https://murateksi.com/tags/real-time/Recent content in Real-Time on Murat EksiHugoen-usMon, 20 Nov 2023 10:00:00 +0100https://murateksi.com/case-studies/bundesliga-real-time-ml/Mon, 20 Nov 2023 10:00:00 +0100https://murateksi.com/case-studies/bundesliga-real-time-ml/Context The Deutsche Fußball Liga (DFL), which operates the Bundesliga and 2. Bundesliga, runs a digital products group called DFL Digital Sports. They license real-time match data and insights to broadcasters, clubs, and betting partners worldwide. They wanted to add machine-learned match signals, like expected goals, shot quality, pressing intensity, to the live data feed. The requirement was sub-two-second latency from event on the pitch to signal on the broadcast graphic.