target audience: TECH BUYER  Publication date: Aug 2024 - Document type: Tech Buyer Presentation - Doc  Document number: # US52101325

Harnessing Hybrid Infrastructure to Fuel AI Business at Scale: A C-Suite Playbook

By: 

  • Mary Johnston Turner Loading
  • Ashish Nadkarni Loading
  • Penny Madsen Loading
  • Tom Mainelli Loading
  • Stephen Elliot Loading

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  • 30 slides


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Abstract


This IDC Tech Buyer Presentation provides C-suite tech and business leaders with guidance to ensure that computing and storage decisions made to support AI proof-of-concept (POC) trials are designed in a way that ensures production-scale deployments will be able to take full advantage of the best fit-for-purpose infrastructure options available.

The presentation guides decision-makers to evaluate workload-specific performance, cost, and security parameters required to support large numbers of users over time and provides examples of frameworks for looking beyond GPUs to match specific workloads to the most appropriate infrastructure options, whether located on premises, in public clouds, at the edge, or in managed service or colocation sites.

Specifically, this presentation explains why it is critical to:

  • Look beyond GPUs and leverage a range of fit-for-purpose platforms optimized for the unique needs of different AI use cases in production
  • Establish a consistent framework for assessing workload requirements and deployment choices based on critical SLOs and KPIs
  • Focus on data first when making infrastructure choices
  • Plan for interoperable hybrid architectures
  • Be ready to continuously adapt as infrastructure and AI capabilities evolve


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