RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
Sunday, July 12, 2026
RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
Add RCR Wireless as a preferred source on Google
  • Qualcomm 6G Insights
  • Huawei Content Hub
  • Qualcomm – 6G Vision
  • OSS/BSS Channel
  • RCRTech Roundtable: AI Infrastructure
RCR Wireless
RCR Wireless
  • Advanced Mimo
  • Mobile mmWave
  • 5G Positioning
  • Green Networks
  • Metaverse
  • Automotive
  • Industrial and Wide-area IoT
Copyright 2021 - All Right Reserved
Home - Up and out: The dynamics of scale in core networks (Reader Forum)
OpinionReader Forum

Up and out: The dynamics of scale in core networks (Reader Forum)

by Reader Forum July 21, 2020
written by Reader Forum July 21, 2020 Share
LinkedinEmail
Share 0LinkedinEmail
116

Between the global shift to remote workforces and the requirements for 100 percent uptime for healthcare and emergency services, the COVID-19 pandemic is putting unprecedent strain on our networks. While no one could have possibly predicted this pandemic or its impact on every facet of our lives, we can confidently forecast the continued need for massive bandwidth as the critical need to exchange information in real-time marches on. If there is one word you could use to describe the internet and today’s networks it just might be, “scale.”

So, scale is essentially what we have been solving for in network design. And to be more precise, scale in an efficient, economic way. Scale can be thought of in multiple dimensions: the scale to handle additional numbers of logical endpoints, such as users or thermostats; scale in terms of geographic reach; the ability to scale to add new services, from voice to virtual reality. The list goes on.

But we can no longer solve only for scale. New applications with diverse requirements have placed growing demands on the network. And new, lightning fast, competitors have entered the telecommunications ecosystem, taking customer wallet share from traditional network operators and introducing not only new ways to design and operate networks, but also completely new ways to run a business. For example, AWS now offers more than 212 different services.

The challenge for an incumbent network service provider (SP) is no longer simply how to scale the network. No doubt most network domains are marching toward 400GbE, but it’s not that simple. SPs must also solve for business agility to stay competitive. These two drivers, scale vs. agility, create conflict that requires some design tradeoffs.

Scale up

Until recently, the way in which SPs solved for scale in their networks, particularly the core, has been through “scale up” architectures. Scale up, or scaling vertically, in a general sense involves making an existing network node bigger, for example, adding capacity to existing modular routing platforms or replacing platforms entirely with bigger boxes. This “brute force” traditional approach is simple and effective, but it has limitations. After chassis capacity is exhausted, additional capacity must be added in large, coarse chunks in the form of a new chassis.

Scale up designs struggle with the ongoing mismatch between business requirements (e.g., dynamic, unpredictable bandwidth demand) and what the network can support. As the network grows, typically a network operator finds itself in either under-capacity or over-capacity. In an under-capacity situation, SPs risk losing revenue from missing out on new customers or losing existing customers because you cannot adequately serve them. Over-capacity, on the other hand, equals over-spending.

image001 3

The large nodes of scale up designs also mean large blast radius when things go wrong. Therefore, reliability requires major redundancy. Multi-plane core scale up designs do increase availability, but at additional cost and complexity.

Scale out

As networks get bigger, they get more complex. Fundamentally, SPs manage this complexity by separating infrastructure into different domains: access, aggregation, core, and so on. Data centers (DCs), however, are flat and cannot be separated in a similar fashion. Instead, architects generally manage the complexity by building layers, such as leaves and spines. As DCs get bigger designers typically add more layers and more hierarchy. But to achieve the massive scale necessary to handle the explosion in traffic over the last 10 years, large cloud providers have implemented scale out thinking as well.

Modern data center leaf-spine architectures with IP fabric physical underlays are the prototypical examples of scale out designs in networking. Operators add capacity by installing a new rack of servers connected to the spine with a top of rack switch. The migration to more capacity is relatively seamless. The cloud hyperscalers have perfected these designs as a response to their most important requirement: efficient scale to handle hyper-growth.

As these scale out DC fabric designs performed admirably, the next question became, can we apply the same principles to core and wide area networks (WANs)? In contrast to scale up, scale out essentially means adding more network nodes in parallel and linking together these nodes to that they can collectively do the work of a much larger scaled up node. Nodes in scale out architectures are typically smaller, lower performance vs. nodes you would find in scaled up networks. But, several 1RU boxes with 400GbE interfaces quickly add up to a single, large modular chassis.

The shift to scale out architectures in the core also requires a change in mindset. “Just be like Google” or another cloud hyperscalers is a naïve admonishment occasionally and casually directed toward an SP, but this is unfair. Traditional SPs have billions of dollars of investment in the ground, much of which has been designed for a different era. But the truth is that SPs can learn a lot from the hyperscalers, including basic hyperscaler network design principles such as:

  • Superior scale
  • Better resilience; smaller blast radius
  • Open, interchangeable components
  • Uniform, automated operations

Scale onward

To be clear, most SPs still don’t need the full Clos-style, massive scale out architectures that hyperscalers operate – the additional nodes, additional layers, and additional links all add up to massive new complexity. The hyperscalers effectively tame this complexity only through automation and an army of talented software engineers. The cloud hyperscalers have solved the tradeoff between network efficiency and business agility, but traditional SPs have yet to build up the required capabilities.

A middle way is, perhaps, most optimum for the SP core. Call it, limited scale out. This includes multi-device nodes vs. just two nodes for added redundancy and some limited leaves for fan out. Call it, “compromised scale out” that works for most SPs today. Over time the SP can add more leaves, resulting in a smoother evolution and transition path from where they are today, both architecturally and organizationally, to where they want to get to.

Remember, scale up vs. scale out is not an either/or discussion. Scale out certainly is not always “better.” It’s all about the right architecture for the job. Look for an infrastructure vendor that covers all network domains, with a portfolio that covers scale up and scale out use cases and 400GbE speeds. And most importantly, look for an infrastructure vendor, who has worked extensively with the cloud hyperscalers to help them build out their massively scaled out networks and massively successful businesses.

You Might Also Like
  • How operations leaders see 5G as vital for mission-critical workflows (Reader Forum)
  • Thursday (telco diary) | The plumbing is the product
  • How the FCC can protect IoT innovation and GPS resilience in the 900 MHz band (Reader Forum)
  • Thursday (telco diary) | The telco AI imperative
  • Wednesday | Telco agents and smash hits (Editorial Diary)
  • Trust you can see – the convergence of voice, messaging, and identity (Reader Forum)

Table of Contents

  • Scale up
  • Scale out
  • Scale onward
Share 0 LinkedinEmail
Reader Forum

Submit Reader Forum articles to [email protected]. Articles submitted to RCR Wireless News become property of RCR Wireless News and will be subject to editorial review and copy edit. Posting of submitted Reader Forum articles shall be at RCR Wireless News sole discretion.

previous post
Orange takes Open RAN to Central African Republic
next post
Federated looks ahead to CBRS spectrum secondary market

White Papers

  • Enea White Paper: Why Intelligent AAA is the Swiss Army Knife of Telecom

  • CSG White Paper: Telco AI Enabler: Mediation’s Defining Role

  • Enea White Paper: Scalable Database Design for 5G and Beyond

  • Supermicro and NVIDIA Whitepaper: Powering sovereign AI at scale

  • VIAVI Whitepaper: RAN scenario generators and their critical role for future-proofing AI-native RAN in Advanced 5G and 6G networks

Editorial Reports

  • Report: Scaling Optical Networks For The Hyperscale And AI Era

  • Test And Measurement Market Pulse Report

  • Editorial Report: Securing telecom infrastructure for the quantum era

Webinars

  • Webinar: Building 6G — aligning technology, policy and purpose

  • SIMCom Webinar: Scaling your next deployment – from plastic to provisioning

  • Webinar: Rethinking the RAN as AI, cloud and openness converge

  • Webinar: Scale-Up, Scale-Out, Scale-Across – Building AI-Era Network Fabrics

  • Webinar: NTN in motion – evolving standards, expanding services

Since 1982, RCR Wireless News has been providing wireless and mobile industry news, insights, and analysis to mobile and wireless industry professionals, decision makers, policy makers, analysts and investors.

Facebook Twitter Youtube Linkedin Envelope Rss

Useful Links

  • Subscribe
  • About RCR Wireless News
  • Contact Us
  • Advertise
  • Editorial Calendar
  • Archive
  • RSS
  • Wireless News Archive
  • Subscribe
  • About RCR Wireless News
  • Contact Us
  • Advertise
  • Editorial Calendar
  • Archive
  • RSS
  • Wireless News Archive

Edtior's Picks

Webinar: Building 6G — aligning technology, policy and purpose
Vodafone at the heart of Euro telco reset as Iliad owner buys e&...
How operations leaders see 5G as vital for mission-critical workflows (Reader Forum)

Latest Articles

Webinar: Building 6G — aligning technology, policy and purpose
Vodafone at the heart of Euro telco reset as Iliad owner buys e& stake for $5.9bn
How operations leaders see 5G as vital for mission-critical workflows (Reader Forum)
Thursday (telco diary) | The plumbing is the product

© 2026 RCR Wireless News All Right Reserved. Developed by Eight Hats.

Cookie Policy | Privacy Policy

RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
@2020 - All Right Reserved. Designed and Developed by PenciDesign