Paper Title

RACING INTO THE DATA AGE: SENSOR INTELLIGENCE, ADVANCED ANALYTICS, AND KAFKA IN FORMULA 1 RACE CAR

Authors

Rohit Nimmala

Jagrut Nimmala

Keywords

formula 1
sensor technology
real-time data streaming
apache kafka
advanced analytics
telemetry
control systems
data processing
alteryx
performance optimization
race strategy
predictive modeling
machine learning
cloud computing
iot

Article Type

Research Article

Journal

International Journal of Artificial Intelligence & Machine Learning

Issue

Volume : 3 | Issue : 1 | Page No : 69-74

Published On

March, 2024

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Abstract

In the high-octane world of Formula 1, data has become as crucial as horsepower. "Racing into the Data Age: Harnessing Sensor Intelligence, Advanced Analytics, and Kafka's Real-Time Stream in Formula 1" probes into the pivotal role of advanced sensor technology, Kafka's real- time data streaming capabilities, and sophisticated analytics in shaping the strategies and successes of F1 teams. This white paper explores the intricate network of sensors generating over 1.5 billion data points per race weekend, Kafka's efficiency in streaming this data in milliseconds, and how analytical tools like Alteryx enable real-time insights for strategic decision-making. It aims to provide a wide-ranging understanding of the data dynamics driving modern Formula 1, revealing a digital revolution that complements the traditional roar of engines on the track.