AI infrastructure
Enterprises investing in deep learning platforms need AI infrastructure sufficient enough to synthesize a massive amount of data. 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.
Top Stories
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News
31 Jul 2026
HPE storage exec dishes on AI, cyber, VMware migrations
It’s no secret that enterprises are trying to figure out their AI strategy. But where does storage for AI fit in? How does security affect it? And where can companies save money? Continue Reading
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Tip
30 Jul 2026
Essential metrics for AI hardware management
AI infrastructure requires monitoring compute, network, storage and business metrics to optimize performance, prevent bottlenecks and manage costs. Continue Reading
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Feature
06 Sep 2018
Machine learning in production challenges developers' skills
Deploying machine learning models requires an entirely different skill set than developing them, and data scientists and engineering teams need to be ready to bridge this gap. Continue Reading
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News
31 Jul 2018
Google's Edge TPU breaks model inferencing out of the cloud
Google's Edge TPU is a force multiplier to compete against the likes of Amazon, IBM and Microsoft, and to attract next-gen app developers. Continue Reading
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Feature
02 Jul 2018
GPU cloud tools take complexity out of machine learning infrastructure
While talk of AI on GPUs is abuzz, actually building a machine learning infrastructure remains a dark art. A startup's PaaS is looking to automate parts of the process. Continue Reading
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News
14 Jun 2018
Quantum computing applications creep forward
Tech vendors and users are moving forward on quantum computing tools and research. While still futuristic, developments bear watching, Forrester's Brian Hopkins says. Continue Reading
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Feature
14 Jun 2018
Tech experts weigh in on the AI hype cycle
AI expectations couldn't be any higher. Read why leading industry experts believe the hype is deserved and what developers can do to deliver on the technology's weighty promise. Continue Reading
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Buyer's Guide
22 May 2018
A complete guide to buying an enterprise AI infrastructure
Take a deep dive into the AI infrastructure market and learn about the vendors, products and strategies necessary to any successful enterprise AI initiative. Continue Reading
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News
18 May 2018
New Intel toolkit OpenVINO supports deep learning on CPUs
A new developer kit from Intel seeks to lower the bar for doing deep learning on CPUs and other types of chips to extract more intelligence from video. Continue Reading
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Feature
11 May 2018
A look at the leading artificial intelligence infrastructure products
The artificial intelligence infrastructure market is young and varied, with enterprise AI vendors offering everything from cloud services to powerful, and expensive, hardware. Continue Reading
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Feature
26 Mar 2018
IT, finance and marketing have uses for AI -- do you?
AI in healthcare improves patient outcomes. AI in IT aids employee compliance and security. AI in logistics, AI in marketing, AI in finance -- learn how your company can use AI. Continue Reading
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Tip
05 Feb 2018
Artificial intelligence data storage planning best practices
AI storage planning is similar to the storage planning you're used to: Consider capacity, IOPS and reliability requirements for source data and the application's database. Continue Reading
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Quiz
22 Jan 2018
Gauge your knowledge of cloud providers' AI technologies
As enterprise interest grows, major cloud providers continue to unveil machine learning and AI services. See how much you know about their offerings with this brief quiz. Continue Reading