Reusable software for high performance computing

The world's fastest supercomputer can now perform 200,000 trillion calculations per second, and several companies and government agencies around the world are competing to build a machine that will have the computer power ...

Restoring balance in machine learning datasets

If you want to teach a child what an elephant looks like, you have an infinite number of options. Take a photo from National Geographic, a stuffed animal of Dumbo, or an elephant keychain; show it to the child; and the next ...

Dredging the data lake

Data lakes allow information to be added to a system without pre-processing or modelling. Contrast this with a conventional database where data must be delivered in a much more refined and formal manner. Thus a data lake ...

Team breaks exaop barrier with deep learning application

A team of computational scientists from Lawrence Berkeley National Laboratory (Berkeley Lab) and Oak Ridge National Laboratory (ORNL) and engineers from NVIDIA has, for the first time, demonstrated an exascale-class deep ...

Painting a clearer picture of the heart with machine learning

Coronary artery disease (CAD) is a condition in which plaque forms on the walls of coronary arteries, causing them to narrow. Eventually, this could lead to a heart attack, or death. This condition is now the single largest ...

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