Training artificial intelligence (AI) algorithms requires data to flow like an overly sun-screened kid on a water slide. Remove AI infrastructure bottlenecks and optimize performance from edge to core to cloud.
The process of operationalizing artificial intelligence (AI) requires massive amounts of data to flow unhindered through a five-stage pipeline, from ingest through archive. As enterprises of all types embrace AI technologies, they face data challenges (aka bottlenecks) from edge to core to cloud.
As the data authority on hybrid cloud, NetApp® AI solutions remove bottlenecks at the edge, core, and cloud to enable more efficient data collection, accelerated AI workloads, and smoother cloud integration.
Overcoming the challenges of building an AI architecture for machine learning (ML), deep learning (DL) and other AI workflows requires careful infrastructure planning. By understanding the performance requirements, datasets, and data services needed, you can build a pipeline that smooths the flow of your data while delivering optimal performance.
With a cloud-first strategy, NetApp has the right suite of products to handle intelligent AI and ML data movement from edge to core to cloud.
The amount of data generated by smart edge devices and a large number of ingestion points can overwhelm compute, storage, and networks at the edge. NetApp® solutions allow edge-level analytics to process and selectively pass on data during ingest, create different tiers of data service, and accelerate data movement.
The core is the heart of your AI data pipeline, and it demands high I/O performance. From preprocessing data so it’s most valuable to feeding the data to the neural networks for model training, NetApp® solutions for the core remove performance bottlenecks and accelerate AI workloads.
The benefits of the cloud can be leveraged for AI in several ways, including cold storage tiering, backing up, and archiving. The cloud also offers an ideal environment to begin development of AI workflows, run proofs of concept, and form a foundation to expand on.
NetApp® ONTAP® AI is built on a verified architecture that combines NVIDIA DGX servers, NetApp all-flash storage, and Mellanox or Cisco networking. ONTAP AI supercharges your AI and DL environments by streamlining the flow of data and speeding up training and inference.
Leverage our complete portfolio of AI solutions that support everything you need to get your data flowing from edge to core to cloud.
Companies seeking to increase their use of AI and machine learning (ML) face three major challenges: workload scalability, deployment complexity, and data availability. The NetApp® AI Control Plane enables you to drive your AI and ML projects forward with extreme scalability, streamlined deployment, and nonstop data availability—whenever and wherever you need it.
From storage and services to the world’s most cutting-edge cloud solutions, NetApp can simplify your life and amplify your performance. Answer a few simple questions to get the solutions your business demands. Wouldn’t it be nice if everything in life was this easy?
As the benefits of AI become more apparent, organizations across a wide range of industries are leveraging it to gain valuable insights from the large amounts of data they generate.
Whatever workloads flow through your AI data pipeline, meet all of your growing AI and DL capacity and performance requirements with leading NetApp® data management solutions.
Artificial intelligence, deep learning, and machine learning on your premises and in the hybrid cloud.
Collect and deliver data efficiently from the edge, using IoT devices and aggregation points.
We’re proud to announce that NetApp recently earned three distinguished AI awards: "Best Machine Learning Platform" and “Best AI Solution for Big Data” from AI Breakthrough and “Corporate Innovation in AI” from The Alonics. These awards validate the incredible amount of work we’ve put into delivering smart, powerful, and trustworthy AI solutions.
Leading doctors are building data-driven diagnostics on NetApp to help improve patients’ lives.
Uses AI for world-changing innovation.
Introducing the NetApp AI Partner Connect network—a trusted AI partner ecosystem that extends and enhances NetApp® technology for all of your AI and ML projects.
NetApp® Keystone™ provides flexible pay-as-you-go cloud consumption models whether you build or buy, on your premises or in the public cloud. And always on your own terms.
There couldn’t be a better time than right now for your digital transformation. And the smartest move you can make is to join forces with NetApp today.
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