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Technology·Edge Computing

Edge Computing

Processing and storage moved closer to the data source, away from centralised cloud.

Investment Outlook
Emerging
Market Size
Developing
Category
Technology

What It Is

Edge computing performs processing near where data is generated rather than sending everything to a distant data centre. The motivation is latency, bandwidth cost, and in many cases regulatory requirements that data not leave a jurisdiction.

It complements rather than replaces cloud computing, with workloads split between the two based on what each does better.

Where Capital Is Going

  • Edge AI inference hardware and accelerators
  • Distributed orchestration and management platforms
  • Telecommunications edge infrastructure
  • Industrial edge gateways
  • Content delivery and edge networking

Key Applications

  • Real-time industrial control and quality inspection
  • Autonomous vehicle on-board processing
  • Retail analytics and computer vision in store
  • Content delivery and streaming optimisation
  • Healthcare devices requiring local processing

Challenges

  • Managing software across large distributed fleets
  • Physical security of hardware outside data centres
  • Power and thermal constraints at the edge
  • Fragmented standards across vendors
  • Determining which workloads genuinely belong at the edge
Major Companies

Who's building in this space.

Cloudflare · Akamai · NVIDIA · Amazon Web Services · Fastly

Related

Explore adjacent technologies.

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