~/talk

Use sports data to elevate fan engagement and performance

Talkat AWS Summit ANZ 2023 · on Tuesday, 2023-04-04· [data-engineering, machine-learning]
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AWS shows concrete pipelines and results: a realtime telemetry platform using Amazon Kinesis Data Streams, Kinesis Data Firehose, Apache Flink (Kinesis Data Analytics), Amazon Timestream, DynamoDB, S3 and API Gateway that Velon uses to stream rider speed/power/HR to broadcast and social channels for a 565 million potential audience. Formula 1 cuts a two‑car simulation from four days to eight hours and records 30% more overtakes; Bundesliga boosts article reads 67% with AWS Personalize and serverless graphics (Fargate, Lambda). Systems scale to 1.1M points/sec and run in production.

AI-written summary · about

  1. 0:00Introduction to AWS sports
  2. 2:03Challenges in modern sports
  3. 4:36Formula 1 and AWS collaboration
  4. 6:38Strategies for fan engagement
  5. 9:31Bundesliga case study
  6. 11:43Data-driven performance insights
  7. 14:54Local sports success stories
  8. 17:03Broadcast and digital innovation
  9. 19:14The Velon cycling deep dive
  10. 24:55AWS innovation mechanisms
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