Enterprises are struggling to build out the infrastructure they need to tap into the power of AI at scale. Maintaining separate silos of data center AI infrastructure to address analytics, training, and inference workloads creates complexity, drives up costs, and constrains performance. The new NVIDIA DGX A100 system announced today is designed to unify AI workloads […]
The pace of digital innovation is accelerating across all industries in response to the COVID-19 pandemic. Whether you’re a nurse or doctor on the frontlines of patient care, or a retailer providing food and other critical supplies to people on lockdown across the globe, artificial intelligence (AI) technologies play an instrumental role. This blog […]
The world is undergoing an unprecedented digital shift in response to the COVID-19 pandemic. While the economic shock may be widespread, enterprises that best position themselves to satisfy emerging demands will fare the best. Increasingly, digital success depends on AI—in the form of intelligent chatbots and recommender systems, more flexible and efficient supply chains […]
SC19, the premier supercomputing conference, is happening this week (November 17-22) at the Colorado Convention Center in Denver. You can find NetApp at Booth #249. This year, NetApp is highlighting technologies to satisfy both HPC and AI needs, including important collaborations with our partners NVIDIA and ScaleMatrix. The NetApp AI team is on hand to […]
NetApp Insight 2019 is happening October 28-30 at the Mandalay Bay in Las Vegas. At this year’s event you’ll hear from experts on how to fuel data-driven innovation on the world’s biggest clouds, learn how industry leaders modernize IT, and be able to take part in immersive breakout sessions, certification programs, and hands-on labs. At […]
In my last blog, I talked about ways to leverage data engineering and data science technologies to solve autonomous vehicle (AV) challenges, including approaches for gathering data from test and survey vehicles, HD mapping, training DNNs, and simulation. There are a variety of possible entry points for companies initiating or expanding an autonomous vehicle […]
Last time I talked about how automotive companies are using AI for a wide variety of use cases from autonomous vehicles to connected cars to mobility as a service. This time I want to dig into ways to leverage the data engineering and data science technologies I’ve been discussing to solve autonomous driving challenges. […]
So far in this blog series, I’ve focused on the nuts and bolts of planning AI deployments, building data pipelines from edge to core to cloud, and the considerations for moving machine learning and deep learning projects from prototype to production. Over the next several months, I want to focus on real-world AI use cases […]
In my previous post, I explained how NetApp and NVIDIA bridge the CPU and GPU universes, enabling you to tackle a wide variety of computing problems more efficiently: NVIDIA GPU computing helps you significantly reduce server sprawl, and NetApp helps you reduce data sprawl by coupling flash, NVMe-oF, and SCM acceleration with intelligent data management, […]
Data center technology moves in cycles. In the current cycle, standard compute servers have largely replaced specialized infrastructure. This holds true in both the enterprise and the public cloud. Although this standardization has had tremendous benefits, enabling infrastructure and applications to be deployed more quickly and efficiently, the latest computing challenges threaten the status […]
In my previous blog, I talked about the significant advantages that ONTAP AI provides for anyone that wants to deploy AI infrastructure quickly and get results fast. ONTAP AI combines: NVIDIA DGX-1 AI supercomputers NVIDIA’s fully optimized deep learning software stack NetApp’s AFF A800 for breakthrough I/O performance NetApp Data Fabric for edge to core […]
In this blog series, I’ve focused on how NetApp can help you streamline your artificial intelligence projects. With technologies and services for managing data everywhere, NetApp is well positioned to solve your AI data challenges. With the announcement of NetApp® ONTAP® AI, we’re taking our commitment to your AI success a step further. Built […]
Santosh Rao