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@Scale Community Forum

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    • Data @Scale
      Designed for engineers who are interested in building, operating, and using data systems at scale. Data already enables companies to build products with user empathy, find new market opportunities, understand trends, make better decisions, and ensure that their services and systems stay healthy. The landscape of data systems is quickly evolving, and, especially at extreme scale, imposes unique and complex engineering challenges. The @Scale community focuses on bringing people together to discuss these challenges and collaborate on the development of new solutions.
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    • Networking @Scale
      Designed for engineers that build and manage large-scale networks. Networking solutions are critical for building applications and services that serve billions of people around the world. Building and operating such large-scale networks often present complex engineering challenges to solve. The @Scale community focuses on bringing people together to discuss these challenges and collaborate on the development of new solutions.
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    • Reliability @Scale
      Reliability @Scale is a technical conference for engineers who are passionate about building and understanding highly resilient and reliable systems at massive scale. Whether it’s novel design decisions, or outages that impact billions of people, providing reliable experiences for Systems at this scale present unique technical challenges.
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      @scale team

    • Systems @Scale
      Designed for engineers that manage large-scale information systems serving millions of people. The operation of large-scale systems often introduces complex, unprecedented engineering challenges.
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      @scale team

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    • Fighting Abuse @Scale
      This category explores the challenging space of scaling abuse and security of products, platforms and infrastructure. Explore the approaches, findings and lessons learned from others in the industry.
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    • AI @Scale
      Designed for engineers interested in solving machine learning scaling problems.
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      @scale team

    • Machine Learning @Scale
      Machine Learning is becoming an integral part of every product to improve user engagement and experience for different use cases ranging from recommendations and self-driving cars to building Metaverse. The rise of such Machine Learning-powered products and quickly evolving Machine Learning landscape imposes unique and complex engineering challenges ranging such as real-time feature engineering, online learning, to distributed model training & inference for large scale models across heterogenous hardwares in a privacy safe manner. Join us to hear from leading Machine Learning domain experts discussing latest trends and technical challenges to build such scalable Machine Learning platforms for their use cases.
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    • Android @Scale
      Android @Scale is an invitation-only technical conference for engineers on the cutting edge of Android development.
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    • Mobile @Scale
      Mobile @Scale is an invitation-only technical conference for engineers building mobile software and services that serve millions or even billions of people.
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    • Products @Scale
      Designed for technologists who work on solving complex product problems at scale. The development and operation of large-scale products serving millions or even billions of people involve complex product and business tradeoffs and challenging engineering problems to overcome. The @Scale community focuses on bringing people together to discuss these challenges and collaborate on developing new solutions.
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    • RTC @Scale
      Designed for engineers who develop and manage large-scale real-time communication (RTC) systems serving millions of people. The operation of large-scale RTC systems has always involved complex engineering challenges and has attracted much attention in recent months given the explosive growth of RTC in these unprecedented times.
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      @scale team

    • Video @Scale
      Designed for engineers that develop or manage large-scale video systems serving millions of people. The development of large-scale video systems includes complex, unprecedented engineering challenges. The @Scale community focuses on bringing people together to discuss these challenges and collaborate on the development of new solutions.
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      @scale team

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