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Real-Time IoT Fleet Tracking Pipeline

Process telemetry from 10,000+ delivery trucks in real-time for routing and fuel optimization.

Our role: Big Data Cloud Architect

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The challenge

Connectivity issues, very high throughput TB/day; could not provide real-time alerts.

What Devs & Logics delivered

  • Solution 1: IoT Core + Kinesis for secure ingestion and buffering
  • Solution 2: Apache Flink on EMR for stateful stream processing
  • Solution 3: OpenSearch for hot dashboards and S3 (Parquet) for cold storage + Athena
  • Solution 4: Edge compute with AWS Greengrass for offline critical alerts

Outcomes

  • Fuel costs reduced by 12% via optimized routing
  • Real-time visibility to 99.8% of fleet
  • Preventative alerts reduced breakdowns by 20%

Technologies

AWS IoT CoreKinesisEMR (Flink)OpenSearchAWS GreengrassLambdaJenkinsAnsible
saas mvp development

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