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EDGE COMPUTING
The data centre industry has spent decades optimising for consolidation. Autonomous vehicles require the opposite. Processing must happen at the source, within milliseconds, in environments that would fail most server infrastructure standards.
The edge computing for autonomous vehicles market reached US $ 7.64bn in 2024 and is expected to reach US $ 39bn by 2032, growing at 22.6 % annually. The Automotive Edge Computing Consortium forecasts 100 million connected vehicles between 2025 and 2030, generating 100 petabytes of data per month.
The latency requirements differ from traditional data centre operations. At 120km / h with 3ms latency, the difference determines whether a vehicle hits an object or avoids it. Traditional cloud-based methods incur 20 to 100ms delays. Reducing reaction times by 20 milliseconds can decrease accident rates by 30 %.
Autonomous vehicles produce data at a rate of 1GB per second from raw video, depth maps and environmental sensors. The network bandwidth required to transmit that volume to remote data centres does not exist at scale. The alternative is local processing.
Qualcomm and BMW deploy system-on-chip architecture across 60 countries Qualcomm Technologies and BMW Group have introduced Snapdragon
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