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Tony Hey Presents: The Fourth Paradigm – Data-Intensive Scientific Discovery

Tony Hey from the Science and Technology Facilities Council presented this talk at the The Digital Future conference in Berlin. “Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets. The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud computing technologies.”

Enter Your Machine Learning Code in the Cognitive Cup

“OpenPOWER is all about creating a broad ecosystem with opportunities to accelerate your workloads. For the Cognitive Cup, we provide two types of accelerators: GPUs and FPGAs. GPUs are used by the Deep Learning framework to train your neural network. When you want to use the neural network during the “classification” phase, you have a choice of Power CPUs, GPUs and FPGAs.”

The Industrialization of Deep Learning – Intro

Deep learning is a method of creating artificial intelligence systems that combine computer-based multi-layer neural networks with intensive training techniques and large data sets to enable analysis and predictive decision making. A fundamental aspect of deep learning environments is that they transcend finite programmable constraints to the realm of extensible and trainable systems. Recent developments in technology and algorithms have enabled deep learning systems to not only equal but to exceed human capabilities in the pace of processing vast amounts of information.

FlyElephant 2.0 Improves HPC Collaboration Features

Today the FlyElephant team announced the release of the FlyElephant 2.0 platform for High Performance Computing. Versioin 2.0 enhancements include: internal expert community, collaboration on projects, public tasks, Docker and Jupyter support, a new file storage system and work with HPC clusters.

Video: Breogan Supercomputer Brings High Speed Trading to Mexico

In this CCTV video, Alberto Alonso describes his new supercomputer, Breogan, that has the ability to modernize Mexico’s antiquated stock market.

Since it was launched in February, the Breogan computer has generated $475,000 for his company GACS. The algorithm it uses is much faster than the computers in Mexico’s stock exchange. “What makes the Breogan computer so unique, is that it finds attractive opportunities in the market and it buys and sells automatically when it sees a trading opportunity.”

Mellanox Receives Baidu Award for Innovation in Machine Learning

Today Mellanox announced it has received the Award for Technology Innovation from Baidu, Inc. The award recognizes Mellanox’s achievements in designing and delivering a high-performance, low latency interconnect technology solution that positively impacts Baidu’s business. Mellanox Technologies received the award at the 2016 Baidu Datacenter Partner Conference, Baidu’s annual gathering of key datacenter partners, and was the only interconnect provider in this category.

Superior Performance Commits Kyoto University to CPUs Over GPUs

In this special guest feature, Rob Farber writes that a study done by Kyoto University Graduate School of Medicine shows that code modernization can help Intel Xeon processors outperform GPUs on machine learning code. “The Kyoto results demonstrate that modern multicore processing technology now matches or exceeds GPU machine-learning performance, but equivalently optimized software is required to perform a fair benchmark comparison. For historical reasons, many software packages like Theano lacked optimized multicore code as all the open source effort had been put into optimizing the GPU code paths.”

Diablo Technologies Memory1 Goes into Production

“Memory1 provides the highest-capacity system memory solution on the market, enabling massive increases in server and application capability. Diablo’s JEDEC-compliant, flash-based DIMMs, interface seamlessly with existing server architectures and require no changes to hardware, operating systems, or applications. Memory1 is ideal for environments that require large memory footprints for workloads such as big data analytics, caching, and complex web applications.”

Cray Teams With Deloitte to Combat Cybercrime

Today Deloitte Advisory and Cray introduced the first commercially available high-speed, supercomputing threat analytics service. Called Cyber Reconnaissance and Analytics, the subscription-based offering is designed to help organizations effectively discover, understand and take action to defend against cyber adversaries.

Preliminary Agenda Posted for HPC User Forum in Austin, Sept. 6-8

IDC has published the preliminary agenda for their next HPC User Forum. The event will take place Sept. 6-8 in Austin, Texas.