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Artificial Intelligence and Machine Learning for Edge Computing

Publish Date: 10 Jan 2021
Code: MD-AIDGE-101
Research Type: Market Data
Actionable Benefits

Actionable Benefits

  • Provide clear guidance on the growth opportunities in gateways and on-premise servers with edge AI solution.
  • Identify market niches, set realistic sales performance and formulate the right messaging and strategies for AI products.
  • Educate internal stakeholders on the latest development in cloud and edge AI across various verticals.
Research Highlights

Research Highlights

  • Shipment of gateways and on-premise servers with edge AI chipset across 17 verticals.
  • Market share of key AI chipset vendors.
  • Evolution of AI chipset architecture.
Critical Questions Answered

Critical Questions Answered

  • What is the current market dynamic between different AI chipset vendors based on architecture and revenue?
  • How will cloud and edge AI chipset deployment evolve over time?
  • How will AI training and inference workload evolve over time in gateways and on-premise server?
Who Should Read This?

Who Should Read This?

  • Product strategists at AI chipset vendors.
  • Innovation and marketing leaders in gateways and on-premise server vendors.
  • Decision makers looking to identify the right AI solution for internal projects.

Tables

  1. Definitions for Major Forecasting Categories, Devices, Gateways, and Servers with Edge AI Chipsets
  2. Total Shipments and Installed Base for Edge AI Gateways by Vertical, World Markets, Forecast: 2019 to 2025
  3. Total Shipments and Breakdown for Edge AI Gateways by AI Workload, World Markets, Forecast: 2019 to 2025
  4. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways by Architecture, World Markets, Forecast: 2019 to 2025
  5. Vendor Revenue and Market Share for Edge AI Inference Chipsets for Edge AI Gateways, World Markets, Historical: 2019 to 1H 2020
  6. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways by Architecture, World Markets, Forecast: 2019 to 2025
  7. Vendor Revenue and Market Share for Edge AI Training Chipsets for Edge AI Gateways, World Markets, Historical: 2019 to 1H 2020
  8. Total Shipments and Installed Base for On-Premises AI Servers by Vertical, World Markets, Forecast: 2019 to 2025
  9. Total Shipments and Breakdown for On-Premises AI Servers by AI Workload, World Markets, Forecast: 2019 to 2025
  10. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises AI Servers by Architecture, World Markets, Forecast: 2019 to 2025
  11. Vendor Revenue and Market Share for Edge AI Inference Chipsets for On-Premises AI Servers, World Markets, Historical: 2019 to 1H 2020
  12. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises AI Servers by Architecture, World Markets, Forecast: 2019 to 2025
  13. Vendor Revenue and Market Share for Edge AI Training Chipsets for On-Premises AI Servers, World Markets, Historical: 2019 to 1H 2020

Companies Mentioned

  • CPU
  • Google
  • Huawei
  • Lattice Semiconductor
  • NVIDIA
  • Samsung