Transforming spatiotemporal data analysis with GPUs and generative AI
Spatiotemporal data, which comes from sources as diverse as cell phones, climate sensors, financial market transactions, and sensors in vehicles and containers, represents the largest and most rapidly expanding data category. IDC estimates that data generated from connected IoT devices will total 73.1 ZB by 2025, growing at a 26% CAGR from 18.3 ZB in 2019.
According to a recent report from MIT Technology Review Insights, IoT data (often tagged with location) is growing faster than other structured and semi-structured data (see figure below). Yet IoT data remains largely untapped by most organizations due to challenges associated with its complex integration and meaningful utilization.