<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Stateful-Stateless on IT Comparison</title><link>https://comparison.metacog.co.kr/tags/stateful-stateless/</link><description>Recent content in Stateful-Stateless on IT Comparison</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sun, 06 Sep 2026 09:51:46 +0900</lastBuildDate><atom:link href="https://comparison.metacog.co.kr/tags/stateful-stateless/index.xml" rel="self" type="application/rss+xml"/><item><title>Stateful vs Stateless: Where the Session Lives</title><link>https://comparison.metacog.co.kr/posts/2026-09-06-stateful-vs-stateless-where-the-session-lives/</link><pubDate>Sun, 06 Sep 2026 09:51:46 +0900</pubDate><guid>https://comparison.metacog.co.kr/posts/2026-09-06-stateful-vs-stateless-where-the-session-lives/</guid><description>&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;This comparison covers whether a server or protocol retains &lt;strong class="kw"&gt;session state&lt;/strong&gt; between requests, or treats every request as a fully &lt;strong class="kw"&gt;self-contained&lt;/strong&gt; unit with no memory of prior ones. The choice determines how you scale, fail over, and route traffic across instances.&lt;/p&gt;
&lt;h2 id="comparison-diagram"&gt;Comparison Diagram&lt;/h2&gt;
&lt;div class="compare-diagram"&gt;
&lt;svg viewBox="0 0 640 360" xmlns="http://www.w3.org/2000/svg"&gt;&lt;text x="160" y="32" text-anchor="middle" font-size="16" style="fill:var(--primary)"&gt;Stateful&lt;/text&gt;&lt;text x="480" y="32" text-anchor="middle" font-size="16" style="fill:var(--primary)"&gt;Stateless&lt;/text&gt;&lt;rect x="40" y="60" width="110" height="50" rx="6" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="95" y="90" text-anchor="middle" font-size="13" style="fill:var(--content)"&gt;Client&lt;/text&gt;&lt;path d="M150 85 L230 85" style="stroke:var(--compare-a)" stroke-width="1.5" marker-end="url(#arrowA)"/&gt;&lt;rect x="230" y="60" width="120" height="50" rx="6" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="290" y="84" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Server A&lt;/text&gt;&lt;text x="290" y="100" text-anchor="middle" font-size="10" style="fill:var(--secondary)"&gt;session: id=42&lt;/text&gt;&lt;path d="M290 110 L290 150" style="stroke:var(--border)" stroke-width="1.5" stroke-dasharray="4,3" marker-end="url(#arrowN)"/&gt;&lt;text x="330" y="135" font-size="10" style="fill:var(--secondary)"&gt;must return&lt;/text&gt;&lt;text x="330" y="148" font-size="10" style="fill:var(--secondary)"&gt;to same server&lt;/text&gt;&lt;rect x="230" y="160" width="120" height="50" rx="6" style="fill:none;stroke:var(--border)" stroke-width="1.5" stroke-dasharray="4,3"/&gt;&lt;text x="290" y="189" text-anchor="middle" font-size="12" style="fill:var(--secondary)"&gt;Server B&lt;/text&gt;&lt;text x="290" y="204" text-anchor="middle" font-size="10" style="fill:var(--secondary)"&gt;no session data&lt;/text&gt;&lt;path d="M95 110 L95 200 L230 200" style="stroke:var(--compare-a)" stroke-width="1.5" fill="none" marker-end="url(#arrowA)"/&gt;&lt;line x1="20" y1="260" x2="620" y2="260" style="stroke:var(--border)" stroke-width="1"/&gt;&lt;rect x="360" y="60" width="110" height="50" rx="6" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="415" y="90" text-anchor="middle" font-size="13" style="fill:var(--content)"&gt;Client&lt;/text&gt;&lt;text x="415" y="106" text-anchor="middle" font-size="9" style="fill:var(--secondary)"&gt;carries token&lt;/text&gt;&lt;path d="M470 85 L540 85" style="stroke:var(--compare-b)" stroke-width="1.5" marker-end="url(#arrowB)"/&gt;&lt;rect x="540 " y="60" width="70" height="50" rx="6" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="575" y="90" text-anchor="middle" font-size="11" style="fill:var(--content)"&gt;Server&lt;/text&gt;&lt;path d="M470 85 L540 160" style="stroke:var(--compare-b)" stroke-width="1.5" fill="none" marker-end="url(#arrowB)"/&gt;&lt;rect x="540" y="150" width="70" height="50" rx="6" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="575" y="180" text-anchor="middle" font-size="11" style="fill:var(--content)"&gt;Server&lt;/text&gt;&lt;text x="415" y="200" font-size="10" style="fill:var(--secondary)"&gt;any server can&lt;/text&gt;&lt;text x="415" y="213" font-size="10" style="fill:var(--secondary)"&gt;handle the request&lt;/text&gt;&lt;text x="320" y="300" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Stateful: server pins session context and routing depends on it&lt;/text&gt;&lt;text x="320" y="325" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Stateless: request carries all context, any node can serve it&lt;/text&gt;&lt;defs&gt;&lt;marker id="arrowA" markerWidth="8" markerHeight="8" refX="6" refY="4" orient="auto"&gt;&lt;path d="M0,0 L8,4 L0,8 z" style="fill:var(--compare-a)"/&gt;&lt;/marker&gt;&lt;marker id="arrowB" markerWidth="8" markerHeight="8" refX="6" refY="4" orient="auto"&gt;&lt;path d="M0,0 L8,4 L0,8 z" style="fill:var(--compare-b)"/&gt;&lt;/marker&gt;&lt;marker id="arrowN" markerWidth="8" markerHeight="8" refX="6" refY="4" orient="auto"&gt;&lt;path d="M0,0 L8,4 L0,8 z" style="fill:var(--border)"/&gt;&lt;/marker&gt;&lt;/defs&gt;&lt;/svg&gt;
&lt;/div&gt;
&lt;h2 id="comparison-table"&gt;Comparison Table&lt;/h2&gt;
&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Aspect&lt;/th&gt;
&lt;th&gt;Stateful&lt;/th&gt;
&lt;th&gt;Stateless&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Request context&lt;/td&gt;
&lt;td&gt;Server retains prior interaction data across requests&lt;/td&gt;
&lt;td&gt;Each request carries all context needed to process it&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Session storage&lt;/td&gt;
&lt;td&gt;Held in server memory or local session store&lt;/td&gt;
&lt;td&gt;None on server; state lives in client token or database&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Routing requirement&lt;/td&gt;
&lt;td&gt;Requests must reach the same server (sticky sessions)&lt;/td&gt;
&lt;td&gt;Any server instance can handle any request&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Scaling model&lt;/td&gt;
&lt;td&gt;Vertical or sticky-session horizontal scaling only&lt;/td&gt;
&lt;td&gt;Trivial horizontal scaling, load balance freely&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Failure recovery&lt;/td&gt;
&lt;td&gt;Server crash loses in-memory session unless replicated&lt;/td&gt;
&lt;td&gt;Server crash has no session impact, retry hits any node&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Client design&lt;/td&gt;
&lt;td&gt;Client can be thin, server tracks progress&lt;/td&gt;
&lt;td&gt;Client or token must resend full context each call&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Typical examples&lt;/td&gt;
&lt;td&gt;Database connections, WebSocket sessions, FTP&lt;/td&gt;
&lt;td&gt;REST APIs, HTTP with JWT, DNS lookups&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="key-differences"&gt;Key Differences&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Stateful servers keep &lt;strong class="kw"&gt;session memory&lt;/strong&gt;; stateless servers keep none between calls&lt;/li&gt;
&lt;li&gt;Stateless systems need &lt;strong class="kw"&gt;no sticky routing&lt;/strong&gt;, simplifying load balancers&lt;/li&gt;
&lt;li&gt;Stateful failover requires &lt;strong class="kw"&gt;session replication&lt;/strong&gt; to avoid data loss&lt;/li&gt;
&lt;li&gt;Stateless designs push state into the &lt;strong class="kw"&gt;client or token&lt;/strong&gt; instead of the server&lt;/li&gt;
&lt;li&gt;Horizontal scaling is &lt;strong class="kw"&gt;near-free&lt;/strong&gt; for stateless architectures&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="when-to-use-each"&gt;When to Use Each&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;Stateful&lt;/strong&gt;&lt;/p&gt;</description></item></channel></rss>