July 25, 2019
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All the major computing architectures in use today trace their lineage back to the pioneering work of mathematician John von Neumann. Developed from the 1930s through the 1950s, the theories put forth by von Neumann provided the foundation on which the ENIAC, the first general-purpose computer, were based. Subsequently, every system developed since then has relied on the same basic principles to deliver faster levels of computational performance.
DataDryad.org constitutes a general purpose repository of the data underlying scientific publications. DataDryad’s entire repository is discoverable through the Dryad DataONE API. The scientific and medical data of which the database is composed includes tables, spreadsheets, flatfiles, and more from peer-reviewed published papers.
A trend is starting to emerge: Advanced technologies are being made available first as cloud services that organizations can invoke easily via an API, rather than having to figure out how to deploy and master themselves. The latest example of that trend is a cloud service from AlchemyAPI that takes advantage of machine learning and computer vision technologies to allow publishers and providers of ad networks to more easily monetize content.