Replacing Your Gearbox At 100MPH: How Live Games Monitor and Change With Millions Playing
Who is this presentation for?Anyone who wants to use telemetry to monitor and, perhaps, change things on the fly.
Games move fast. In order to adapt to a large population of players, developers make use of telemetry coming from players, both to ensure that the game is performing as expected, and to get an idea of how the game is being played.
This data is often surprisingly rich; because the players exist in a simulated world, extremely fine-grained detail about how a player is interacting with that world, such as their location, what they’re looking at, and what they’re carrying can all be used to fuel decision making by the game’s designers.
This session explores how video games use telemetry and analytics to monitor and change their state, live, with millions and millions of players engaged at the same time.
We’ll discuss the types of telemetry that games use, and how they relate to the world outside of games, and how games go beyond and make changes on the fly, stay performant, and monitor everything from suspected-gaze (position of eyes) to input speed.
Games can teach the software world a lot about performance, monitoring, change, and beyond. This talk reviews current best practices for gathering large amounts of data from ongoing user activity, finding the best modifications to make in the analysis of that data, and how to roll out changes while hundreds of thousands of users are right in the middle of the game.
You’ll learn how real-time systems can be monitored, modified, and deployed on the fly, and how to apply the same techniques to non-game environments.
Prerequisite knowledgeNothing special.
What you'll learn
Dr Jon Manning is the cofounder of independent game development studio Secret Lab. Jon is currently working on Button Squid, a top-down puzzler, and the critically acclaimed BAFTA- and IGF-winning adventure game Night in the Woods, which includes his interactive dialogue system Yarn Spinner. He’s written a whole bunch of books for O’Reilly Media about iOS development and game development. Jon holds a PhD about jerks on the internet. He’s currently writing “Practical AI with Swift” for O’Reilly Media.
Paris Buttfield-Addison is cofounder of Secret Lab, a game development studio based in beautiful Hobart, Australia. Secret Lab builds games and game development tools, including the multi-award-winning ABC Play School iPad games, the BAFTA- and IGF-winning Night in the Woods, the Qantas airlines Joey Playbox games, and the Yarn Spinner narrative game framework. Previously, Paris was mobile product manager for Meebo (acquired by Google). Paris particularly enjoys game design, statistics, the blockchain, machine learning, and human-centered technology research and writes technical books on mobile and game development (more than 20 so far) for O’Reilly. He holds a degree in medieval history and a PhD in computing.
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