You've been logged out of GDC Vault since the maximum users allowed for this account has been reached. To access Members Only content on GDC Vault, please log out of GDC Vault from the computer which last accessed this account.

Click here to find out about GDC Vault Membership options for more users.

close

Session Name:

Engine Optimization Powered by Big Data

Overview:

As games grow in complexity and size, the systems they rely on become increasingly difficult to masterand so does their technical optimization. Often handled by experts at the end of a production, the analysis and prioritization of such optimization tasks is a long and tedious job.To overcome this problem, we developed an automated solution leveraging big data platform. We collect, store, transform, aggregate and make profiling data available to developers through standard analytical dashboards and queryable databases. We also engineered machine learning models to prioritize which system would be the best to optimize.We were able to reduce the time spent on analysis and prioritization from hours to minutes. Moreover, profiling questions are now more accessible thus it empowers all developers on their system's performance, making profiling concerns not only an expert field.

Did you know free users get access to 30% of content from the last 2 years?


Get your team full access to the most up to date GDC content

  • Game Developers Conference 2023
  • Vladimir Katchadourian
  • Ubisoft
  • Vincent Leclercq
  • Ubisoft
  • free content
  • Programming
  • Programming
  • Production & Team Leadership
  • Production