining prevailing data security threat and risk profiles into five sensitivity tiers, and, at each tier, specifying recommended policies for data classification, data ingress, software ingress, data egress, user access, user...Arenas, Diego ; Atkins, Jon ; Austin, Claire ; Beavan, David ; Cabrejas Egea, Alvaro …
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2019
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2019
Conference paper (unpublished)
Defoe: A Spark-Based Toolbox for Analysing Digital Historical Textual Data
This work presents defoe, a new scalable and portable digital eScience toolbox that enables historical research. It allows for running text mining queries across large datasets, such as historical newspapers and books in parallel via Apache Spark. It handles queries against collections that comprise several XML schemas and physical representations.... -
2021
Research report
Living with Machines Delivery Plan version 1, 2019
Living with Machines is a five-year collaborative project. It aims to generate new perspectives on the effects of the mechanisation of labour on the lives of ordinary people in Britain during the 'long nineteenth century' (c.1780-1918), by developing computational and historical techniques and research questions for working with historical sources....Ahnert, Ruth ; Beavan, David ; Colavizza, Giovanni ; Farquhar, Adam ; Griffin, Emma …