<?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>Aws on IT Comparison</title><link>https://comparison.metacog.co.kr/tags/aws/</link><description>Recent content in Aws on IT Comparison</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 03 Aug 2026 06:27:51 +0900</lastBuildDate><atom:link href="https://comparison.metacog.co.kr/tags/aws/index.xml" rel="self" type="application/rss+xml"/><item><title>NAT Gateway vs Internet Gateway: Who Gets to Talk to the Internet</title><link>https://comparison.metacog.co.kr/posts/2026-08-03-nat-gateway-vs-internet-gateway-who-gets-to-talk-to-the-inte/</link><pubDate>Mon, 03 Aug 2026 06:27:51 +0900</pubDate><guid>https://comparison.metacog.co.kr/posts/2026-08-03-nat-gateway-vs-internet-gateway-who-gets-to-talk-to-the-inte/</guid><description>&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;Both connect a VPC to the internet, but they serve opposite purposes: an &lt;strong class="kw"&gt;Internet Gateway&lt;/strong&gt; lets public-facing resources send and receive traffic directly, while a &lt;strong class="kw"&gt;NAT Gateway&lt;/strong&gt; lets private resources reach out without ever being reachable from outside. Picking the wrong one either exposes resources you meant to keep private or silently blocks the outbound access your servers need.&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;defs&gt;&lt;marker id="arrowA" viewBox="0 0 10 10" refX="5" refY="5" markerWidth="6" markerHeight="6" orient="auto-start-reverse"&gt;&lt;path d="M0,0 L10,5 L0,10 Z" style="fill:var(--compare-a)"/&gt;&lt;/marker&gt;&lt;marker id="arrowB" viewBox="0 0 10 10" refX="5" refY="5" markerWidth="6" markerHeight="6" orient="auto-start-reverse"&gt;&lt;path d="M0,0 L10,5 L0,10 Z" style="fill:var(--compare-b)"/&gt;&lt;/marker&gt;&lt;/defs&gt;&lt;line x1="320" y1="20" x2="320" y2="340" style="stroke:var(--border)" stroke-width="1" stroke-dasharray="4 4"/&gt;&lt;text x="160" y="25" text-anchor="middle" font-size="16" font-weight="bold" style="fill:var(--primary)"&gt;Internet Gateway&lt;/text&gt;&lt;text x="480" y="25" text-anchor="middle" font-size="16" font-weight="bold" style="fill:var(--primary)"&gt;NAT Gateway&lt;/text&gt;&lt;rect x="110" y="45" width="100" height="36" rx="18" style="fill:none;stroke:var(--border)" stroke-width="1.5"/&gt;&lt;text x="160" y="68" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Internet&lt;/text&gt;&lt;rect x="430" y="45" width="100" height="36" rx="18" style="fill:none;stroke:var(--border)" stroke-width="1.5"/&gt;&lt;text x="480" y="68" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Internet&lt;/text&gt;&lt;line x1="160" y1="82" x2="160" y2="109" style="stroke:var(--compare-a)" stroke-width="2" marker-start="url(#arrowA)" marker-end="url(#arrowA)"/&gt;&lt;line x1="480" y1="110" x2="480" y2="82" style="stroke:var(--compare-b)" stroke-width="2" marker-end="url(#arrowB)"/&gt;&lt;circle cx="560" cy="95" r="10" style="fill:none;stroke:var(--secondary)" stroke-width="1.5"/&gt;&lt;line x1="553" y1="88" x2="567" y2="102" style="stroke:var(--secondary)" stroke-width="1.5"/&gt;&lt;text x="560" y="120" text-anchor="middle" font-size="9" style="fill:var(--secondary)"&gt;no inbound&lt;/text&gt;&lt;rect x="110" y="110" width="100" height="40" rx="6" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="160" y="134" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;IGW&lt;/text&gt;&lt;rect x="430" y="110" width="100" height="40" rx="6" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="480" y="134" text-anchor="middle" font-size="11" style="fill:var(--content)"&gt;NAT Gateway&lt;/text&gt;&lt;line x1="160" y1="150" x2="160" y2="189" style="stroke:var(--compare-a)" stroke-width="2" marker-start="url(#arrowA)" marker-end="url(#arrowA)"/&gt;&lt;line x1="480" y1="190" x2="480" y2="151" style="stroke:var(--compare-b)" stroke-width="2" marker-end="url(#arrowB)"/&gt;&lt;rect x="70" y="190" width="180" height="120" rx="8" style="fill:none;stroke:var(--border)" stroke-width="1.5" stroke-dasharray="4 3"/&gt;&lt;text x="160" y="206" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;Public Subnet&lt;/text&gt;&lt;rect x="110" y="228" width="100" height="40" rx="6" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="160" y="252" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Instance&lt;/text&gt;&lt;text x="160" y="285" text-anchor="middle" font-size="10" style="fill:var(--secondary)"&gt;has public IP&lt;/text&gt;&lt;rect x="390" y="190" width="180" height="120" rx="8" style="fill:none;stroke:var(--border)" stroke-width="1.5" stroke-dasharray="4 3"/&gt;&lt;text x="480" y="206" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;Private Subnet&lt;/text&gt;&lt;rect x="430" y="228" width="100" height="40" rx="6" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="480" y="252" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;Instance&lt;/text&gt;&lt;text x="480" y="285" text-anchor="middle" font-size="10" style="fill:var(--secondary)"&gt;private IP only&lt;/text&gt;&lt;text x="160" y="330" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;bidirectional traffic&lt;/text&gt;&lt;text x="480" y="330" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;outbound only&lt;/text&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;Internet Gateway&lt;/th&gt;
&lt;th&gt;NAT Gateway&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Primary purpose&lt;/td&gt;
&lt;td&gt;Enables communication between a VPC and the internet in both directions&lt;/td&gt;
&lt;td&gt;Enables outbound-only internet access for resources without public IPs&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Traffic direction&lt;/td&gt;
&lt;td&gt;Bidirectional — accepts inbound connections and sends outbound&lt;/td&gt;
&lt;td&gt;Outbound only — inbound traffic allowed only as replies to established connections&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Placement&lt;/td&gt;
&lt;td&gt;Attaches directly to the VPC as a whole&lt;/td&gt;
&lt;td&gt;Deployed inside a specific public subnet&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;IP address handling&lt;/td&gt;
&lt;td&gt;1:1 NAT between a private IP and an Elastic/public IP&lt;/td&gt;
&lt;td&gt;Many-to-one PAT — many private IPs share the gateway&amp;rsquo;s public IP&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Which resources use it&lt;/td&gt;
&lt;td&gt;Instances with a public/Elastic IP routed via a public subnet route table&lt;/td&gt;
&lt;td&gt;Instances with only private IPs routed via a private subnet route table&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Scaling and availability&lt;/td&gt;
&lt;td&gt;Managed, horizontally scaled, highly available with no bandwidth cap&lt;/td&gt;
&lt;td&gt;Bandwidth-bounded per gateway; needs one per AZ for high availability&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Cost model&lt;/td&gt;
&lt;td&gt;No hourly charge and no data processing fee&lt;/td&gt;
&lt;td&gt;Hourly charge plus per-GB data processing fee&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Failure impact&lt;/td&gt;
&lt;td&gt;Loss cuts off all direct internet reachability for the public subnet&lt;/td&gt;
&lt;td&gt;Loss cuts off outbound internet access for the private subnet only&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;Internet Gateway provides &lt;strong class="kw"&gt;bidirectional&lt;/strong&gt; access; NAT Gateway only permits &lt;strong class="kw"&gt;outbound&lt;/strong&gt; connections.&lt;/li&gt;
&lt;li&gt;Internet Gateway attaches to the whole &lt;strong class="kw"&gt;VPC&lt;/strong&gt;; NAT Gateway lives inside a specific &lt;strong class="kw"&gt;subnet&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;Internet Gateway does 1:1 &lt;strong class="kw"&gt;Elastic IP&lt;/strong&gt; mapping; NAT Gateway does many-to-one &lt;strong class="kw"&gt;PAT&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;NAT Gateway bills per &lt;strong class="kw"&gt;GB processed&lt;/strong&gt;; Internet Gateway is &lt;strong class="kw"&gt;free&lt;/strong&gt;.&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;Internet Gateway&lt;/strong&gt;&lt;/p&gt;</description></item><item><title>Availability Zone vs Region: Scope of Cloud Infrastructure Isolation</title><link>https://comparison.metacog.co.kr/posts/2026-08-03-availability-zone-vs-region-scope-of-cloud-infrastructure-is/</link><pubDate>Mon, 03 Aug 2026 06:26:19 +0900</pubDate><guid>https://comparison.metacog.co.kr/posts/2026-08-03-availability-zone-vs-region-scope-of-cloud-infrastructure-is/</guid><description>&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;An &lt;strong class="kw"&gt;Availability Zone&lt;/strong&gt; is one or more physically isolated data centers with independent power, cooling, and networking, while a &lt;strong class="kw"&gt;Region&lt;/strong&gt; is a broader geographic area made up of multiple such zones connected by low-latency links. The distinction matters because it determines what kind of failure your architecture survives — a single data-center outage versus a region-wide disaster — and what compliance jurisdiction your data falls under.&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="150" y="30" text-anchor="middle" font-size="18" font-weight="bold" style="fill:var(--primary)"&gt;Availability Zone&lt;/text&gt;&lt;rect x="50" y="50" width="200" height="250" rx="6" style="fill:none;stroke:var(--compare-a)" stroke-width="1.5" stroke-dasharray="5 4"/&gt;&lt;rect x="75" y="100" width="70" height="90" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;rect x="175" y="140" width="70" height="90" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="110" y="148" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;DC&lt;/text&gt;&lt;text x="210" y="188" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;DC&lt;/text&gt;&lt;text x="150" y="280" text-anchor="middle" font-size="12" style="fill:var(--secondary)"&gt;1+ data centers,&lt;/text&gt;&lt;text x="150" y="296" text-anchor="middle" font-size="12" style="fill:var(--secondary)"&gt;independent power &amp;amp; network&lt;/text&gt;&lt;text x="475" y="30" text-anchor="middle" font-size="18" font-weight="bold" style="fill:var(--primary)"&gt;Region&lt;/text&gt;&lt;rect x="330" y="50" width="260" height="250" rx="6" style="fill:none;stroke:var(--compare-b)" stroke-width="1.5" stroke-dasharray="5 4"/&gt;&lt;line x1="385" y1="115" x2="515" y2="115" style="stroke:var(--border)" stroke-width="1.5" stroke-dasharray="3 3"/&gt;&lt;line x1="385" y1="115" x2="450" y2="225" style="stroke:var(--border)" stroke-width="1.5" stroke-dasharray="3 3"/&gt;&lt;line x1="515" y1="115" x2="450" y2="225" style="stroke:var(--border)" stroke-width="1.5" stroke-dasharray="3 3"/&gt;&lt;rect x="350" y="80" width="70" height="70" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;rect x="480" y="80" width="70" height="70" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;rect x="415" y="190" width="70" height="70" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="385" y="120" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;AZ&lt;/text&gt;&lt;text x="515" y="120" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;AZ&lt;/text&gt;&lt;text x="450" y="230" text-anchor="middle" font-size="12" style="fill:var(--content)"&gt;AZ&lt;/text&gt;&lt;text x="460" y="280" text-anchor="middle" font-size="12" style="fill:var(--secondary)"&gt;Multiple AZs,&lt;/text&gt;&lt;text x="460" y="296" text-anchor="middle" font-size="12" style="fill:var(--secondary)"&gt;low-latency links&lt;/text&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;Availability Zone&lt;/th&gt;
&lt;th&gt;Region&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Definition&lt;/td&gt;
&lt;td&gt;One or more discrete data centers with independent power, cooling, and networking&lt;/td&gt;
&lt;td&gt;A geographic area containing multiple availability zones&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Physical composition&lt;/td&gt;
&lt;td&gt;Typically 1+ physical data center buildings&lt;/td&gt;
&lt;td&gt;Multiple AZs (often 3 or more) plus regional network backbone&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Inter-node latency&lt;/td&gt;
&lt;td&gt;Sub-millisecond to a few milliseconds over private links between AZs&lt;/td&gt;
&lt;td&gt;Tens to hundreds of milliseconds over public/backbone links between regions&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Failure isolation&lt;/td&gt;
&lt;td&gt;Isolates against power, cooling, or single data-center failures&lt;/td&gt;
&lt;td&gt;Isolates against natural disasters or systemic events affecting an entire geography&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Redundancy pattern used for&lt;/td&gt;
&lt;td&gt;High availability within one geographic area&lt;/td&gt;
&lt;td&gt;Disaster recovery and global latency reduction across geographies&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Data residency &amp;amp; compliance&lt;/td&gt;
&lt;td&gt;No effect — all AZs in a region share the same jurisdiction&lt;/td&gt;
&lt;td&gt;Determines the legal jurisdiction and data residency boundary&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Data transfer cost&lt;/td&gt;
&lt;td&gt;Low intra-region rate for traffic between AZs&lt;/td&gt;
&lt;td&gt;Higher inter-region or egress rate for traffic between regions&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;An Availability Zone is one or more &lt;strong class="kw"&gt;data centers&lt;/strong&gt;, while a Region is the &lt;strong class="kw"&gt;geographic area&lt;/strong&gt; that groups several AZs together&lt;/li&gt;
&lt;li&gt;Inter-AZ traffic uses low-latency &lt;strong class="kw"&gt;private links&lt;/strong&gt;; inter-region traffic crosses &lt;strong class="kw"&gt;public backbone&lt;/strong&gt; networks with far higher latency&lt;/li&gt;
&lt;li&gt;Multi-AZ deployments protect against &lt;strong class="kw"&gt;data-center outages&lt;/strong&gt;; multi-region deployments protect against &lt;strong class="kw"&gt;regional disasters&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;Region choice fixes your &lt;strong class="kw"&gt;data residency&lt;/strong&gt; and compliance jurisdiction — AZ choice does not&lt;/li&gt;
&lt;li&gt;Cross-AZ transfer is cheap; cross-region transfer incurs higher &lt;strong class="kw"&gt;egress costs&lt;/strong&gt;&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;Availability Zone&lt;/strong&gt;&lt;/p&gt;</description></item><item><title>Spot Instances vs On-Demand Instances: When Cheap Compute Comes With Strings Attached</title><link>https://comparison.metacog.co.kr/posts/2026-08-03-spot-instances-vs-on-demand-instances-when-cheap-compute-com/</link><pubDate>Mon, 03 Aug 2026 06:25:19 +0900</pubDate><guid>https://comparison.metacog.co.kr/posts/2026-08-03-spot-instances-vs-on-demand-instances-when-cheap-compute-com/</guid><description>&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;Both are ways to rent compute capacity from a cloud provider, but they trade cost against reliability in opposite directions. &lt;strong class="kw"&gt;Spot Instances&lt;/strong&gt; tap into unused capacity at steep discounts but can be reclaimed with almost no notice, while &lt;strong class="kw"&gt;On-Demand Instances&lt;/strong&gt; cost more per hour in exchange for a guaranteed, uninterrupted slot.&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="320" y="28" text-anchor="middle" font-size="13" style="fill:var(--secondary)"&gt;Timeline of a running workload&lt;/text&gt;&lt;text x="60" y="62" font-size="15" font-weight="600" style="fill:var(--compare-b)"&gt;On-Demand Instance&lt;/text&gt;&lt;rect x="60" y="80" width="520" height="50" rx="4" style="fill:var(--compare-b-soft);stroke:var(--compare-b)" stroke-width="1.5"/&gt;&lt;text x="320" y="110" text-anchor="middle" font-size="13" style="fill:var(--content)"&gt;Reserved for you, no interruptions&lt;/text&gt;&lt;text x="60" y="148" font-size="12" style="fill:var(--secondary)"&gt;Runs continuously until you stop it&lt;/text&gt;&lt;line x1="60" y1="175" x2="580" y2="175" style="stroke:var(--border)" stroke-width="1" stroke-dasharray="3,4"/&gt;&lt;text x="60" y="212" font-size="15" font-weight="600" style="fill:var(--compare-a)"&gt;Spot Instance&lt;/text&gt;&lt;rect x="60" y="230" width="180" height="50" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="150" y="260" text-anchor="middle" font-size="13" style="fill:var(--content)"&gt;Running&lt;/text&gt;&lt;rect x="240" y="230" width="60" height="50" rx="4" style="fill:none;stroke:var(--border)" stroke-width="1.5" stroke-dasharray="4,3"/&gt;&lt;polygon points="270,203 280,220 260,220" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.2"/&gt;&lt;text x="270" y="217" text-anchor="middle" font-size="9" style="fill:var(--compare-a)"&gt;!&lt;/text&gt;&lt;text x="270" y="296" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;2-min warning&lt;/text&gt;&lt;text x="270" y="310" text-anchor="middle" font-size="11" style="fill:var(--secondary)"&gt;then reclaimed&lt;/text&gt;&lt;rect x="300" y="230" width="280" height="50" rx="4" style="fill:var(--compare-a-soft);stroke:var(--compare-a)" stroke-width="1.5"/&gt;&lt;text x="440" y="260" text-anchor="middle" font-size="13" style="fill:var(--content)"&gt;Resumes on new capacity&lt;/text&gt;&lt;text x="60" y="334" font-size="12" style="fill:var(--secondary)"&gt;Up to 90% cheaper, but availability is never guaranteed&lt;/text&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;Spot Instances&lt;/th&gt;
&lt;th&gt;On-Demand Instances&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Request &amp;amp; provisioning&lt;/td&gt;
&lt;td&gt;Fulfilled only if provider has spare capacity at your bid price&lt;/td&gt;
&lt;td&gt;Fulfilled immediately from reserved capacity pools&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Capacity guarantee&lt;/td&gt;
&lt;td&gt;None — provider can reclaim the instance at any time&lt;/td&gt;
&lt;td&gt;Guaranteed for as long as you keep paying&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Pricing model&lt;/td&gt;
&lt;td&gt;Variable, set by real-time supply and demand for spare capacity&lt;/td&gt;
&lt;td&gt;Fixed hourly rate published by the provider&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Interruption behavior&lt;/td&gt;
&lt;td&gt;Reclaimed with a short warning (e.g. ~2 minutes on AWS)&lt;/td&gt;
&lt;td&gt;Never interrupted by the provider; you control shutdown&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Cost predictability&lt;/td&gt;
&lt;td&gt;Fluctuates; can spike or be revoked when demand rises&lt;/td&gt;
&lt;td&gt;Stable and predictable, easy to forecast in a budget&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Ideal workloads&lt;/td&gt;
&lt;td&gt;Fault-tolerant, stateless, or checkpointable batch jobs&lt;/td&gt;
&lt;td&gt;Stateful, latency-sensitive, or continuously running services&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Termination control&lt;/td&gt;
&lt;td&gt;Provider-initiated; your app must handle abrupt shutdown&lt;/td&gt;
&lt;td&gt;User-initiated; you decide exactly when it stops&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;Spot pricing floats with market demand and can be up to 90% cheaper than &lt;strong class="kw"&gt;On-Demand&lt;/strong&gt; rates&lt;/li&gt;
&lt;li&gt;Spot capacity is &lt;strong class="kw"&gt;reclaimable&lt;/strong&gt; at any time, typically with only a short warning window&lt;/li&gt;
&lt;li&gt;On-Demand gives a firm &lt;strong class="kw"&gt;capacity guarantee&lt;/strong&gt; that Spot never promises&lt;/li&gt;
&lt;li&gt;Workloads on Spot need to tolerate sudden termination or design for &lt;strong class="kw"&gt;checkpointing&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;On-Demand cost is fixed and predictable, while Spot cost is variable and market-driven&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;Spot Instances&lt;/strong&gt;&lt;/p&gt;</description></item></channel></rss>