In Depth News

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IBM Wants to Build Machine Learning ‘Macroscopes’ to Understand the World

Like many tech companies, IBM is starting the new year by making a few predictions. One of them has to do with a software concept they call a “macroscope,” a software technology that can be used to analyze the complexities of the physical world. IBM predicts that within five years, such technology will “help us understand the Earth’s complexity in infinite detail.”

Putting the Rise of Chinese Supercomputing in Perspective

In June 2016, China leapfrogged the HPC competition with its 93-petaflop Sunway TaihuLight supercomputer. Then in November it reached parity with the US on the TOP500 list in total number of systems and aggregate performance. But China’s supercomputing capabilities are in many respects still a work in progress.

White House Frames AI Policy: “Technology is Not Destiny”

As societies grapple with the initial deployments of artificial intelligence, governments are beginning to outline policy approaches to deal with the inevitable consequences – both positive and negative. In a report issued last month by President Obama’s executive office, the outgoing administration sets some broad public policy prescriptions on how the US government should respond to the disruption that AI is poised to bring to the economy.

HPC in 2016: Hits and Misses

As the year draws to close, TOP500 News looks back at some of the most prominent trends of the past 12 months in the world of high performance computing. From machine learning to new processors to exascale, there were plenty of topics to hold our attention in 2016. Here are this year’s top five hits and misses:

Cray Takes on Fourth Paradigm

Cray’s recent announcement about how its XC50 supercomputer plus Microsoft’s Cognitive Toolkit was used to scale up training of a neural network serves as a proof point on how topflight HPC technologies can be used to push the boundaries of deep learning. But the company’s long game is to bring supercomputing into the realm of deep learning and the broader category of data analytics in a more generalized fashion.

AMD Gets in Machine Learning Game with New Radeon GPUs

AMD has announced Radeon Instinct, a new line of GPUs aimed at accelerating machine learning applications in the datacenter. Designed to go up against the best NVIDIA can offer, the Instinct products deliver lots of performance and a number of high-end features. The products were unveiled at AMD Technology Summit, which took place last week.

First US Exascale Supercomputer Now On Track for 2021

The US Department of Energy’s Exascale Computing Project (ECP) has changed its timeline for getting the first post-petascale system into the field. The new goal is to get an initial exascale system deployed sometime in 2021, with acceptance nine months after that. That shrinks the schedule significantly and puts the country back on a more competitive trajectory with regard to China and Japan.

Apple’s Covert Machine Learning Strategy Takes a Step Out of the Shadows

For anyone that hasn’t been hiding under a rock for the last few years, it’s become abundantly clear that the largest IT firms on the planet are moving quickly to build up their capabilities in artificial intelligence. But the largest of them all, Apple Inc., has been the least public about its plans. A revelation about a closed-door meeting in Europe suggests that might change.

HPE Unveils Prototype of "The Machine"

Hewlett Packard Enterprise has demonstrated a prototype of “The Machine,” the company’s much talked about R&D project to develop a new computer architecture for the big data age. But rather than developing a reference platform for future systems, the effort has been refocused to develop a set of technologies that will be scattered across HPE’s product portfolio.

IDC’s Latest Forecast for the HPC Market: “2016 is Looking Good”

A couple of weeks ago, at SC16 in Salt Lake City, analyst firm IDC presented its bi-annual review of the latest trends in the HPC market. Overall, IDC is projecting annual growth of about 6 to 7 percent in 2016, which would put total HPC revenue at around $24.6 billion dollars for the year.