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    <title>Purushotham Jinka on TLDRecap ⏮️</title>
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      <title>Database Evolution: Partitioning and Indexing | Purushotham Jinka | Conf42 Cloud 2026</title>
      <link>https://development.tldrecap.tech/posts/2026/conf42-cloud/cloud-native-databases-learn-self-optimize/</link>
      <pubDate>Thu, 23 Apr 2026 11:00:05 -0700</pubDate>
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&lt;ul&gt;
  &lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/presenters/purushotham-jinka&#34;&gt;Purushotham Jinka&lt;/a&gt;
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&lt;p&gt;&lt;strong&gt;Source&lt;/strong&gt;&lt;/p&gt;
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    &lt;a href=&#34;https://development.tldrecap.tech/sources/conf42-cloud-2026&#34;&gt;Conf42 Cloud 2026&lt;/a&gt;
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&lt;h1 id=&#34;the-database-revolution-how-cloud-native-architectures-are-learning-to-think-for-themselves-&#34;&gt;The Database Revolution: How Cloud-Native Architectures are Learning to Think for Themselves! 🚀&lt;/h1&gt;
&lt;p&gt;Hello, tech enthusiasts! Have you ever wondered how the databases powering our
increasingly dynamic digital world keep up? For decades, we built our data
systems on assumptions of stability: predictable workloads, fixed
infrastructure, and manual tuning. But as Purushotham Jinka, a Vice President at
Citi focusing on large-scale data and cloud platforms, brilliantly explains,
those days are over. We are now witnessing a profound shift in database design,
moving from rigid, on-prem models to intelligent, self-optimizing cloud-native
architectures.&lt;/p&gt;</description>
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