GMC-130 School Bus Monitoring Simulation w/ Apache Kafka

Our project is a proof-of-concept of event-streaming bus telemetry data using Apache Kafka (Kafka), as requested by our client, Gwinnett County Public Schools (GCPS). The Kafka event stream is more efficient than GCPS’s current process of pulling bus telemetry data: calling APIs every 5 seconds. Moving to Kafka will provide GCPS near real-time insights into bus locations and speeds, giving visibility to whether buses drive safely and punctually. Our simulation produces synthetic bus data to be passed through Kafka and consumed. It features two UIs for system monitoring and data visualization.

Publication Details

Journal
DigitalCommons - Kennesaw State University (Kennesaw State University)
Published
2024-11-20
Primary Topic
Lightning and Electromagnetic Phenomena
Type
article
Field-Weighted Citation Impact
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article

GMC-130 School Bus Monitoring Simulation w/ Apache Kafka

DigitalCommons - Kennesaw State University (Kennesaw State University)
Lightning and Electromagnetic Phenomena
article

GMC-130 School Bus Monitoring Simulation w/ Apache Kafka

article en

Abstract

Our project is a proof-of-concept of event-streaming bus telemetry data using Apache Kafka (Kafka), as requested by our client, Gwinnett County Public Schools (GCPS). The Kafka event stream is more efficient than GCPS’s current process of pulling bus telemetry data: calling APIs every 5 seconds. Moving to Kafka will provide GCPS near real-time insights into bus locations and speeds, giving visibility to whether buses drive safely and punctually. Our simulation produces synthetic bus data to be passed through Kafka and consumed. It features two UIs for system monitoring and data visualization.

DigitalCommons - Kennesaw State University (Kennesaw State University)
Quality Education
Openalex Percentile: Top 50%
Lightning and Electromagnetic Phenomena
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GMC-130 School Bus Monitoring Simulation w/ Apache Kafka · DigitalCommons - Kennesaw State University (Kennesaw State University) (2024) | TGRS Research Map | TGRS