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Enhancing AI projects with advanced cloud GPU servers

Dataconomy

A common use is in deep learning, where large neural networks require significant computational resources for training and inference. Neural networks, a core component of many AI applications, also benefit from the high memory capacity and processing power of advanced cloud GPU servers. Cost efficiency is another key aspect.

Cloud 45
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Fountainhead: HPQ & CSCO: Analysis of New Blade Environments

Fountainhead

” From a network performance perspective, Matrix includes 2x10Gb ‘fabric’ connections, 16x8Gb SAN uplinks, and 16x10Gb Ethernet uplinks. As you would expect, the system has pretty fast networking; Cisco’s system includes 2x10Gb fabric interconnects, 8x4Gb SAN uplink ports, and 8x10Gb Ethernet uplink ports.

Analysis 147
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The parallel universe of computing: How multiple tasks happen simultaneously?

Dataconomy

Parallel processing can help to improve the performance of these applications by distributing tasks among multiple processors and reducing the processing time required to render graphics or process multimedia data. This can lead to poor performance and reduced efficiency, especially in large-scale systems.

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Fountainhead: Differing Target Uses for IT Automation Types

Fountainhead

A specific angle I want to address here is that of infrastructure automation ; that is, the dynamic manipulation of physical resources (virtualized or not) such as I/O, networking, load balancing, and storage connections - Sometimes referred to as "Infrastructure 2.0". a Fabric), and network switches, load balancers, etc.

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Managing What Matters In the Cloud: The Apps » Data Center.

Data Center Knowledge

He has more than 20 years of experience in assisting cloud, storage and data management technology companies as well as cloud service providers to address rapidly expanding Infrastructure-as-a-Service and big data sectors. Modular Data Centers. Networking. Sign up for the Data Center Knowledge Newsletter.

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Fountainhead: An Ideal Datacenter-in-a-Box

Fountainhead

Essentially the punchline is this: Weve taken the most commonly-purchased hardware configuration and management tools used by mission-critical IT Ops, and integrated them into a single product with a single GUI that you can install and use in ~ 1 day. If you dont believe Dell hardware is ready for the Data Center, then think again.

Dell 138
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Fountainhead: Emergence of Fabric as an IT Management Enabler

Fountainhead

Last week I attended Gartners annual Data Center Conference in Las Vegas. Four days packed with presentations and networking (of the social kind). In fact, Compute fabrics might just be the next big thing after OS virtualization. Virtual networking. This permits physically flatter networks.