Migration Tools Needed to Shift ML to Production

The confluence of accelerators like cloud GPUs along with the ability to handle data-rich HPC workloads will help push more machine learning projects into production, concludes a new study that a

By George Leopold

UCF, UCX and a Car Ride on the Road to Exascale

Until a few years ago, bringing a new network or new programming model onto the scene required an enormous amount of repetitious development that effectively shut out innovation opportunities. Th

Sponsored Content by Mellanox Technologies

Google Releases Machine Learning “What-If” Analysis Tool

Training machine learning models has long been time-consuming process. Yesterday, Google released a “What-If Tool” for probing how data point changes affect a model’s prediction. The new to

By John Russell

Rigetti (and Others) Pursuit of Quantum Advantage

Remember ‘quantum supremacy’, the much-touted but little-loved idea that the age of quantum computing would be signaled when quantum computers could tackle tasks that classical computers coul

By John Russell

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Update from Gregory Kurtzer on Singularity’s Push into FS and the Enterprise

September 11, 2018

Container technology is hardly new but it has undergone rapid evolution in the HPC space in recent years to accommodate traditional science workloads and HPC systems requirements. While Docker containers continue to dominate in the enterprise, other variants are becoming important and one alternative with distinctly HPC roots – Singularity – is making an enterprise push targeting advanced scale workload inclusive of HPC. Read more…

By John Russell

Azure Expands Access to CycleCloud; Adds Support for Nvidia Containers

August 29, 2018

Microsoft Azure continued to beef up support for HPC and advanced scale workloads today announcing general availability of CycleCloud – its HPC cloud orchestr Read more…

By John Russell

Exascale Update from ECP Director Doug Kothe

August 22, 2018

Roughly a year ago Doug Kothe was appointed director of the U.S. Exascale Computing Project. He stepped in for ECP founding director Paul Messina who returned t Read more…

By John Russell

STAQ(ing) the Quantum Computing Deck

August 16, 2018

Quantum computers – at least for now – remain noisy. That’s another way of saying unreliable and in diverse ways that often depend on the specific quantum Read more…

By John Russell

SLATE Update: Making Math Libraries Exascale-ready

August 9, 2018

Practically-speaking, achieving exascale computing requires enabling HPC software to effectively use accelerators – mostly GPUs at present – and that remain Read more…

By John Russell

Python Remains the Most Popular Programming Language

August 7, 2018

Once again, Python is the most popular programming language according IEEE Spectrum’s fifth annual interactive ranking of programming languages published last Read more…

By John Russell

New Deep Learning Algorithm Solves Rubik’s Cube

July 25, 2018

Solving (and attempting to solve) Rubik’s Cube has delighted millions of puzzle lovers since 1974 when the cube was invented by Hungarian sculptor and archite Read more…

By John Russell

An Overview of ‘OpenACC for Programmers’ from the Book’s Editors

June 20, 2018

In an era of multicore processors coupled with manycore accelerators in all kinds of devices from smartphones all the way to supercomputers, it is important to Read more…

By Sunita Chandrasekaran and Guido Juckeland

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