SEATTLE– Amazon Web Services (AWS), is introducing six new (Formula 1) F1 Insights powered by AWS throughout the 2021 season, beginning with Braking Performance during the April 16-18 Italian Grand Prix at Imola.
F1 Insights powered by AWS are real-time racing statistics, displayed as on-screen graphics, that transform the fan experience before, during, and after each race by providing the data and analysis fans need to interpret driver and team race strategy and performance.
The new set of statistics for 2021 will use a range of AWS technologies, including machine learning, to help fans better understand and highlight potential race outcomes and compare their favorite drivers and cars.
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F1 racing is a data-driven sport where much of the thrill for fans comes from poring over statistics before and after a race to gain a deeper understanding of driver and team decisions and cars’ performance on the track.
More than 300 sensors on each race car generate more than 1.1 million data points per second that F1 transmits from the cars to the pit and onto AWS for processing. F1 relies on the breadth and depth of AWS services to stream and analyze that flood of data as it is generated, and then present it in a meaningful way for TV and online viewers around the world through the F1 Insights.
The first F1 Insight to be introduced this season, Braking Performance, shows how a driver’s braking style during a cornering maneuver can deliver an advantage coming out of the corner. When executed well, braking optimizes a car’s speed through the phases of cornering and enables the driver to gain a better position on the track.
This stat displays and compares drivers’ braking styles and performance by measuring how closely they approach the apex of a corner before braking. In addition, it will show the key performance metrics that lead to how the car and driver perform together when cornering, such as top speed on approach, speed decrease through braking, the braking power (KWH) utilized, and the immense G-forces drivers undergo while cornering. Braking Performance builds on the existing Corner Analysis statistic, which shows how cars physically perform while cornering.
Braking Performance and the other five new F1 Insights powered by AWS will debut as on-screen graphics from April through December this season. Each new stat offers fans more visibility into the split-second action on the track and the decision-making behind the pit wall.
To create the new insights, F1 uses historical race data stored in Amazon Simple Storage Service (Amazon S3) and combines it with live data streamed from F1 race cars and trackside sensors to AWS through Amazon Kinesis, a service for real-time data collection, processing, and analysis.
F1 engineers and scientists will use this data to leverage machine learning models with Amazon SageMaker, AWS’s service that helps developers and data scientists build, train, and deploy machine learning models quickly in the cloud and at the edge.
F1 is able to analyze race performance metrics in real-time by deploying those machine learning models on AWS Lambda, which is a serverless compute service that can run code without the need to provision or manage servers.
All of the insights will be integrated into the races’ international broadcast feeds around the globe, including F1’s digital platform, F1TV, helping fans to understand the split-second decisions and race strategies made by drivers or teams that can dramatically affect a race outcome.
“F1 Insights Powered by AWS give fans an insider’s view of how car, driver, and team function together so that they can better appreciate the action on the track,” said Rob Smedley, chief engineer of FORMULA 1. “With this new set of racing statistics for 2021, we are going deeper than ever before. New Insights like Braking Performance and Undercut Threat peel back additional layers of race strategies and performance and use advanced visualizations to make the sport of racing even more understandable and exciting. Race car technology improves all the time, and thanks to AWS, our fans can appreciate how that technology impacts race outcomes.”
For further information, the AWS press release can be viewed by clicking HERE.