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Building Chipset Differentiation with AI Optimization across the Distributed Compute Continuum

Publish Date: 17 Apr 2024
Code: AN-6140
Research Type: Report
Pages: 12
RELATED SERVICE: AI & Machine Learning
Actionable Benefits

Actionable Benefits

  • Understand competitor approaches to Artificial Intelligence (AI) optimization.
  • Develop understanding of market opportunity across cloud, edge, and device with Total Addressable Market (TAM) assessment.
  • Explore opportunities to develop software proposition and build developer engagement.
Research Highlights

Research Highlights

  • Analysis of chipset vendor software strategies across distributed compute continuum.
  • Overview of key players in market and strategic approach to optimization.
  • Examination of key trends and recommendations about what to focus on.
Critical Questions Answered

Critical Questions Answered

  • How quickly will AI optimization revenue grow across the cloud, edge, and device?
  • Which chip vendors have built leading AI optimization solutions?
  • Which emerging areas should chip vendors invest in to build their developer value proposition?
  • Should chip vendors partner or acquire to build their software ecosystem?
Who Should Read This?

Who Should Read This?

  • AI chip industry strategists across mature incumbents and new entrants looking to build developer engagement.
  • Software ecosystem executives evaluating partnerships with chip vendors.
  • Chip vendor software leaders looking to redefine product and commercial strategies.

Table of Contents

Key Findings

Key Forecasts

Key Companies and Ecosystems

NVIDIA
AMD
Intel
MediaTek
Recogni
STMicroelectronics
Qualcomm
NXP

Comparing Approaches across the Cloud, Edge, and Device

Expanding Chipset Developer Value Proposition

Technical and Commercial Opportunities to Explore
On-Device Commercialization Opportunity Requires SDKs

Partnerships, Integration, and Acquisition Can Support Chipset Differentiation

 

Companies Mentioned

  • AMD
  • Google
  • Intel Corporation
  • MediaTek Inc
  • NVIDIA
  • NXP Semiconductors
  • Qualcomm Inc
  • Recogni
  • STMicroelectronics