AI Infrastructure
Top Stories
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Tip
24 Aug 2026
How AI workloads affect enterprise network design
Distributed AI workloads reshape the architectures and strategies that enterprises traditionally relied on to plan network work capacity, manage congestion and support east-west traffic. Continue Reading
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Feature
19 Aug 2026
Power-hungry AI data centers weigh viable energy sources
AI data centers are encountering political resistance in some communities, but they'll be built elsewhere. Survival depends on the power sources chosen and their availability. Continue Reading
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News
29 Jan 2020
New IBM Power9 server adds Nvidia, Google chips for AI workloads
Big Blue rolled out another member of its IBM Power9 server family targeted at corporate users who are ready to move beyond the training phase of their AI projects to the deployment phase. Continue Reading
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News
16 Dec 2019
Intel acquisition of Habana Labs expected to enhance AI portfolio
By purchasing Habana Labs, an AI hardware startup, Intel now has a more diverse AI portfolio in a quickly growing multi-billion-dollar hardware market. Continue Reading
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Feature
05 Dec 2019
AI in networking helps keep systems running
Network administrators are increasingly using AI tools to help them manage the growing complexity of their network infrastructure, a task that's getting more complicated by the day. Continue Reading
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Feature
25 Nov 2019
How to build a neural network from the ground floor
Deep learning is powering the development of AI. To build your own neural network, start by understanding the basics: how neural networks learn, correlate and stack with data. Continue Reading
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Feature
25 Oct 2019
How to develop a successful, modern AI infrastructure
Before AI can revolutionize business processes or decision-making, companies need a strong foundation. These tools, platforms and applications help enterprises get started with AI. Continue Reading
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Feature
11 Oct 2019
3 intelligent process automation use cases and how they work
Enterprises are pursuing intelligent process automation to take their digital transformation and RPA applications to the next level. Here's a look at three use cases. Continue Reading
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Feature
10 Oct 2019
Deep learning and neural networks gain commercial footing
Deep learning and neural networks are picking up steam in applications like self-driving cars, radiology image processing, supply chain monitoring and cybersecurity threat detection. Continue Reading
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News
03 Oct 2019
Cornell Tech puts computer vision into practice on clothing
A team at Cornell Tech built a clothing recognition dataset, and recently turned to Samasource, which provides AI training data services, to annotate tens of thousands of images. Continue Reading
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Feature
27 Sep 2019
Is artificial general intelligence possible in our lifetime?
Artificial general intelligence aims to create a wide-reaching, common-sense AI that behaves in a human fashion, but researchers and experts are questioning its plausibility. Continue Reading
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Feature
17 Sep 2019
Serverless machine learning reduces development burdens
Getting started with machine learning throws multiple hurdles at enterprises. But the serverless computing trend, when applied to machine learning, can help remove some barriers. Continue Reading
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News
27 Aug 2019
Huawei AI processor helps complete vendor's AI portfolio
The Chinese technology vendor Huawei aims to speed up AI training times with the launch of a new processor in China and a new AI computing framework. Continue Reading
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Feature
22 Aug 2019
Choosing the right chip foundation for AI-optimized hardware
Every enterprise is trying to implement AI and machine learning. But, before AI, before clean data and before platform comparison, enterprises need to find the best hardware to support AI. Continue Reading
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Feature
25 Jul 2019
Augmented intelligence applications showing ROI, broad success
Enterprise uses have shown that utilizing augmented intelligence technology increases ROI, productivity and linear success as compared to general AI or AGI. Continue Reading
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Feature
12 Jul 2019
GPU analytics speeds up deep learning, other data insights
GPU-based systems have become a popular platform for deep learning applications, and they're now also being used to accelerate analysis of IoT and geospatial data. Continue Reading
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News
24 Jun 2019
Tellius joins Google Cloud Partner Program
Tellius is now part of the Google Cloud Partner Program, which enables it to integrate with Google BigQuery and Google Analytics in addition to using the Google Cloud Platform. Continue Reading
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News
20 Jun 2019
New Amax servers aim to accelerate AI and ML workflows
The Amax BrainMax Series servers feature the latest Nvidia RTX GPU accelerator cards for intensive GPU and AI applications and deep learning initiatives. Continue Reading
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Feature
19 Jun 2019
AI network security tool autonomously does microsegmentation
To ensure network security, a U.S. law firm has turned to automated network microsegmentation vendor Edgewise. The startup uses machine learning to deploy microsegmentation. Continue Reading
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Feature
22 May 2019
Computer vision tools reach into test, healthcare, security
Gaining a reputation as a viable technology in niche applications like X-ray scans, fingerprint matching and robotics, computer vision looks to mainstream, commodified apps. Continue Reading
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Feature
22 May 2019
AI at the edge spurs decentralization, IoT interconnectivity
As AI spreads into most enterprises, it's imperative that devices or programs can make immediate smart decisions. Localized AI at the edge is aiming to tackle the lag. Continue Reading
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News
20 May 2019
Abbyy TimelinePI acquisition boosts process intelligence
With its acquisition of process intelligence software startup TimelinePI, document capture vendor Abbyy streamlines its content analysis and NLP capabilities. Continue Reading
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Feature
13 May 2019
Top computer vision retail uses and how they enhance shopping
Computer vision technology can help retailers make shopping in stores faster and easier for customers, while also improving checkout accuracy and theft prevention. Continue Reading
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News
07 May 2019
Google's Cloud TPU v2, v3 Pods accelerate ML training
For the first time, Google Cloud TPU Pods are available in public beta, enabling machine learning developers and engineers to more quickly deploy and train models. Continue Reading
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Feature
02 May 2019
AI for knowledge management boosts information accessibility
Integrating AI for knowledge management systems builds intelligent searches. Enterprises benefit from streamlined, smart content platforms that make information accessible. Continue Reading
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News
19 Apr 2019
Machine learning on edge devices solves lack of data scientists
Enterprises are having a hard time hiring data scientists, who are scarce and high-priced. But as edge devices get smarter, they may not need them as badly. Continue Reading
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News
10 Apr 2019
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. Continue Reading
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Feature
26 Mar 2019
Artificial intelligence creativity tools mimic human ability
Computational creativity seeks to understand and reproduce facets of human creativity. From songwriting to image creation, artificial intelligence creativity tools are on the rise. Continue Reading
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Feature
22 Mar 2019
RPA in banking gives fintech a competitive edge
RPA in banking is setting its sights on fintech and flexible banking to compete with traditional banking. Community banks still see hurdles despite potential to wield RPA. Continue Reading
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News
06 Mar 2019
Google AI division open sources GPipe neural network library
Google AI, the AI research and development team at Google, made GPipe a framework for building large-scale and accurate deep neural networks open source. Continue Reading
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Tip
28 Feb 2019
Perfect AI-defined infrastructure by analyzing your data center
Before implementing AI, evaluate your IT team and data storage center. Experts explain the fundamental elements of data storage required to tailor an AI-defined infrastructure. Continue Reading
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News
22 Feb 2019
Google Cloud Speech-to-Text, Text-to-Speech see upgrades
Google upgrades its cloud-based speech and text products with higher accuracy levels, new WaveNet voice options and support for several new languages. Continue Reading
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News
14 Feb 2019
IBM Watson OpenScale: AI control, monitoring for any cloud
OpenScale, a new IBM AI product, enables organizations to monitor their AI models. Global services provider KPMG is using OpenScale to help power its own AI monitoring tool. Continue Reading
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News
11 Jan 2019
Intel AI chip aims to boost inference for AI users
Adding to the Intel Nervana chip line, Intel and Facebook are expected to launch in the second half of 2019 a new processor designed to speed up inference. Continue Reading
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Feature
12 Dec 2018
Knowledge graph applications in the enterprise gain steam
As the maturity of knowledge graphs improves, enterprises are finding new ways to incorporate them into business operations, though stumbling blocks remain. Continue Reading
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Feature
23 Oct 2018
The steady evolution of RPA to intelligent automation
New technologies have led to new RPA types, as advances in AI, machine learning and natural language processing have evolved the original RPA tools of the 1990s. Continue Reading
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Feature
24 Sep 2018
Wayfair's computer vision technology gets your style
At Wayfair, the digital and physical worlds continue to converge thanks to computer vision and mixed reality tech, enabling customers to get a better feel for products before they buy. 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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Podcast
26 Jun 2018
Computer vision technology helps Trulia link buyers to homes
In this podcast, Trulia's vice president of engineering discusses the importance of computer vision applications to the website's overall goal of helping buyers find homes. Continue Reading
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Feature
06 Jun 2018
Generative adversarial networks could be most powerful algorithm in AI
The emergence of generative adversarial networks has been called one of the most interesting successes in recent AI development and could make AI applications more creative. 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
07 May 2018
Limitations of neural networks grow clearer in business
AI often means neural networks, but intensive training requirements are prompting enterprises to look for alternatives to neural networks that are easier to implement. Continue Reading
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Feature
27 Mar 2018
Artificial intelligence in business strategies, uses
SearchEnterpriseAI delivers news, tips and strategic advice on applying artificial intelligence technologies in the enterprise to improve products, services and operations. 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