Engineers create ‘smart’ system to prevent future infrastructure disasters
When the Francis Scott Key Bridge in Baltimore, Maryland, collapsed on March 26, 2024, engineers and city managers around the U.S. and world scrambled to assess the safety of infrastructure in their communities. Michigan State University researchers have developed a “deploy-and-forget” system that combines sensors with artificial intelligence, or AI, to assess the health of infrastructure like bridges, roads and dams, before and after events that could damage them.
Enterprises across many industries are adopting artificial intelligence (AI) and machine learning (ML) at a rapid pace. Many factors fuel this accelerated adoption, including a need to realize value out of the massive amounts of data generated by multichannel customer interactions and the increasing stores of data from all facets…
Apache Spark is a fundamental part of most modern lakehouse architectures, and Google Cloud's Dataproc provides a powerful, fully managed platform for running Spark applications. However, for data engineers and scientists, debugging failures and performance bottlenecks in distributed systems remains a universal challenge. Manually troubleshooting a Spark job requires piecing…