Project Magna brings AI to virtual infrastructure
Also under development is Project Magna, an initiative that aims to leverage artificial intelligence and machine learning to build virtual infrastructure that can self-optimize. It applies reinforcement learning to data-center environments to drive greater performance and efficiencies, according to VMware.
“It helps connect the dots across huge data sets and gain a deep insight across the stack,” from application code, software infrastructure and hardware infrastructure to the public cloud and the edge, O’Farrell said. “It leverages hundreds of control points to optimize your infrastructure on KPIs of cost, performance, even user-specified policies.”
In a demonstration, VMware showed how Project Magna can learn and understand application behavior, and then use that knowledge to model, test and reconfigure a network – choosing a more optimal network frame size – for greater performance.
“This is a use of machine learning and AI which will automatically transform how you automate these data centers,” O’Farrell said. “The goal is true automation of your infrastructure, so you get to focus on the applications which really serve the needs of your business.”
VMware's blockchain play: Project Concord
Project Concord is VMware’s initiative to help enterprises address their blockchain goals, and it’s available now as an open source project.
Blockchain is beginning to appear among enterprise data-center workloads, O’Farrell said. “We are seeing increasing numbers of organizations evaluating blockchains for smart contract and digital consensus solutions. This technology is really becoming – or potentially becoming – a critical role in how businesses will interact with each other.”
Project Concord is a scalable, energy-efficient, decentralized trust infrastructure for digital consensus and smart contract execution. It can be used to power distributed trust infrastructures, including blockchains. VMware’s vision is to build additional enterprise-focused elements – such as audit and compliance capabilities, security and fault tolerance, and integration with other VMware offerings – around the Project Concord consensus engine to facilitate trusted information sharing among enterprises.
“This is not just another blockchain implementation. We have focused, very squarely, on making sure that this is good for enterprises. It focuses on performance. It focuses on scalability,” O’Farrell said. “We have seen examples where running consensus algorithms has taken over 80 days on some of the most common and widely used infrastructure in blockchain. And with Project Concord, you can do that in two-and-a-half hours.”
0 Comments
Please do not enter any spam link in the comment box