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Opportunities for Heterogenous Computing: General & Generative AI at the Edge

Price: Starting at USD 1,950
Publish Date: 07 Feb 2024
Code: AN-5471
Research Type: Report
Pages: 11
RELATED SERVICE: AI & Machine Learning
Actionable Benefits

Actionable Benefits

  • Gain a comprehensive understanding of heterogenous Artificial Intelligence (AI) chipsets addressing generative AI workloads at the edge.
  • Identify novelties about the current innovation cycle affecting smartphones and Personal Computers (PCs).
  • Ascertain key partnerships and ecosystems forming around on-device generative AI.
Research Highlights

Research Highlights

  • Heterogenous AI chipsets shipping in late 2023 or 2024.
  • Shipment forecasts until 2030.
  • Vendors’ software offerings enabling efficient on-device generative AI.
Critical Questions Answered

Critical Questions Answered

  • What influence is on-device generative AI having on the edge AI market?
  • Why does productivity-enhancing AI change the market dynamics and increase demand?
  • How are chipsets addressing on-device generative AI workloads, and how do they differ from “traditional” AI workloads for entertainment use cases?
Who Should Read This?

Who Should Read This?

  • Independent Software Vendors (ISVs) identifying partnerships for their on-device AI applications.
  • Investors analyzing what has impacted the on-device generative AI market, and how it will move the needle going forward.
  • Chipset vendors seeking greater insight into competitors’ activity around on-device generative AI.

Companies Mentioned

AMD
Apple Inc.
Google
Intel Corporation
MediaTek Inc
NVIDIA
Qualcomm Inc
Samsung

Table of Contents

Key Findings

Key Forecasts

Key Companies and Ecosystems

Key Partnerships Forming around Heterogenous Edge AI Chipsets

The Next Stage of On-Device AI Is Generative

Novel Productivity-Focused Use Cases Boost Replacement Cycles

SDKs Enabling Heterogenous Edge AI Computing

Companies Mentioned

  • AMD
  • Apple Inc.
  • Google
  • Intel Corporation
  • MediaTek Inc
  • NVIDIA
  • Qualcomm Inc
  • Samsung