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Black Friday Load Testing Lessons to Learn for Free Shipping Day 2014

Will Free Shipping Day be bigger than Black Friday?
Alon Girmonsky

Black Friday may be behind us for another year, but Free Shipping Day is just around the corner.

On the 18th of December, nearly 1,000 online stores will offer free shipping for last minute holiday shoppers.

If you're one of these 1,000 retailers, no doubt you're rigorously stress testing your sites and apps to ensure they will run smoothly on the big day.

But is your testing enough to guarantee a smooth shopping day for your customers? Huge retailers like Best Buy, Tesco, Argos, John Lewis and Currys all had costly crashes on Black Friday 2014, despite extensive preparations and testing. On top of that, Free Shipping Day is likely to bring new, specific challenges for your site — and it's getting bigger every year.

Will Free Shipping Day be bigger than Black Friday? 2014 marks the 7th year for Free Shipping Day, and each year is bigger than the last. Since 2012, spending on Free Shipping Day has exceeded $1 billion and it has overtaken Black Friday's online spending for two years in a row. In fact, just two years after it was created, Free Shipping Day made its mark as the third heaviest day for online shopping in US history.

So there's a good chance that your website will be under even more stress this Thursday than Black Friday. The good news is that you can learn from mistakes made by others to ensure your website will be able to handle the load. Here are three lessons that we can learn this year:

Lesson #1. Don't Underestimate the Load

Both Tesco and Best Buy underestimated the huge surge of traffic that came to their sites on Black Friday. Tesco reported having five times more customers than 2013 and Best Buy witnessed "record levels of website traffic".

There are many reasons why traffic might be higher than you expected, such as the rising popularity of Free Shipping Day, the increasingly widespread use of online shopping and even the fact that you might be getting traffic from your competitors if their websites are down.

That's why it is important to try to bring your system into failure when running your load testing. Whether your failure will be caused by CPU, memory, connection pools, a network band issue or something else, you need to find it. I recommend running a sequence of tests while continually increasing the load and monitoring your hits/s throughput as you do this. Keep on doing this until you hit a scaling problem.

For example: the chart below shows where your system reaches its capacity (in this case after 300 virtual users).


Lesson #2: Recover Quickly from Technical Problems

On Black Friday, Tesco's website was down for 12 hours – half of the busiest shopping day of the year.

Every minute that your website is down, you're losing hundreds of thousands of dollars in lost revenue. So, whether a crash is caused by high traffic loads or a power outage, it's vital to put plans in place to ensure you'll recover quickly.

I recommend ensuring you have back-up servers and locations ready so you can recover quickly if there's a problem. Set up a database replication, database failover cluster or application failover cluster. If there's a problem, just switch over to the failover location. You won't have to wait for your main server to recover as your backup can be running while you resolve the critical issues.

Lesson #3: Run Load Tests from Different Devices in the Production Environment

Shortly after Best Buy's Black Friday crash, a company spokesman gave the following statement: "A concentrated spike in mobile traffic triggered issues that led us to shut down BestBuy.com in order to take proactive measures to restore full performance.”

Your traffic load won't come in equal measures from all devices – or locations for that matter. The vast majority of your traffic might come from one type of device and one specific region. That's why it's crucial to run your tests in different geo-locations and from different devices on your live production site. This is the best way to ensure that your testing is accurate, that your test plan is well organized and that you're stressing every point in the entire chain of delivery. I recommend testing in your production environment at a time when traffic is very low (such as 3am on a Sunday morning) and informing your customers that there may be some downtime during these hours.

There are various ways that you can run such tests. You can use an open source load testing tool and buy several Virtual Private Servers (VPS) in different geo-locations to test your web or app servers under heavy load from various geographical locations. Alternatively, you can use cloud performance testing tools to simulate the load from various devices and multiple geo-locations.

Specific Challenges of Free Shipping Day

In addition to learning from all of the above mistakes, it's also important to address the specific challenges that Free Shipping Day will bring.

For 24 hours only, developers need to ensure that the checkout tallies won't include shipping costs. Some companies will have a flexible framework in place that enables them to just click a checkbox to exclude shipping fees. However, most companies won't have such a framework in place. Instead, they will have software that needs adapting. In such cases, many developers will make ad-hoc changes to a few lines of code to remove the shipping fees for these key 24 hours.

However, this type of “quick fix” can lead to technical glitches or even incorrect pricing calculations. If the fix isn't implemented correctly or the developers fail to update every page that includes the shipping fees, your customers may see additional costs on pages that you overlooked.

In addition to these functional issues, all of the code changes might lead to unforeseen problems with the performance of your website or app.

To avoid such issues, it is critical to avoid making changes to the code at the last minute. You need to ensure that you have enough time and the right environment to check the repercussions of any changes that are made.

Once the changes have been made, take the time to check the functionality in the staging or QA environment. It's worth asking your QA team to ensure that it is operating as anticipated. Once the change has been verified from a functional perspective, then you need to check that it works on a high scale. To do this, it's best to run a load test in the production environment around four to five hours before Free Shipping Day officially begins. This will give you enough time to make any last minute fixes that you need before your customers start flooding your site.

If you take all of these considerations into account, I'm confident that Free Shipping Day 2014 will be successful and profitable for you and your company.

Alon Girmonsky is Founder and CEO of BlazeMeter.

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Black Friday Load Testing Lessons to Learn for Free Shipping Day 2014

Will Free Shipping Day be bigger than Black Friday?
Alon Girmonsky

Black Friday may be behind us for another year, but Free Shipping Day is just around the corner.

On the 18th of December, nearly 1,000 online stores will offer free shipping for last minute holiday shoppers.

If you're one of these 1,000 retailers, no doubt you're rigorously stress testing your sites and apps to ensure they will run smoothly on the big day.

But is your testing enough to guarantee a smooth shopping day for your customers? Huge retailers like Best Buy, Tesco, Argos, John Lewis and Currys all had costly crashes on Black Friday 2014, despite extensive preparations and testing. On top of that, Free Shipping Day is likely to bring new, specific challenges for your site — and it's getting bigger every year.

Will Free Shipping Day be bigger than Black Friday? 2014 marks the 7th year for Free Shipping Day, and each year is bigger than the last. Since 2012, spending on Free Shipping Day has exceeded $1 billion and it has overtaken Black Friday's online spending for two years in a row. In fact, just two years after it was created, Free Shipping Day made its mark as the third heaviest day for online shopping in US history.

So there's a good chance that your website will be under even more stress this Thursday than Black Friday. The good news is that you can learn from mistakes made by others to ensure your website will be able to handle the load. Here are three lessons that we can learn this year:

Lesson #1. Don't Underestimate the Load

Both Tesco and Best Buy underestimated the huge surge of traffic that came to their sites on Black Friday. Tesco reported having five times more customers than 2013 and Best Buy witnessed "record levels of website traffic".

There are many reasons why traffic might be higher than you expected, such as the rising popularity of Free Shipping Day, the increasingly widespread use of online shopping and even the fact that you might be getting traffic from your competitors if their websites are down.

That's why it is important to try to bring your system into failure when running your load testing. Whether your failure will be caused by CPU, memory, connection pools, a network band issue or something else, you need to find it. I recommend running a sequence of tests while continually increasing the load and monitoring your hits/s throughput as you do this. Keep on doing this until you hit a scaling problem.

For example: the chart below shows where your system reaches its capacity (in this case after 300 virtual users).


Lesson #2: Recover Quickly from Technical Problems

On Black Friday, Tesco's website was down for 12 hours – half of the busiest shopping day of the year.

Every minute that your website is down, you're losing hundreds of thousands of dollars in lost revenue. So, whether a crash is caused by high traffic loads or a power outage, it's vital to put plans in place to ensure you'll recover quickly.

I recommend ensuring you have back-up servers and locations ready so you can recover quickly if there's a problem. Set up a database replication, database failover cluster or application failover cluster. If there's a problem, just switch over to the failover location. You won't have to wait for your main server to recover as your backup can be running while you resolve the critical issues.

Lesson #3: Run Load Tests from Different Devices in the Production Environment

Shortly after Best Buy's Black Friday crash, a company spokesman gave the following statement: "A concentrated spike in mobile traffic triggered issues that led us to shut down BestBuy.com in order to take proactive measures to restore full performance.”

Your traffic load won't come in equal measures from all devices – or locations for that matter. The vast majority of your traffic might come from one type of device and one specific region. That's why it's crucial to run your tests in different geo-locations and from different devices on your live production site. This is the best way to ensure that your testing is accurate, that your test plan is well organized and that you're stressing every point in the entire chain of delivery. I recommend testing in your production environment at a time when traffic is very low (such as 3am on a Sunday morning) and informing your customers that there may be some downtime during these hours.

There are various ways that you can run such tests. You can use an open source load testing tool and buy several Virtual Private Servers (VPS) in different geo-locations to test your web or app servers under heavy load from various geographical locations. Alternatively, you can use cloud performance testing tools to simulate the load from various devices and multiple geo-locations.

Specific Challenges of Free Shipping Day

In addition to learning from all of the above mistakes, it's also important to address the specific challenges that Free Shipping Day will bring.

For 24 hours only, developers need to ensure that the checkout tallies won't include shipping costs. Some companies will have a flexible framework in place that enables them to just click a checkbox to exclude shipping fees. However, most companies won't have such a framework in place. Instead, they will have software that needs adapting. In such cases, many developers will make ad-hoc changes to a few lines of code to remove the shipping fees for these key 24 hours.

However, this type of “quick fix” can lead to technical glitches or even incorrect pricing calculations. If the fix isn't implemented correctly or the developers fail to update every page that includes the shipping fees, your customers may see additional costs on pages that you overlooked.

In addition to these functional issues, all of the code changes might lead to unforeseen problems with the performance of your website or app.

To avoid such issues, it is critical to avoid making changes to the code at the last minute. You need to ensure that you have enough time and the right environment to check the repercussions of any changes that are made.

Once the changes have been made, take the time to check the functionality in the staging or QA environment. It's worth asking your QA team to ensure that it is operating as anticipated. Once the change has been verified from a functional perspective, then you need to check that it works on a high scale. To do this, it's best to run a load test in the production environment around four to five hours before Free Shipping Day officially begins. This will give you enough time to make any last minute fixes that you need before your customers start flooding your site.

If you take all of these considerations into account, I'm confident that Free Shipping Day 2014 will be successful and profitable for you and your company.

Alon Girmonsky is Founder and CEO of BlazeMeter.

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An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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