Understand Your Infrastructure's Usage and Load Characteristics for Online Success
November 30, 2015

Sven Hammar
Apica

Share this

Cyber Monday is here and it is instrumental to keep your e-commerce platform in perfect health. Key areas to keep an eye on are usage and load characteristics — they are gauges for interpreting how much work an online platform performs, and how well it performs under stress.

Understanding how your digital infrastructure performs is not as simple as assessing your car’s odometer to measure distance traveled, or its speedometer to measure the maximum speed. Usage and load characteristics provide insight into the performance of the platform in real-world use cases, like analyzing that metaphorical car’s journey from point A to point B.

Understanding what kind of usage and load capacity your service concurrently supports, as well as changes to those factors in the future, is a vital part of providing an excellent online user experience. Cloud computing and scaling services are great assets because you have almost unlimited server resources to handle traffic spikes and growth; however, your service may suffer if you are not configured to use it.

On the other side, you do not want to be paying for more power than you need. Use your interpretation of usage and load characteristics to know your limits, check up on the user experience, and evaluate poor performance issues.

Usage: How Much Are You Utilizing?

Usage characteristics are a practical way to measure how much server power you need to run your web or mobile platform. Your usage characteristics are going to break down into CPU, memory, storage, pageviews and network load statistics which can be measured over time or by time increments. The usage data sheds light on how much information your platform is moving to end users, as well as when it moves.

Usage can also tell you how many users are accessing your service at a specific time and compare that against usage statistics to see how hard they are pushing the system. An example usage characteristic would be your web application moving 100GB of data within a month and 10,000 pageviews per hour.

Load: Can You Take the Heat?

Load characteristics can tell you how well your platform performs depending on how many end users are accessing the service concurrently, as well as the maximum amount of work the service can handle before it starts to experience performance problems. Whereas usage testing identifies how much information moves, load testing examines how efficiently the service moves that information.

Load testing, whether performed during development or on a live, fully functioning application, is like test-driving the user experience to make sure everything runs smoothly on a larger scale.

Using load testing analytics, you can identify capacity shortcomings and single out bottleneck points where the platform or server instances can be improved. Load testing gauges how well a platform holds up in terms of service capacity, long-term high use endurance conditions, and demand spikes. It is great for identifying problems with latency as well — something usage data does not provide any insight into. An example load characteristic is the latency between users when a typical number is simultaneously using the service.

Combining Both for Hosting Capacity and Programming Efficiency Analysis

Looking at your web service’s usage and load characteristics helps answer the question of whether your platform needs to make programming efficiency improvements and adjust hosting resources.

If your service passes the test with little headroom, it is an indication that future growth will disrupt service quality. The performance data helps businesses avoid being victims of their own success. Unpredictable load and rapid use expansion can cause the service to falter if the hosting services are not prepared.

For example, when Pinterest first launched, they used a gated account approval method at first for gradually allowing new users to access the service. This prevented them from overloading the application and creating a poor user experience.

Take advantage of the information that usage and load characteristics provide, adjusting service capabilities and your auto scaling settings to address problems with real-world service use. Do not become a victim of your own online success!

Sven Hammar is Chief Strategy Officer and Founder of Apica
Share this

The Latest

December 15, 2017

CIOs around the globe are more determined than ever to achieve digital transformation within their organizations despite setbacks, according to a survey by Logicalis ...

December 14, 2017

The Spiceworks 2018 IT Career Outlook found that 32 percent of IT professionals plan to search for or take an IT job with a new employer in the next 12 months ...

December 12, 2017

Downtime and security risks were present in each cloud environment tested, according to 2016 Private Cloud Resiliency Benchmarks, a report from Continuity Software ...

December 11, 2017

Companies that empower employees with the applications they want and need, and make them readily accessible — anytime, anywhere, on any device — can benefit from measurable gains at the individual and organizational level, according to a survey, The Impact of the Digital Workforce: A New Equilibrium of the Digitally Transformed Enterprise, conducted by VMware ...

December 08, 2017

Metrics-oriented thinking is key to continuous improvement – and a core tenant of any agile or DevOps philosophy. Metrics are factual and once agreed upon, these facts are used to drive discussions and methods. They also allow for a collaborative effort to execute decisions that contribute towards business outcomes ...

December 06, 2017

The recent outage of the University of Cambridge website hosting Stephen Hawking's doctoral thesis is a prime example of what happens when niche websites become exposed to mainstream levels of traffic ...

December 05, 2017

Even as many organizations continue to adopt multi-cloud technologies as part of their dramatic transformation, the mainframe remains a relevant and growing data center hub for many, according to BMC's 12th annual Mainframe Research Report ...

December 04, 2017

Banks are laying the foundation for the digitization of their businesses and anticipate emerging technologies -- from IoT to biometric authentications and blockchain -- to make a substantial imprint on the industry within five years, according to a recent survey of banking professionals commissioned by VMware ...

December 01, 2017

A recent blog on APMdigest — Protecting Network Performance is as Essential as Securing the Network — mentions that performance issues and outages are possible when security tools (like an IPS, WAF, etc.) are inserted inline. However, one easy way to mitigate this concern is to deploy a bypass switch before the inline tool ...

November 30, 2017

While self-service and self-help IT are in common practice, about half of organizations surveyed are still struggling with full deployment and realizing its value, according to a new report by Ivanti and the Service Desk Institute ...