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Updated the texts for final report
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wonsuk73 authored Dec 28, 2023
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"generatedSubtitle": "Draft Community Group Report 18 December 2023"
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<body class="h-entry"><div class="head">

<h1 id="title" class="title">Requirements for Federated Learning API</h1>
<p id="w3c-state">
<a href="https://www.w3.org/standards/types#reports">Draft Community Group Report</a>
<time class="dt-published" datetime="2023-12-17">17 December 2023</time>
<a href="https://www.w3.org/standards/types#reports">Final Community Group Report</a>
<time class="dt-published" datetime="2023-12-28">28 December 2023</time>
</p>
<dl>
<dt>This version:</dt><dd>
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<hr title="Separator for header">
</div>
<section id="abstract" class="introductory"><h2>Abstract</h2>
<p>This proposal aims to define the requirements for interfaces that enable the implementation and management of federated learning systems. Federated Learning is an
<p>This report aims to define the requirements for interfaces that enable the implementation and management of federated learning systems. Federated Learning is an
innovative approach to building efficient machine learning models through collaborative learning across multiple devices or servers, while prioritizing data privacy
and security. This document comprehensively addresses the fundamental interfaces, protocols, and data handling standards necessary for the effective implementation
and management of federated learning systems.</p>
<p>The proposal identifies the key elements required for the design and implementation of a standard API and defines their interactions to support developers in more
<p>The report identifies the key elements required for the design and implementation of a standard API and defines their interactions to support developers in more
easily building and operating federated learning systems. By doing so, it aims to maximize the potential of federated learning, enabling the creation of powerful systems
that can effectively learn in various devices and environments while maintaining security and data privacy. This proposal serves as an essential guideline for developers,
that can effectively learn in various devices and environments while maintaining security and data privacy. This report serves as an essential guideline for developers,
researchers, and technical experts in standardizing and understanding federated learning systems.</p>
</section>
<section id="sotd" class="introductory"><h2>Status of This Document</h2><p>
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