AI infrastructure

Enterprises investing in deep learning platforms need AI infrastructure sufficient enough to synthesize a massive amount of data. Here, you'll find the information you need to make decisions about AI-specific compute architectures -- from GPU-packed servers to highly-scalable clustered computing systems built for big data and machine learning applications.

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Download: Free AI Buyer's Guide

We designed this expert guide to help you better understand all of the considerations for building and maintaining the infrastructure and engine that support the initiatives. Plus, learn about the products and players, like Amazon, Google, IBM, and 16 more to help you make the best buying decision.

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AI infrastructure News

April 10, 2019 10 Apr'19
New Google Cloud AI Platform unifies AI development tools

Google's newly unveiled AI Platform offers AI developers a collaborative environment to test, train and deploy machine learning and deep learning models.
April 08, 2019 08 Apr'19
IBM PowerAI workstation eases AI app development, lowers cost

IBM has delivered a low-cost workstation tuned to work hand in hand with its Power AC922 server to lower the bar of entry for AI application development.
March 21, 2019 21 Mar'19
Pure Storage AIRI trains FlashBlade NAS at hyperscalers

Pure Storage teams with Nvidia and Cisco to bring out FlashBlade with Hyperscale AIRI, extending its AIRI partnership with Nvidia, while introducing Pure-Cisco FlashStack for AI.
March 11, 2019 11 Mar'19
Nvidia acquires Mellanox against growing AI, data competition

Nvidia acquires Mellanox for $6.9 billion, as competition increases for platforms that can handle AI and other data-intensive platforms.

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AI infrastructure Get Started

Bring yourself up to speed with our introductory content

AI as a service democratizes benefits of new tech tools

The emergence of AI-as-a-service tools is helping more enterprises access the benefits of AI, not just the leading-edge tech companies that pioneered the technology. Continue Reading
AI for customer experience powers gains at enterprises

Customer experience is growing more central to enterprises' digital strategies, and AI is increasingly driving much of their engagement and retention efforts. Continue Reading
AI use in healthcare ramps up for app maker Cognoa

Applications of AI in healthcare have been relatively restricted due to regulatory and data challenges, but one startup is finding ways to make AI effective. Continue Reading

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Evaluate AI infrastructure Vendors & Products

Weigh the pros and cons of technologies, products and projects you are considering.

Enterprises are crowdsourcing AI development

By crowdsourcing AI development, enterprises can broaden the knowledge base of their machine learning applications, and early adopters are showing promising results. Continue Reading
What are common uses for cloud AI APIs?

Curious about AI? See top use cases of how cloud-based AI APIs and services can boost application functionality. Continue Reading
Data preparation for machine learning still requires humans

Looking to AI to automate more of your processes? Don't overlook the labor that's still needed to prepare data for training machine learning and AI algorithms. Continue Reading

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Manage AI infrastructure

Learn to apply best practices and optimize your operations.

How do I integrate cloud AI APIs into existing apps?

Learn how to build AI into your apps with the help of cloud AI services and prepare for some of the challenges you can expect to face and how to overcome them. Continue Reading
Data scientists urged to take AI security threats more seriously

AI security hasn't been the top concern of most data scientists using machine learning. But as these systems move closer to the core of the business, security is becoming critical. Continue Reading
Researchers race for quantum AI as quantum computing advances

Machine learning is likely to be an early application of quantum computers, as researchers and developers look for the key to a more human-like artificial intelligence. Continue Reading

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Problem Solve AI infrastructure Issues

We’ve gathered up expert advice and tips from professionals like you so that the answers you need are always available.

AI for accessibility helps people with disabilities

AI for people with disabilities is making a meaningful difference in their ability to navigate the world and participate in all the activities of daily life. Continue Reading
There's time and place for SMBs to adopt SaaS-based ERP

SMBs face many issues when implementing SaaS ERP operations versus on-premises, plus the fact that one size cloud-based ERP platform doesn't necessarily fit all companies. Continue Reading
Make room for AI applications in the data center architecture

For AI applications, the future is now. But implementing artificial intelligence in an enterprise data center presents obstacles for network, storage and compute infrastructures. Continue Reading

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