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    <title>DEV Community: Shannon Dias</title>
    <description>The latest articles on DEV Community by Shannon Dias (@shannon_dias_927e8f0d0d18).</description>
    <link>https://dev.to/shannon_dias_927e8f0d0d18</link>
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      <title>DEV Community: Shannon Dias</title>
      <link>https://dev.to/shannon_dias_927e8f0d0d18</link>
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    <item>
      <title>The Strategic Advantage of UK Dedicated Servers for High-Performance Workloads</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Sat, 23 May 2026 08:34:15 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/the-strategic-advantage-of-uk-dedicated-servers-for-high-performance-workloads-1mdb</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/the-strategic-advantage-of-uk-dedicated-servers-for-high-performance-workloads-1mdb</guid>
      <description>&lt;p&gt;When architecting a tech stack for European or UK user bases, edge location is just as important as your codebase. At &lt;strong&gt;Fit Servers&lt;/strong&gt;, our architectural team just published a comprehensive guide on why deploying bare metal in London provides unique engineering advantages.&lt;/p&gt;

&lt;p&gt;Here are the key takeaways for developers and system architects:&lt;/p&gt;

&lt;h3&gt;
  
  
  ⚡ Sub-10ms Latency &amp;amp; BGP Route Diversity
&lt;/h3&gt;

&lt;p&gt;London is one of the most carrier-dense locations globally. By utilizing a server with direct LINX (London Internet Exchange) connectivity, your traffic avoids unnecessary transit hops. You’re peering directly with over 950 ASNs, meaning typical latency to UK users drops below 10ms. This is a game-changer for Core Web Vitals (specifically LCP) and high-frequency data applications.&lt;/p&gt;

&lt;h3&gt;
  
  
  🔒 UK GDPR &amp;amp; Data Sovereignty
&lt;/h3&gt;

&lt;p&gt;With the implementation of the Data (Use and Access) Act 2025, storing user data offshore introduces massive compliance overhead. A UK dedicated server gives you physical, auditable data residency—essential if you are building FinTech, Healthcare, or Enterprise SaaS applications.&lt;/p&gt;

&lt;h3&gt;
  
  
  🚀 Hardware tailored to I/O
&lt;/h3&gt;

&lt;p&gt;Whether you need 10Gbps uplinks for media distribution or heavy NVMe arrays for database reads/writes, localized bare metal outpaces virtualized cloud instances in raw throughput.&lt;/p&gt;

&lt;p&gt;To dive deeper into the network architecture, storage configs, and DDOS mitigation strategies...&lt;br&gt;
&lt;strong&gt;Read more by visiting the full blog:&lt;/strong&gt; &lt;a href="https://www.fitservers.com/blogs/uk-dedicated-servers-strategic-advantage/" rel="noopener noreferrer"&gt;The Strategic Advantage of UK Dedicated Servers&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>architecture</category>
      <category>security</category>
      <category>performance</category>
    </item>
    <item>
      <title>DDR5 in Enterprise Servers: Theoretical vs. Real-World Gains</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Sat, 23 May 2026 08:17:15 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/ddr5-in-enterprise-servers-theoretical-vs-real-world-gains-cnd</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/ddr5-in-enterprise-servers-theoretical-vs-real-world-gains-cnd</guid>
      <description>&lt;p&gt;If you are provisioning enterprise infrastructure in 2026, you are likely looking at DDR5 platforms. Marketing materials will tell you it has 50% more raw bandwidth. But as engineers, we know that lab benchmarks rarely reflect production realities.&lt;/p&gt;

&lt;p&gt;At Fit Servers, we decided to break down exactly what DDR5 does in real enterprise workloads.&lt;/p&gt;

&lt;h3&gt;
  
  
  What Actually Changed Architecturally?
&lt;/h3&gt;

&lt;p&gt;DDR5 isn't just an overclocked DDR4. The architecture was overhauled to handle modern multi-core densities:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Sub-channels:&lt;/strong&gt; Each DDR5 module contains two independent 40-bit sub-channels (32 data + 8 ECC). This vastly improves parallelism on small random access patterns—perfect for virtualization and microservices.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Power Delivery:&lt;/strong&gt; Power Management ICs (PMIC) are now on the DIMM itself, dropping voltage to 1.1V and improving signal integrity for 24-slot dual-socket boards.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  The Latency Myth
&lt;/h3&gt;

&lt;p&gt;Seeing DDR5 starting at CL40 makes a lot of SysAdmins flinch compared to DDR4's CL22. However, because absolute latency is measured in time (not just cycles), DDR5 5600 at CL40 is approximately &lt;code&gt;14.3ns&lt;/code&gt;—nearly identical to DDR4, but with vastly wider pipes.&lt;/p&gt;

&lt;h3&gt;
  
  
  Workload Reality Check (The TL;DR)
&lt;/h3&gt;

&lt;p&gt;Does the bandwidth matter for your specific deployment?&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ &lt;strong&gt;AI / ML / Data Processing (Spark):&lt;/strong&gt; Highly memory bandwidth-bound. Expect &lt;strong&gt;15-30% gains&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;🟨 &lt;strong&gt;OLTP Databases &amp;amp; Virtualization:&lt;/strong&gt; Moderate gains (&lt;strong&gt;5-12%&lt;/strong&gt;). Better density, but IOPS still limit you.&lt;/li&gt;
&lt;li&gt;❌ &lt;strong&gt;Web Hosting &amp;amp; Caching (Redis/Memcached):&lt;/strong&gt; Latency bound. Expect a negligible &lt;strong&gt;1-4% gain&lt;/strong&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Platform Differences: AMD vs. Intel
&lt;/h3&gt;

&lt;p&gt;The CPU memory controller matters. AMD's EPYC platform utilizes 12 DDR5 channels per socket (up to 460.8 GB/s), giving it the edge in pure throughput. Intel Xeon 6 uses 8 channels, pushing higher per-channel speeds (up to 7200 MT/s) which favors latency-sensitive threads.&lt;/p&gt;

&lt;p&gt;👉 &lt;strong&gt;Want the full deep-dive into the hardware economics and performance? Read the full article on our engineering blog:&lt;/strong&gt; &lt;a href="https://www.fitservers.com/blogs/ddr5-ram-enterprise-servers-performance/" rel="noopener noreferrer"&gt;DDR5 RAM in Enterprise Servers: Real World Performance Gains&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>sysadmin</category>
      <category>architecture</category>
      <category>hardware</category>
    </item>
    <item>
      <title>The Ultimate Guide to Hosting a Palworld Dedicated Server on Linux (High RAM Optimization)</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Sat, 09 May 2026 11:24:13 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/the-ultimate-guide-to-hosting-a-palworld-dedicated-server-on-linux-high-ram-optimization-19hm</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/the-ultimate-guide-to-hosting-a-palworld-dedicated-server-on-linux-high-ram-optimization-19hm</guid>
      <description>&lt;p&gt;Palworld is a massive multiplayer survival hit, but managing a server comes with a well-known technical challenge: severe memory leaks. As your world expands, the server's RAM usage skyrockets. &lt;/p&gt;

&lt;p&gt;If you want a flawless multiplayer experience, you need to host a Palworld Dedicated Server on Linux using a machine equipped to handle massive memory loads (64GB+ RAM).&lt;/p&gt;

&lt;p&gt;In this tutorial summary, we cover the essential sysadmin steps to optimize an Ubuntu server for Unreal Engine 5 game hosting.&lt;/p&gt;

&lt;h3&gt;
  
  
  The Architecture Problem
&lt;/h3&gt;

&lt;p&gt;Palworld currently has unresolved memory leaks tied to UE5 and in-game pathfinding. As players build, the server retains object data in its active memory. Standard 16GB instances will inevitably trigger the Linux OOM killer. Over-provisioning hardware and scheduling memory dumps is required.&lt;/p&gt;

&lt;h3&gt;
  
  
  Core Optimizations
&lt;/h3&gt;

&lt;p&gt;When setting up your Ubuntu 22.04/24.04 LTS environment, several structural steps are vital:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;User Isolation:&lt;/strong&gt; Never run SteamCMD or the game server as &lt;code&gt;root&lt;/code&gt;. Always create a dedicated &lt;code&gt;palworld&lt;/code&gt; user.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Swap Configuration:&lt;/strong&gt; Even with 64GB RAM, a 16GB swap file acts as a critical overflow buffer.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Systemd Daemon:&lt;/strong&gt; Creating a service ensures the game recovers gracefully.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Thread Optimization:&lt;/strong&gt; Passing &lt;code&gt;-useperfthreads&lt;/code&gt;, &lt;code&gt;-NoAsyncLoadingThread&lt;/code&gt;, and &lt;code&gt;-UseMultithreadForDS&lt;/code&gt; via the &lt;code&gt;ExecStart&lt;/code&gt; parameter dramatically improves performance.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cron Automation:&lt;/strong&gt; Setting a daily cron job (&lt;code&gt;0 4 * * * /bin/systemctl restart palworld&lt;/code&gt;) is currently the most effective memory leak mitigation strategy.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Hosting a massive world requires serious infrastructure. &lt;/p&gt;

&lt;p&gt;For more details, visit the tutorial link: &lt;a href="https://www.fitservers.com/tutorials/howto/host-palworld-dedicated-server-linux/" rel="noopener noreferrer"&gt;https://www.fitservers.com/tutorials/howto/host-palworld-dedicated-server-linux/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>linux</category>
      <category>devops</category>
      <category>tutorial</category>
      <category>gaming</category>
    </item>
    <item>
      <title>The Complete Guide to Hosting Multiple Websites on One Dedicated Server</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Sat, 09 May 2026 10:26:02 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/the-complete-guide-to-hosting-multiple-websites-on-one-dedicated-server-3a57</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/the-complete-guide-to-hosting-multiple-websites-on-one-dedicated-server-3a57</guid>
      <description>&lt;p&gt;If you are expanding your digital footprint, running a web agency, or managing an e-commerce portfolio, purchasing a separate hosting plan for every single website quickly becomes a logistical and financial nightmare. &lt;/p&gt;

&lt;p&gt;The most powerful and cost-effective solution is to host multiple sites on a &lt;strong&gt;dedicated server&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;By leveraging virtual hosts in Apache, you can route incoming traffic from multiple domain names into different directories on a single machine.&lt;/p&gt;

&lt;h3&gt;
  
  
  Why Consolidate on a Dedicated Server?
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt; &lt;strong&gt;Resource Allocation:&lt;/strong&gt; Utilize the full CPU, RAM, and bandwidth you are paying for, rather than letting resources sit idle.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Centralized Management:&lt;/strong&gt; Updates, security patches, and backups are handled in one centralized environment.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Geographical SEO Advantages:&lt;/strong&gt; Deploying dedicated servers in targeted regions ensures ultra-low latency across multiple regional domains simultaneously.&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  What You'll Learn
&lt;/h3&gt;

&lt;p&gt;In our comprehensive guide, we walk you through the entire server setup from scratch, including:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Installing and configuring Apache on Ubuntu 22.04/20.04.&lt;/li&gt;
&lt;li&gt;Creating isolated directory structures for &lt;code&gt;domain1.com&lt;/code&gt; and &lt;code&gt;domain2.com&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Setting up &lt;code&gt;.conf&lt;/code&gt; Virtual Host files.&lt;/li&gt;
&lt;li&gt;Securing all domains with Let's Encrypt SSL certificates.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you are ready to stop overpaying for shared hosting and want to take control of your infrastructure...&lt;/p&gt;

&lt;p&gt;🚀 &lt;strong&gt;&lt;a href="https://www.fitservers.com/tutorials/howto/host-multiple-websites-on-one-dedicated-server/" rel="noopener noreferrer"&gt;Read the full step-by-step tutorial on Fit Servers&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>sysadmin</category>
      <category>ubuntu</category>
      <category>tutorial</category>
    </item>
    <item>
      <title>Bypassing Cloud Throttling: The Case for Bare-Metal Servers in Southeast Asia</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 08 May 2026 06:52:44 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/bypassing-cloud-throttling-the-case-for-bare-metal-servers-in-southeast-asia-1p36</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/bypassing-cloud-throttling-the-case-for-bare-metal-servers-in-southeast-asia-1p36</guid>
      <description>&lt;p&gt;If you are deploying applications targeting the APAC region—specifically Southeast Asia (SEA)—you have likely run into the dreaded "cloud wall." You start on a public cloud, traffic scales, and suddenly you are dealing with TCP bottlenecks, hypervisor overhead, and massive AWS/GCP egress bandwidth bills.&lt;/p&gt;

&lt;p&gt;At Fit Servers, our technical team has been analyzing high-volume traffic routing in SEA, and the data points to one clear solution: Singapore Dedicated Servers.&lt;/p&gt;

&lt;p&gt;Why Singapore? The Submarine Fiber Mesh&lt;br&gt;
Unlike routing through Tokyo or Hong Kong, which adds thousands of physical miles to the data journey, Singapore is the primary landing hub for dozens of submarine cable systems, including the APG, SJC, and SEA-ME-WE cables.&lt;/p&gt;

&lt;p&gt;This dense mesh of aquatic fiber optics allows for direct-routing, which yields massive latency drops across the region:&lt;/p&gt;

&lt;p&gt;Singapore to Kuala Lumpur: ~5ms to 10ms&lt;/p&gt;

&lt;p&gt;Singapore to Jakarta: ~15ms to 20ms&lt;/p&gt;

&lt;p&gt;Singapore to Ho Chi Minh City: ~30ms to 40ms&lt;/p&gt;

&lt;p&gt;Singapore to Manila: ~35ms to 45ms&lt;/p&gt;

&lt;p&gt;The Problem with Cloud for High-Volume Data&lt;br&gt;
Cloud vCPUs are time-sliced. When you need sustained, 100% CPU utilization for high-frequency trading algorithms, massive MySQL/PostgreSQL databases, or multiplayer game logic, the hypervisor overhead becomes a massive liability.&lt;/p&gt;

&lt;p&gt;Furthermore, cloud providers in the APAC region charge exorbitant outbound data transfer fees. If you are pushing terabytes of high-volume media or game data, you are actively losing money.&lt;/p&gt;

&lt;p&gt;The Bare-Metal Hardware Advantage&lt;br&gt;
A dedicated bare-metal instance gives you complete control and exclusive access to the physical hardware. For enterprise-grade performance in SEA, your architecture should leverage:&lt;/p&gt;

&lt;p&gt;100% Dedicated Resources: Direct access to the latest Intel Xeon or AMD EPYC processors without virtualization limits.&lt;/p&gt;

&lt;p&gt;Enterprise NVMe Storage: Direct communication with the PCIe bus to prevent I/O bottlenecks during heavy database queries.&lt;/p&gt;

&lt;p&gt;BGP Optimized Routing: Automatic traffic rerouting through Tier-1 transit providers (like Singtel, NTT) to ensure uninterrupted latency.&lt;/p&gt;

&lt;p&gt;Unmetered Bandwidth: Flat-rate data transfer to bypass unpredictable cloud egress fees entirely.&lt;/p&gt;

&lt;p&gt;If you are an engineer planning infrastructure for FinTech, Esports, or E-commerce in Southeast Asia, migrating to a dedicated environment is not just an upgrade; it is a necessity.&lt;/p&gt;

&lt;p&gt;To read the full technical deep dive on architecting your SEA backend, visit the blog link:&lt;br&gt;
Read more: Singapore Dedicated Servers: &lt;a href="https://www.fitservers.com/blogs/singapore-dedicated-servers-sea-hosting/" rel="noopener noreferrer"&gt;https://www.fitservers.com/blogs/singapore-dedicated-servers-sea-hosting/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>architecture</category>
      <category>webdev</category>
      <category>sysadmin</category>
      <category>devops</category>
    </item>
    <item>
      <title>How to Set Up a High-Performance Minecraft Server on Linux</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 24 Apr 2026 08:45:35 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/how-to-set-up-a-high-performance-minecraft-server-on-linux-10ao</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/how-to-set-up-a-high-performance-minecraft-server-on-linux-10ao</guid>
      <description>&lt;p&gt;If you've ever managed a Minecraft community, you know that block lag, random disconnects, and tick drops can ruin the experience. When you add heavy mods or scale your player base, cheap shared hosting quickly chokes.&lt;/p&gt;

&lt;p&gt;The ultimate fix? Hosting a Minecraft server on Linux using a high-performance bare-metal dedicated server. By taking full control of your infrastructure, you ensure maximum uptime, dedicated resources, and ultimate customizability.&lt;/p&gt;

&lt;p&gt;In our latest comprehensive guide, we walk you through the complete Linux Minecraft server setup. &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What you will learn:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Preparing a secure Ubuntu/Debian or CentOS environment.&lt;/li&gt;
&lt;li&gt;Installing the correct Java Runtime Environment (Java 21 for modern versions).&lt;/li&gt;
&lt;li&gt;Creating automated &lt;code&gt;start.sh&lt;/code&gt; scripts for RAM allocation.&lt;/li&gt;
&lt;li&gt;Mastering the &lt;code&gt;screen&lt;/code&gt; command for background processing.&lt;/li&gt;
&lt;li&gt;Configuring UFW/Firewalld specifically for Minecraft (Port 25565).&lt;/li&gt;
&lt;li&gt;Advanced optimization using PaperMC and Aikar's Flags.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Stop dealing with server lag and shared resources. &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://www.fitservers.com/tutorials/linux-minecraft-server-setup/" rel="noopener noreferrer"&gt;Read the full, step-by-step tutorial on Fit Servers here!&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>linux</category>
      <category>tutorial</category>
      <category>devops</category>
      <category>sysadmin</category>
    </item>
    <item>
      <title>The Edge: Deploying Docker on Bare Metal vs. Virtual Machines</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 24 Apr 2026 08:11:18 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/the-edge-deploying-docker-on-bare-metal-vs-virtual-machines-31i8</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/the-edge-deploying-docker-on-bare-metal-vs-virtual-machines-31i8</guid>
      <description>&lt;p&gt;Imagine spending hours perfecting an application locally, only to have it break the moment you deploy it to your production server. If you are using standard VPS hosting, the agitation doesn't stop there. You are constantly battling the "hypervisor tax"—the invisible layer of virtualization that steals your CPU cycles and chokes your disk I/O.&lt;/p&gt;

&lt;p&gt;By containerizing your applications and running them on a &lt;strong&gt;bare-metal dedicated server&lt;/strong&gt;, you bypass the virtualization layer entirely. Because Docker doesn't need to emulate virtual hardware, you get:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;100% Resource Allocation:&lt;/strong&gt; Direct access to CPU and RAM.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Maximum Disk I/O:&lt;/strong&gt; Crucial for containerized databases like Postgres or MySQL.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower Network Latency:&lt;/strong&gt; Direct routing to the physical NIC.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;We just published a comprehensive, step-by-step deployment tutorial over at Fit Servers. &lt;/p&gt;

&lt;h3&gt;
  
  
  What the tutorial covers:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt; &lt;strong&gt;Secure Server Prep:&lt;/strong&gt; Configuring UFW and Ubuntu 22.04/24.04 LTS.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Official Docker Installation:&lt;/strong&gt; Proper apt repository setup with GPG keys.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Docker Compose Architecture:&lt;/strong&gt; Building a persistent 3-tier stack using Infrastructure as Code.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Reverse Proxying:&lt;/strong&gt; Routing multiple domains to internal containers without port conflicts.&lt;/li&gt;
&lt;li&gt; &lt;strong&gt;Resource Limiting:&lt;/strong&gt; Enforcing CPU and memory limits inside your &lt;code&gt;docker-compose.yml&lt;/code&gt;.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;If you want to unlock true bare-metal Docker performance, check out the full guide with all the necessary CLI commands and YAML configurations.&lt;/p&gt;

&lt;p&gt;👉 &lt;strong&gt;&lt;a href="https://www.fitservers.com/tutorials/howto/install-docker-on-a-dedicated-server/" rel="noopener noreferrer"&gt;Read the full technical tutorial here&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>docker</category>
      <category>devops</category>
      <category>linux</category>
      <category>ubuntu</category>
    </item>
    <item>
      <title>RAID Configurations Explained: Which One Fits Your Workload?</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 24 Apr 2026 07:09:41 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/raid-configurations-explained-which-one-fits-your-workload-2i6e</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/raid-configurations-explained-which-one-fits-your-workload-2i6e</guid>
      <description>&lt;p&gt;When architecting a high-performance environment, processors and RAM usually get the budget. But seasoned system administrators know that storage is almost always the primary bottleneck. If you are running a write-heavy database (like PostgreSQL or MongoDB) and your storage drives cannot feed data to the CPU fast enough, your processing power is wasted.&lt;/p&gt;

&lt;p&gt;We just published a comprehensive guide over at Fit Servers breaking down enterprise storage configurations.&lt;/p&gt;

&lt;p&gt;Key Takeaways from the article&lt;/p&gt;

&lt;p&gt;Hardware vs Software RAID: Why true hardware RAID controllers with Flash-Backed Write Caches (FBWC) are mandatory for preventing database corruption during power loss.&lt;/p&gt;

&lt;p&gt;The RAID 5 Write Penalty: Why RAID 5's XOR parity calculations can cripple write performance on DB servers.&lt;/p&gt;

&lt;p&gt;RAID 10 Dominance: Why RAID 1+0 remains the undisputed king for enterprise virtualization and transactional databases.&lt;/p&gt;

&lt;p&gt;NVMe + RAID: Why ultra-fast flash storage doesn't make redundancy obsolete.&lt;/p&gt;

&lt;p&gt;If you are provisioning a new bare-metal server soon, make sure you choose the right storage foundation.&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.fitservers.com/blogs/raid-configuration-guide/" rel="noopener noreferrer"&gt;Read the full technical deep-dive here&lt;/a&gt; &lt;/p&gt;

</description>
      <category>sysadmin</category>
      <category>devops</category>
      <category>database</category>
      <category>architecture</category>
    </item>
    <item>
      <title>10Gbps vs 1Gbps Uplinks: The Math Behind Your Network Bottlenecks</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 24 Apr 2026 05:23:47 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/10gbps-vs-1gbps-uplinks-the-math-behind-your-network-bottlenecks-4b7a</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/10gbps-vs-1gbps-uplinks-the-math-behind-your-network-bottlenecks-4b7a</guid>
      <description>&lt;p&gt;Hello DEV community! 👋&lt;/p&gt;

&lt;p&gt;How often have you seen infrastructure that looks perfectly healthy on paper—low CPU, plenty of RAM—but users are still experiencing timeouts?&lt;/p&gt;

&lt;p&gt;The culprit is usually a saturated uplink. You can throw all the processing power in the world at a server, but if your 1Gbps port is maxed out at 125 MB/s while your NVMe drives are trying to push 3,000 MB/s, you are artificially bottlenecking your hardware.&lt;/p&gt;

&lt;p&gt;The Tipping Point&lt;br&gt;
A standard 1Gbps line is fine for internal CRM or staging environments. But you need to reconsider your architecture if you are dealing with:&lt;/p&gt;

&lt;p&gt;High-Volume Streaming: 4K video requires ~25 Mbps per user. A 1Gbps line maxes out at roughly 40 concurrent viewers before queuing starts.&lt;/p&gt;

&lt;p&gt;Machine Learning/Big Data: Moving terabytes between database and processing nodes requires wider pipes to keep GPUs fed.&lt;/p&gt;

&lt;p&gt;Low-Latency SaaS: WebSocket connections and API calls suffer from packet queuing during traffic bursts on a 1Gbps line.&lt;/p&gt;

&lt;p&gt;I just published a deep dive into the infrastructure math and the business ROI of upgrading to a 10Gbps dedicated environment.&lt;/p&gt;

&lt;p&gt;Read the full technical guide here: [&lt;a href="https://www.fitservers.com/blogs/10gbps-vs-1gbps-dedicated-servers-upgrade-guide/" rel="noopener noreferrer"&gt;https://www.fitservers.com/blogs/10gbps-vs-1gbps-dedicated-servers-upgrade-guide/&lt;/a&gt;]&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>devops</category>
      <category>architecture</category>
      <category>sysadmin</category>
    </item>
    <item>
      <title>How to calculate dedicated server bandwidth requirements</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Fri, 10 Apr 2026 04:12:51 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/how-to-calculate-dedicated-server-bandwidth-requirements-16hp</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/how-to-calculate-dedicated-server-bandwidth-requirements-16hp</guid>
      <description>&lt;p&gt;If you're provisioning infrastructure, estimating bandwidth can often feel like throwing darts at a board. But over-provisioning wastes budget, and under-provisioning causes packet loss and throttling during peak loads.&lt;/p&gt;

&lt;p&gt;The Fit Servers engineering team just published a deep dive into bandwidth calculation, and we wanted to share the core formula here.&lt;/p&gt;

&lt;p&gt;The Base Formula for Monthly Data Transfer:&lt;br&gt;
(Average Page Size in MB × Monthly Visitors × Average Pages per Visit) ÷ 1,024 = Estimated Monthly Bandwidth in GB&lt;/p&gt;

&lt;p&gt;Example: A media-rich B2B app averaging 2.5 MB per page with 80,000 visitors viewing ~3.2 pages:&lt;br&gt;
2.5 MB × 80,000 × 3.2 = 640,000 MB ÷ 1,024 ≈ 625 GB/month&lt;/p&gt;

&lt;p&gt;Don't Forget the Peak Multiplier!&lt;br&gt;
Raw averages will fail you during seasonal spikes. You need to multiply your base estimate by a peak multiplier:&lt;/p&gt;

&lt;p&gt;Steady SaaS: 1.5×&lt;/p&gt;

&lt;p&gt;E-commerce (Seasonal): 2.5–3×&lt;/p&gt;

&lt;p&gt;Live Streaming: 3–5×&lt;/p&gt;

&lt;p&gt;In our full guide, we also break down the critical architectural differences between Metered vs. Unmetered bandwidth, the reality of 95th percentile billing, and how to spot network saturation before your users do.&lt;/p&gt;

&lt;p&gt;Read the full technical breakdown here: [&lt;a href="https://www.fitservers.com/blogs/dedicated-server-bandwidth-guide/" rel="noopener noreferrer"&gt;https://www.fitservers.com/blogs/dedicated-server-bandwidth-guide/&lt;/a&gt;]&lt;/p&gt;

</description>
      <category>sysadmin</category>
      <category>hosting</category>
      <category>architecture</category>
      <category>webdev</category>
    </item>
    <item>
      <title>How to Install cPanel &amp; WHM on AlmaLinux 9 or Ubuntu 24.04 LTS (2026 Guide)</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Thu, 02 Apr 2026 09:57:46 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/how-to-install-cpanel-whm-on-almalinux-9-or-ubuntu-2404-lts-2026-guide-33d4</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/how-to-install-cpanel-whm-on-almalinux-9-or-ubuntu-2404-lts-2026-guide-33d4</guid>
      <description>&lt;p&gt;Hey DEV community! 👋&lt;/p&gt;

&lt;p&gt;If you are provisioning a bare-metal dedicated server for web hosting in 2026, you already know that CentOS is officially out of the picture. Getting &lt;strong&gt;cPanel &amp;amp; WHM&lt;/strong&gt; running smoothly on modern OS options like AlmaLinux 9 or Ubuntu 24.04 LTS requires an updated set of pre-flight checks. &lt;/p&gt;

&lt;p&gt;Relying on outdated tutorials will often result in conflicting package managers, broken dependencies, and failed installations. Since cPanel cannot be cleanly uninstalled without a complete OS wipe, you have to get it right on the first try.&lt;/p&gt;

&lt;p&gt;We just published an in-depth, verified tutorial over at &lt;strong&gt;FitServers&lt;/strong&gt; that cuts through the noise. No fluff—just the exact terminal commands and WHM GUI steps you need to get production-ready.&lt;/p&gt;

&lt;h3&gt;
  
  
  🛠️ What You Will Learn
&lt;/h3&gt;

&lt;p&gt;Our comprehensive guide covers the entire deployment lifecycle:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;OS Selection &amp;amp; Requirements:&lt;/strong&gt; Why AlmaLinux 9 is the primary recommendation, and how to handle Ubuntu's specific AppArmor and NetworkManager quirks.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Pre-Installation Prep:&lt;/strong&gt; Step-by-step commands to properly set your FQDN (&lt;code&gt;hostnamectl&lt;/code&gt;), update core packages, and disable OS-level firewalls (&lt;code&gt;firewalld&lt;/code&gt; or &lt;code&gt;ufw&lt;/code&gt;) so cPanel can bind its own services.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The Installation Execution:&lt;/strong&gt; How to safely pull and run the official installation script using a &lt;code&gt;screen&lt;/code&gt; session:
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;  &lt;span class="c"&gt;# Example: Starting a persistent session and running the installer&lt;/span&gt;
  screen &lt;span class="nt"&gt;-S&lt;/span&gt; cpanel-install
  &lt;span class="nb"&gt;cd&lt;/span&gt; /home &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; curl &lt;span class="nt"&gt;-o&lt;/span&gt; latest &lt;span class="nt"&gt;-L&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt;https://securedownloads.cpanel.net/latest]&lt;span class="o"&gt;(&lt;/span&gt;https://securedownloads.cpanel.net/latest&lt;span class="o"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; sh latest
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Initial WHM Configuration: A walkthrough of the Setup Wizard, including setting up custom nameservers and provisioning Let's Encrypt certificates via AutoSSL.&lt;/p&gt;

&lt;p&gt;Security Hardening: Essential post-install lock-downs. We detail the exact network ports you need to open on your cloud firewall and how to activate cPHulk to immediately block brute-force login attacks.&lt;/p&gt;

&lt;p&gt;Creating Your First Account: Provisioning your first hosting package and web space.&lt;/p&gt;

&lt;p&gt;🚀 Ready to Deploy?&lt;br&gt;
Whether you are setting up your own infrastructure, migrating high-traffic client sites, or building a hosting reseller business, this guide is your definitive blueprint.&lt;/p&gt;

&lt;p&gt;For read more, visit the tutorial link: [&lt;a href="https://www.fitservers.com/tutorials/howto/install-cpanel-whm-on-dedicated-server/" rel="noopener noreferrer"&gt;https://www.fitservers.com/tutorials/howto/install-cpanel-whm-on-dedicated-server/&lt;/a&gt;]&lt;/p&gt;

</description>
      <category>linux</category>
      <category>sysadmin</category>
      <category>tutorial</category>
      <category>devops</category>
    </item>
    <item>
      <title>Reaching 3,140 Tok/s: Benchmarking the 96GB RTX Pro 6000 Blackwell</title>
      <dc:creator>Shannon Dias</dc:creator>
      <pubDate>Thu, 02 Apr 2026 08:18:41 +0000</pubDate>
      <link>https://dev.to/shannon_dias_927e8f0d0d18/reaching-3140-toks-benchmarking-the-96gb-rtx-pro-6000-blackwell-3bm6</link>
      <guid>https://dev.to/shannon_dias_927e8f0d0d18/reaching-3140-toks-benchmarking-the-96gb-rtx-pro-6000-blackwell-3bm6</guid>
      <description>&lt;p&gt;Fellow devs and sysadmins, the days of sharding massive models across multiple consumer GPUs just to get enough memory are coming to an end.&lt;/p&gt;

&lt;p&gt;At Fit Servers, we've been analyzing the NVIDIA RTX Pro 6000 Blackwell, and the specs are heavily targeted at local AI developers and server engineers.&lt;/p&gt;

&lt;p&gt;The Hardware&lt;br&gt;
GPU Die: GB202 (Blackwell)&lt;/p&gt;

&lt;p&gt;CUDA Cores: 24,064&lt;/p&gt;

&lt;p&gt;VRAM: 96 GB GDDR7 ECC (1.8 TB/s bandwidth)&lt;/p&gt;

&lt;p&gt;TDP: 600W Max (Server Edition is passive)&lt;/p&gt;

&lt;p&gt;Why Developers Should Care: Native FP4&lt;br&gt;
The biggest architectural shift is the 5th-Gen Tensor Cores with native FP4 support. A full 70B parameter model in FP4 quantization requires ~35–40 GB of VRAM. With 96GB, you have massive headroom for long context windows.&lt;/p&gt;

&lt;p&gt;In single-GPU inference, this card hits 3,140 tokens/sec, actually edging out the H100 SXM (2,987 tok/s) because the H100 lacks native FP4 hardware paths.&lt;/p&gt;

&lt;p&gt;The Catch&lt;br&gt;
It draws 600W. You need a dedicated, full-size tower or a proper rack setup with heavy-duty power supplies to run this safely.&lt;/p&gt;

&lt;p&gt;We’ve published the full technical spec sheet, thermal requirements, and detailed throughput benchmarks over at Fit Servers.&lt;/p&gt;

&lt;p&gt;🔗 For read more visit the blog link and find your next server configuration: &lt;a href="https://www.fitservers.com/blogs/nvidia-rtx-pro-6000-blackwell/" rel="noopener noreferrer"&gt;https://www.fitservers.com/blogs/nvidia-rtx-pro-6000-blackwell/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>ai</category>
      <category>hardware</category>
      <category>servers</category>
    </item>
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