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Scaling Data and AI for Upstream: Andy Wang, Ph.D., CEO, Prescient Devices Inc.
Data science is experiencing strong growth in oil & gas, but scaling data science solutions to production is still a major challenge. This talk will explore the top challenges in scaling production-grade data science solutions from generating high-quality data at massive scale to solving computing resource limitations and database bottlenecks. We will use a drilling digital twin solution as a use case to show how to scale this solution to support 100+ rigs and process 2.1-Billion real-time data points and 57-Million database queries per day