Blog

CartonCloud's auto-scaling to meet demand

Over the last 6 months we've made major changes under the hood to allow CartonCloud to auto-scale, and we're proud to announce that in the last 2 weeks, our team have set up auto-scaling for both our web-facing and background processing servers.

Author:

CartonCloud

Published:

January 28, 2019

CartonCloud Auto-Scaling

When client demand on web applications increases at peak times such as the lead-in to Christmas or Easter, many web services become slow, or in extreme cases, inoperable (think Ticketek when Adele tickets are released).

In the logistics industry, our peak periods are Christmas, Easter, Black Friday, Singles Day and other high-sales periods. At these times volumes of orders, both in the warehouse and on the road, go up significantly, sometimes by 100% or more - this means significantly more traffic and load on the servers handling everything.

Auto-scaling allows systems to deal with this additional traffic automatically, by increasing the number of servers (or power of servers) as demand increases.

Over the last 6 months we've made major changes under the hood to allow CartonCloud to auto-scale, and we're proud to announce that in the last 2 weeks, our team have set up auto-scaling for both our web-facing and background processing servers (servers doing background tasks like indexing for search, and sending POD emails).

This achieves three things:

  • Maintains speed when under heavy load (traffic), automatically. Previously an engineer would need to increase server resources manually, which may take an hour or more to complete, too long to handle a traffic surge.
  • Increases redundancy (servers are now disposable, if anything fails on one, it's simply terminated and another is started automatically). No time spent trying to figure out "what's wrong?" with a particular sever, just have it destroyed and fire up another.
  • Increases reliability. Rather than the application slowing down and then becoming non-responsive, capacity is added to meet demand preventing end-user issues. Without this, a single server dying (which will normally happen if it gets overloaded) leaves the other servers to fend for themselves, worsening the problem and potentially leading to a complete outage.

Above all else, we're focused heavily on application speed and reliability. We know that any slowdown on a page (even just 0.20 of a second) makes a huge difference to how quickly our users can get their work done (this is why we build Rapid Packing for example!). We continuously monitor our servers, end-user load-times, and watch closely for both reported and unreported errors to ensure CartonCloud is up, running and very quick to load.

Technical Information for those interested:

Back in early 2015, when CartonCloud was just an in-house system used by Roving Logistics, everything ran on a single server. Web requests, background tasks, everything was on a single server. This worked fine as request volumes were easily predictable, and the server was "over-powered" for the task at hand.

In late 2015, with several clients using the system, we shifted to AWS and at the same time, spread the infrastructure across two web-servers, a background (processing) server, a file server, plus an RDS database. It was a fairly heavy step-up in terms of cost (5 small servers rather than 1 medium sized server), but it certainly gave us control over independently controlling resources over each of these pieces. Capistrano was use as the deployment tool and Puppet for server management.

The structure then largely remained the same (web server numbers / sizes were continually increased to meet demand) until the last 6 months in which the following changes were made:

  1. Deployment is now performed directly from Bamboo.
  2. Servers are no longer configured by Puppet but simply cloned from an AMI base.
  3. Background processing jobs are now run via API rather than in-build cron scheduled.
  4. Both web-facing and background-processing servers converted to auto-scaling groups.

Interested in joining? Check out our current Careers.

Explore the resource hub

Tips, tools, downloadable guides and stories from logistics teams who are working smarter.

Visit hub

July 2026 — New Feature Round-up

1pl
3PL
Accounting
Bulk & Pallet
eCommerce
1PL
3PL
CrossDocking
E-Commerce
F&B
July 2026 — New Feature Round-up

What US 3PL Operators Really Say About Switching From Slow, Complex WMS Alternatives

3PL
3PL
WMS
What US 3PL Operators Really Say About Switching From Slow, Complex WMS Alternatives

CartonCloud vs Competitors: An Honest Comparison from an Implementation Specialist

3PL
TMS
WMS
3PL
CartonCloud vs Competitors: An Honest Comparison from an Implementation Specialist

Running Multiple Sites from One WMS System: How HD Warehousing Scaled Without the Complexity

3PL
Bulk & Pallet
eCommerce
F&B
Wholesale
3PL
E-Commerce
F&B
Wholesale
WMS
Running Multiple Sites from One WMS System: How HD Warehousing Scaled Without the Complexity

This Week in Logistics: The Operator Playbook

1pl
3PL
Accounting
Bulk & Pallet
eCommerce
1PL
3PL
E-Commerce
TMS
Transport
This Week in Logistics: The Operator Playbook

Deposco Alternatives: What Growing 3PLs Should Consider

3PL
3PL
WMS
TMS
Deposco Alternatives: What Growing 3PLs Should Consider

CartonCloud Feature Spotlight: April-June 2026

eCommerce
3PL
1pl
Accounting
Bulk & Pallet
3PL
WMS
E-Commerce
1PL
CrossDocking
CartonCloud Feature Spotlight: April-June 2026

3PL Software Pricing: What You're Actually Paying For (And How to Compare It)

3PL
3PL
WMS
3PL Software Pricing: What You're Actually Paying For (And How to Compare It)

Inside CartonCloud: A Top-Rated 3PL Logistics Software Platform

3PL
WMS
Inside CartonCloud: A Top-Rated 3PL Logistics Software Platform

3PL Software Find the Best Fit for Your Business

3PL
WMS
3PL Software Find the Best Fit for Your Business

What Carrier Integrations Does a 3PL Need? Explore CartonCloud's 150+ Carrier Connections

3PL
3PL
What Carrier Integrations Does a 3PL Need? Explore CartonCloud's 150+ Carrier Connections

From 50 Picks a Day to 300: How Hone Scales a 50-Year Social Enterprise with CartonCloud

3PL
Bulk & Pallet
3PL
WMS
Wholesale
From 50 Picks a Day to 300: How Hone Scales a 50-Year Social Enterprise with CartonCloud

CartonCloud vs Da Vinci Comparison Guide for 3PLs

1pl
3PL
Accounting
Bulk & Pallet
eCommerce
1PL
3PL
E-Commerce
F&B
TMS
CartonCloud vs Da Vinci Comparison Guide for 3PLs

What AI Actually Changes in 3PL Operations (And What's Just Hype)

3PL
No items found.
What AI Actually Changes in 3PL Operations (And What's Just Hype)

CartonCloud vs PackemWMS: An Honest 3PL Software Comparison

3PL
Bulk & Pallet
eCommerce
Wholesale
F&B
3PL
E-Commerce
WMS
Wholesale
F&B
CartonCloud vs PackemWMS: An Honest 3PL Software Comparison

CartonCloud + Shippit: a partnership that saves you money on freight

3PL
Wholesale
Bulk & Pallet
3PL
WMS
Wholesale
CartonCloud + Shippit: a partnership that saves you money on freight

This Week in Logistics: Purpose. People. Proof. Inside Hone's Social Enterprise 3PL Model

3PL
3PL
This Week in Logistics: Purpose. People. Proof. Inside Hone's Social Enterprise 3PL Model

Why "Returns" Is a Dirty Word in E-commerce Logistics (And How the Best Operators Are Cleaning It Up)

3PL
eCommerce
Wholesale
3PL
E-Commerce
WMS
Why "Returns" Is a Dirty Word in E-commerce Logistics (And How the Best Operators Are Cleaning It Up)

Is It Worth Upgrading Your 3PL Warehouse Management Software?

3PL
Wholesale
Bulk & Pallet
Transport
3PL
CrossDocking
Transport
WMS
Wholesale
Is It Worth Upgrading Your 3PL Warehouse Management Software?

CartonCloud vs Extensiv: The Clear Choice for 3PLs and Logistics Providers

3PL
eCommerce
Wholesale
Transport
F&B
WMS
TMS
CrossDocking
1PL
CartonCloud vs Extensiv: The Clear Choice for 3PLs and Logistics Providers

Still counting stock the old way?

Book a free demo
Blog