All-flash storage vendor Pure Storage and high-performance GPU-based computing developer Nvidia have collaborated on the development of a purpose-built artificial intelligence-ready system that is available exclusively through channel partners.
The new AIRI system combines Pure Storage's FlashBlade all-flash storage array for unstructured data, the Nvidia DGX-1 GPU-based platform for AI, and a new Pure Storage software for scaling the system to up to four nodes.
AIRI, or Artificial Intelligence Ready Infrastructure, was introduced Tuesday at the Nvidia GPU Technology Conference held in San Jose, Calif.
AIRI is the industry's first complete AI-ready architecture, said Matthew Burr, FlashBlade general manager for Mountain View, Calif.-based Pure Storage.
"AIRI was built for enterprises wondering how to get into AI," Burr told CRN. "It's technology born of hyperscalers and high performance computing, and looks at data scientists as users."
AIRI is targeted specifically at ensuring data scientists have the data they need to be productive, Burr said. Unlike in the traditional enterprise world, where the focus is on writing code for serial processing, data scientists work with neural networks and parallel processing, he said.
"We're going to use the petabytes of data in data lakes or collected by IoT to help them make decisions about what code to write, or what cars to drive, or what coffee to make in the morning," he said.
AIRI is based on the Pure Storage FlashBlade, which the company said was architected for modern analytics and AI, along with up to four Nvidia DGX-1 supercomputers which can deliver up to 4 petaFLOPS of performance with Nvidia Tesla V100 GPUs. They are interconnected with two Arista 100GbE switches. AIRI is supported by the Nvidia GPU Cloud deep learning stack and Pure Storage AIRI Scaling Toolkit.
"We're taking racks of compute and storage, and compressing it all into a single rack," Burr said.
The AIRI software is key to making the entire system work, said Roy Kim, AI solutions lead for Pure Storage.
Just connecting racks of compute and storage is not enough for AI, as most AI research is done with a single server which prevents them from being used by multiple users, Kim told CRN. Furthermore, single server offerings will see bottlenecks between the servers and the storage, he said.
"Today, an AI research running on a single PC or server can wait for a month for a simulation," he said. "Our AIRI scaling toolkit lets a single job scale across up to four supercomputers to provide up to four times the performance. This provides the headroom for our FlashBlade to do more."
AIRI is a channel-only offering, given that Pure Storage only works via channel partners, Kim said. It will be jointly marketed by both Pure Storage and Nvidia, he said. The company currently has four U.S.-based channel partners and one in Europe.
One of those partners is Groupware Technology, a Campbell, Calif.-based channel partner of both Pure Storage and Nvidia.
Groupware President Mike Thompson told CRN that his company has been running the Nvidia DGX-1 and Pure Storage FlashBlade technologies independently in its customer lab for some time, and that it made sense to put them together even before he heard of AIRI.
"Even prior to the formal partnership between the two, we've had a complete solution up and running in our lab," he said. "We've already done some PoCs (proofs of concept), and are making the solution available to rent to customers to use for research."
Groupware in the last six months has seen growing interest in AI in several fields, including financial and manufacturing, Thompson said.
"We understand GPUs and the integration of the storage component," he said. "We are also creating partnerships with data scientist organizations to see how to take advantage of this technology."
Groupware has been developing its AI expertise for at least 12 months, Thompson said. "It started for us as an infrastructure play, he said. "We focused on capturing the data. Now the focus is on how to make sense of that data."
Kim said Pure Storage and Nvidia are open to working with more channel partners on AIRI. Partners would need to be certified on the Nvidia DGX-1 with expertise in deep learning, and be a certified Pure Storage partner, he said.