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      <description>SigNoz is an open-source observability tool powered by OpenTelemetry. Get APM, logs, traces, metrics, exceptions, &amp; alerts in a single tool.</description>
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    <title>Overcoming ClickHouse&#39;s JSON constraints to build a high-performance JSON log store</title>
    <link>https://signoz.io/blog/building-a-high-performance-log-store</link>
    <description>We recently overhauled how we store JSON logs in ClickHouse to improve query performance and enable filtering of nested dot-notation keys, which was previously not possible. What started as an investigation into filtering inconsistent dot-key notation in JSON logs ended up optimising our query performance by 30%.</description>
    <pubDate>Mon, 15 Dec 2025 00:00:00 GMT</pubDate>
    <author>hello@signoz.io (SigNoz Inc)</author>
    <category>ClickHouse</category><category>JSON</category><category>Observability</category>
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    <title>Top 5 ClickHouse Alternatives for High-Performance Analytics</title>
    <link>https://signoz.io/comparisons/clickhouse-alternatives</link>
    <description>Discover top ClickHouse alternatives for high-performance analytics. Compare features, use cases, and performance to find the best fit for your data needs.</description>
    <pubDate>Thu, 09 Jan 2025 00:00:00 GMT</pubDate>
    <author>hello@signoz.io (SigNoz Inc)</author>
    <category>clickhouse</category><category>analytics</category>
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