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Video: Will HPC Move to the Cloud?

Gabriel Broner from Rescale gave this talk at the HPC User Forum. “HPC has transitioned from unique and proprietary designs, to clusters of many dual-CPU Intel nodes. Vendors’ products are now differentiated more by packaging, density, and cooling than the uniqueness of the architecture. In parallel, cloud computing has gained momentum in the larger IT industry. Intel is now selling more processors to run in the cloud than in company-owned facilities, and cloud is starting to drive innovation and efficiencies at a rate faster than on premises.”

NASA Perspectives on Deep Learning

Nikunj Oza from NASA Ames gave this talk at the HPC User Forum. “This talk will give a broad overview of work at NASA in the space of data sciences, data mining, machine learning, and related areas at NASA. This will include work within the Data Sciences Group at NASA Ames, together with other groups at NASA and university and industry partners. We will delineate our thoughts on the roles of NASA, academia, and industry in advancing machine learning to help with NASA problems.”

Development Trends of Next-Generation Supercomputers

Bob Sorensen from Hyperion Research describes an ongoing study on the Development Trends of Next-Generation Supercomputers. The project will gather information on pre-exascale and exascale systems today and through 2028 and build a database of technical information on the research and development efforts on these next-generation machines.

Pursuit of Sustainable Healthcare through Personalized Medicine with HPC

Graham Anthony from BioVista gave this talk at the HPC User Forum. “We apply our systematic discovery platform to develop our pipeline of repositioned drug candidates in neurodegenerative diseases, epilepsy, oncology and orphan diseases. We use this insight to find new uses for existing drugs or drug combinations, assess their risk profile and advance them to PoC and Clinical Phase IIa/b sooner, cheaper and with a higher probability of success than has been possible to date.”

Machine & Deep Learning: Practical Deployments and Best Practices for the Next Two Years

Arno Kolster from Providentia Worldwide gave this talk at the HPC User Forum in Milwaukee. “Providentia Worldwide is a new venture in technology and solutions consulting which bridges the gap between High Performance Computing and Enterprise Hyperscale computing. We take the best practices from the most demanding compute environments in the world and apply those techniques and design patterns to your business.”

Video: Best Practices between HPC centers and Industrial Users

Bill Kramer from NCSA gave this talk at the HPC User Forum in Milwaukee. “NCSA and Hyperion Research released a new study that examines HPC and Industry partnerships. Aimed at identifying and understanding best practices in partnerships between public high performance computing centers and private industry, the study aims to promote the vital transfer of scientific knowledge to industry and the important transfer of industrial experience to the scientific community.”

Video: Characterization and Benchmarking of Deep Learning

 Natalia Vassilieva from HP Labs gave this talk at the HPC User Forum in Milwaukee. “Our Deep Learning Cookbook is based on a massive collection of performance results for various deep learning workloads on different hardware/software stacks, and analytical performance models. This combination enables us to estimate the performance of a given workload and to recommend an optimal hardware/software stack for that workload. Additionally, we use the Cookbook to detect bottlenecks in existing hardware and to guide the design of future systems for artificial intelligence and deep learning.”

Video: The DOE Exascale Computing Project

Doug Koethe from ORNL gave this talk at the HPC User Forum in Milwaukee. “The Exascale Computing Project (ECP) was established with the goals of maximizing the benefits of high-performance computing (HPC) for the United States and accelerating the development of a capable exascale computing ecosystem.”

HPC Challenges in Simulating the World’s Most Powerful Tornados

“What makes this work significant is the use of supercomputing resources to produce simulations of supercells where data is saved with extremely high spatial and temporal resolution, and the use of visualization techniques (such as volume rendering and trajectory clouds) to produce video that exposes the highly variable flow features that occur throughout the life of the simulated storms. Some of these simulations contain long lived tornadoes producing near-surface winds exceeding 300 mph.”

Trends in the Worldwide HPC Market

In this video from the HPC User Forum in Milwaukee, Earl Joseph and Steve Conway from Hyperion Research present and update on HPC, AI, and Storage markets. “Hyperion Research forecasts that the worldwide HPC server-based AI market will expand at a 29.5% CAGR to reach more than $1.26 billion in 2021, up more than three-fold from $346 million in 2016.”