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Machine Learning Technology: A Guide to Scaling Up and Out

Frameworks, applications, libraries and toolkits—journeying through the world of deep learning can be daunting. If you’re trying to decide whether or not to begin a machine or deep learning project, there are several points that should first be considered. This is the second article in a five-part series that covers the steps to take before launching a machine learning startup. This article covers popular machine learning technology.

How to Avoid Storage Bottlenecks in the Flash Era

Businesses with I/O-intensive computing environments run into new software challenges almost daily – and many of these concerns today revolve around storage as data continues to grow. DDN is working to help solve one of the challenges to avoid storage bottlenecks. Download this paper to learn about a new software solution that manages at-scale flash to eliminate file system bottlenecks and voids old rules for I/O application optimization. 

What Developers Need to Consider When Exploring Machine Learning

Frameworks, applications, libraries and toolkits—journeying through the world of deep learning can be daunting. If you’re trying to decide whether or not to begin a machine or deep learning project, there are several points that should first be considered. This is the first article in a five-part series that covers the steps to take before launching a machine learning startup. 

Infinite Memory Engine

This paper is intended to inform technical and business readers with I/O-intensive computing environments about a new software solution that manages at-scale flash to eliminate file system bottlenecks and voids old rules for application I/O optimization. Download now to learn more.

insideBIGDATA Guide to Artificial Intelligence & Deep Learning

This guide to artificial intelligence explains the difference between AI, machine learning and deep learning, and examine the intersection of AI and HPC. To learn more about AI and HPC download this guide.

Considerations for Applications to Transition to a Cloud

This is the third entry in an insideHPC series that explores the HPC transition to the cloud, and what your business needs to know about this evolution. This series, compiled in a complete Guide, covers cloud computing for HPC, considerations for applications to transition to the cloud, IaaS components, OpenStack fundamentals and more.

Intel Omni-Path Architecture: End-to-End Fabric Solution Designed for HPC and Enterprise

The Intel Omni-Path Architecture is the next-generation fabric for high-performance computing. In this feature, we will explore Intel’s end-to-end fabric solution designed for HPC and Enterprise. “Intel Omni-Path Architecture immerses Intel in an entire fabric architecture for HPC, rather than just a single component.”

The HPC Transition to the Cloud

This is the first entry in an insideHPC series that explores the HPC transition to the cloud, and what your business needs to know about this evolution. Compiled in a complete Guide, we cover cloud computing, industry examples, IaaS components, OpenStack fundamentals, and more.

Why IMC is Right for Today’s Fast-Data and Big-Data Applications

Many more companies are turning to in-memory computing (IMC) as they struggle to analyze and process increasingly large amounts of data. That said, it’s often hard to make sense of the growing world of IMC products and solutions. A recent white paper from GridGain aims to help businesses decide which solution best matches their specific needs.

HPC Moves to the Cloud – What You Need to Know

While some domains that rely on computing systems are satisfied with the performance gains that are continuously delivered from processor manufacturers, others require performance that can only be attained through massive parallelism. High-performance computing is for those that need the highest performance in order to solve many of today’s most difficult scientific challenges.