NVIDIA GTC is happening April 12-16, 2021, bringing the premier artificial intelligence (AI) and deep learning (DL) conference to audiences around the globe. NetApp is a proud Diamond Sponsor of the 2021 virtual conference, and we’d love for you to join us. It’s going to be an exciting event, so register for free now […]
Organizations today are generating massive volumes of data at the network edge. To gain maximum business value from smart sensors and IoT data, they are looking for a real-time event-streaming solution that enables edge computing. Computationally demanding jobs are increasingly performed at the edge, outside of data centers. Artificial Intelligence (AI) inferencing is one of […]
In the past, compute and direct-attached storage have been used to feed data to AI workflows. But scaling with traditional storage can lead to disruption and downtime for ongoing operations. Disruptions affect the productivity of data scientists and data engineers. Downtime or slow AI performance can set off a chain reaction that reduces developer productivity […]
As organizations increase their use and spending ($110.7 billion by 2024) on artificial intelligence (AI) and machine learning (ML), they face challenges in data management, deployment complexity, and data availability. Many frameworks and toolkits in the industry attempt to make data more scalable and easier to deploy, but most fail to address the crucial challenge […]
Conversational artificial intelligence is revolutionizing business operations in every industry with applications like virtual agents, chatbots, and assistants. A conversational AI system engages in humanlike dialog, understands context, and offers intelligent responses by recognizing speech and text, understanding intent, deciphering language, and responding in a way that mimics human conversation. However, these AI models can […]
The DevOps and Automation agenda at NetApp® INSIGHT® was overflowing with a variety of ways for you to learn, engage, have fun, and become a true specialist. Whether you have yet to begin your digital transformation, or you’re looking to optimize what you’ve already started, at NetApp INSIGHT 2020 you’ll find what you need to survive and […]
The artificial intelligence (AI) agenda at NetApp® INSIGHT® was overflowing with a variety of ways for you to learn, engage, have fun, and become an AI specialist. Whether you have yet to begin your digital transformation, or you’re looking to optimize what you’ve already started, at NetApp INSIGHT 2020 you’ll find what you need to […]
Production AI teams spend roughly 80% of their time building and maintaining training data infrastructure. Data science teams shouldn’t have to build their own expensive and incomplete tools for managing their data. They need a platform that acts as a central hub for creating and managing training data with internal or external labeling teams. Better […]
Fast experimentation and successful business outcomes of AI are directly correlated, but many AI projects are rife with inefficient processes. The combination of data processing time and outdated storage solutions creates bottlenecks and workload orchestration issues, and static allocation of GPU compute resources limits the number of experiments that researchers can run. NetApp and […]
Artificial intelligence (AI) has been slower to take off in the field of pathology than in other areas of medicine. Other than in research settings, the road to fully digitized clinical pathology departments incorporating whole slide imaging (WSI), convolutional neural networks (CNNs), and cost-effective, high-performance computing and data storage is a work in progress. The […]
For the second year in a row, NetApp has won a coveted AI Breakthrough award for the Best Machine Learning Platform with our partner Lenovo. The AI Breakthrough Awards program was founded to recognize artificial intelligence (AI)–related technology innovators, leaders, and visionaries from around the world. All the award nominations for a range of […]
A conversational AI system engages in humanlike dialog, understands context, and provides intelligent responses. Such AI models are often huge and highly complex. With NetApp® ONTAP® AI, powered by NVIDIA DGX systems and NetApp cloud-connected storage systems, massive, state-of-the-art language models can be trained and optimized to run inference rapidly. In conversational AI systems, […]
Mike McNamara