Gaming’s New Power Couple: Streaming Data and Real-Time Analytics

Learn how Confluent and StarTree are transforming real-time data pipelines in the gaming industry by delivering actionable insights from game telemetry data. This video will explore how streaming data platforms and real-time analytics work together to solve critical challenges in game development, including player engagement, monetization, and operational efficiency. We’ll break down where Confluent and StarTree fit in a modern gaming data stack and the roles each platform plays in handling high-velocity data streams and sub-second queries at scale.

Key topics included:
Use Cases in Gaming: Explore use case like live leaderboards, error monitoring, personalized promotions, and how these real-time insights improve game performance, player retention, and monetization.

Real-Time Impact on Game Development: See how real-time data enables adaptive gameplay mechanics, dynamic matchmaking, and cheat detection, helping developers optimize player experiences and reduce financial risks in live environments.

Example Architectures: We’ll showcase data architectures for both high-scale AAA studios and smaller indie developers, highlighting best practices for achieving sub-second query performance and scalable real-time analytics.

In this video, you’ll gain practical insights into how Confluent and StarTree deliver real-time analytics at scale, helping game companies leverage live data to build better games, faster, while keeping millions of players engaged.

LEARN MORE
► Learn about StarTree and Apache Pinot™: https://docs.startree.ai/

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ABOUT STARTREE
StarTree, powered by Apache Pinot™, is the platform for continuous insights at scale. StarTree turns raw data streams—like clickstreams, logs, vector embeddings, and sensor data—into real-time analytics. It powers customer-facing data products, agent-facing data products, and operational intelligence.

Apache Pinot™ delivers real-time analytics by design, rather than extension—built from the ground up to ingest massive data streams with millisecond freshness, execute sub-second aggregations, and support tens of thousands of queries per second. Pinot achieves this while radically reducing infrastructure costs by scanning less data and extreme compression.

StarTree was founded by the core software engineering team and inventors of Apache Pinot™, which currently powers hundreds of user-facing applications at companies across industries, including Uber, LinkedIn, Stripe, Target, 7Eleven, NuBank, Etsy, Walmart, Together AI, and more.

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