Click here to close now.

Welcome!

AJAX & REA Authors: Jon McNeill, Carmen Gonzalez, Lori MacVittie, Elizabeth White, VictorOps Blog

Blog Feed Post

Load testing like a developer

Creating highly targeted load tests for your web server doesn’t have to be complicated. And it won’t be, at least not if you know what to look for.

The secret is to approach a load test with the mind of a developer. You’re not going to run a test just to punish your web server. You’re trying to gather valuable data that will aid you in keeping your web applications fast and responsive. To do this, let’s look at two simple steps to create a scientifically sound load test.

1. To plan your test, think like a user.
The first step is to outline exactly what type of web experience you’re testing for. Are you expecting users to log onto your site and remain for hours at a time? Or are a large number of users entering and leaving the site in short spurts? Or, are you expecting your about-to-be-released video to go viral, and you want to be sure your server can handle the load? No two websites are identical, and the same goes for the user experience on your site.

Let’s take a look at an example. An online shop might find it best to define the number of visits and purchases per hour that its servers must be able to handle. With this information, the shop can calculate it down to a value of each new visit and/or purchase per second. An example of this could be an hour-long test configured to send five new visitors to the site per second, simulate them surfing the product catalog, and have them start a new purchase every second.

2. Find the data that really matters.
Now that your load test is up and running, your next step is to comb through the mountain of incoming data to understand what’s happening on the server. During the load test for our hypothetical online shop, new simulated users are coming to the site and old simulated users are leaving the site. To judge the response time of the web server, we need to look at the number of parallel users. If the web server is slow, you’ll have a large number of virtual users, and if it’s fast, that number will be smaller.

When the results of a load test show unacceptable response times, it is often assumed that the network is the cause of the problem. In reality, this is seldom the case. Fortunately, it is quite easy to check this using test measurement data. Simply compare the response time for a static image (such as JPEG, GIF, or PNG) with the response time for a dynamically created HTML page of approximately the same size.

Consider this example:
A) The response time for a static GIF image of 200 kB is measured at 60 milliseconds.
B) The response time for a dynamically created HTML page with a size of 400 kB is measured at three seconds.

Assuming the response time of the static image depends solely on the network bandwidth (which is not always the case, but is useful for our purposes in this example), the dynamically created HTML page should have a response time of 120 milliseconds since it is only twice the size of the image. Since the actual response time of the HTML page is three seconds, the web application uses at least 2880 milliseconds (3000 minus 120) to produce and send the page.

However, one successful test does not guarantee a perfect application. You should be running load tests after any modification is made to the web server or application (i.e. new software release, upgrading database, etc.). These tests should run for at least 30 minutes, because often a web server does not crash instantly when it’s overloaded. Many can handle a large load for a few minutes, but might crash later after 15 or 20.

With these tips in mind, you’ll be on track to pinpointing your application’s performance issues. Perfection takes time, but as you tweak your tests to emulate your real-world traffic, your response times should gradually improve.

Read the original blog entry...

More Stories By Sven Hammar

Sven Hammar is Co-Founder and CEO of Apica. In 2005, he had the vision of starting a new SaaS company focused on application testing and performance. Today, that concept is Apica, the third IT company I’ve helped found in my career.

Before Apica, he co-founded and launched Celo Commuication, a security company built around PKI (e-ID) solutions. He served as CEO for three years and helped grow the company from five people to 85 people in two years. Right before co-founding Apica, he served as the Vice President of Marketing Bank and Finance at the security company Gemplus (GEMP).

Sven received his masters of science in industrial economics from the Institute of Technology (LitH) at Linköping University. When not working, you can find Sven golfing, working out, or with family and friends.

@CloudExpo Stories
Advanced Persistent Threats (APTs) are increasing at an unprecedented rate. The threat landscape of today is drastically different than just a few years ago. Attacks are much more organized and sophisticated. They are harder to detect and even harder to anticipate. In the foreseeable future it's going to get a whole lot harder. Everything you know today will change. Keeping up with this changing landscape is already a daunting task. Your organization needs to use the latest tools, methods and ex...
In his session at DevOps Summit, Tapabrata Pal, Director of Enterprise Architecture at Capital One, will tell a story about how Capital One has embraced Agile and DevOps Security practices across the Enterprise – driven by Enterprise Architecture; bringing in Development, Operations and Information Security organizations together. Capital Ones DevOpsSec practice is based upon three "pillars" – Shift-Left, Automate Everything, Dashboard Everything. Within about three years, from 100% waterfall, C...
Disruptive macro trends in technology are impacting and dramatically changing the "art of the possible" relative to supply chain management practices through the innovative use of IoT, cloud, machine learning and Big Data to enable connected ecosystems of engagement. Enterprise informatics can now move beyond point solutions that merely monitor the past and implement integrated enterprise fabrics that enable end-to-end supply chain visibility to improve customer service delivery and optimize sup...
Dale Kim is the Director of Industry Solutions at MapR. His background includes a variety of technical and management roles at information technology companies. While his experience includes work with relational databases, much of his career pertains to non-relational data in the areas of search, content management, and NoSQL, and includes senior roles in technical marketing, sales engineering, and support engineering. Dale holds an MBA from Santa Clara University, and a BA in Computer Science f...
Red Hat has launched the Red Hat Cloud Innovation Practice, a new global team of experts that will assist companies with more quickly on-ramping to the cloud. They will do this by providing solutions and services such as validated designs with reference architectures and agile methodology consulting, training, and support. The Red Hat Cloud Innovation Practice is born out of the integration of technology and engineering expertise gained through the company’s 2014 acquisitions of leading Ceph s...
Docker has acquired software-defined networking (SDN) startup SocketPlane. SocketPlane, which was founded in Q4, 2014, with a vision of delivering Docker-native networking, has been an active participant in shaping the initial efforts around Docker’s open API for networking. The explicit focus of the SocketPlane team within Docker will be on collaborating with the partner community to complete a rich set of networking APIs that addresses the needs of application developers and network and system...
It’s been proven time and time again that in tech, diversity drives greater innovation, better team productivity and greater profits and market share. So what can we do in our DevOps teams to embrace diversity and help transform the culture of development and operations into a true “DevOps” team? In her session at DevOps Summit, Stefana Muller, Director, Product Management – Continuous Delivery at CA Technologies, will answer that question citing examples, showing how to create opportunities f...
Even as cloud and managed services grow increasingly central to business strategy and performance, challenges remain. The biggest sticking point for companies seeking to capitalize on the cloud is data security. Keeping data safe is an issue in any computing environment, and it has been a focus since the earliest days of the cloud revolution. Understandably so: a lot can go wrong when you allow valuable information to live outside the firewall. Recent revelations about government snooping, along...
The cloud is now a fact of life but generating recurring revenues that are driven by solutions and services on a consumption model have been hard to implement, until now. In their session at 16th Cloud Expo, Ermanno Bonifazi, CEO & Founder of Solgenia, and Ian Khan, Global Strategic Positioning & Brand Manager at Solgenia, will discuss how a top European telco has leveraged the innovative recurring revenue generating capability of the consumption cloud to enable a unique cloud monetization mod...
FedRAMP is mandatory for government cloud deployments and businesses need to comply in order to provide services for federal engagements. In his session at 16th Cloud Expo, Abel Sussman, Director for Coalfire Public Sector practice, will review the Federal Risk and Authorization Management Program (FedRAMP) process and provide advice on overcoming common compliance obstacles.
As organizations shift toward IT-as-a-service models, the need for managing and protecting data residing across physical, virtual, and now cloud environments grows with it. CommVault can ensure protection &E-Discovery of your data – whether in a private cloud, a Service Provider delivered public cloud, or a hybrid cloud environment – across the heterogeneous enterprise. In his session at 16th Cloud Expo, Randy De Meno, Chief Technologist - Windows Products and Microsoft Partnerships, will disc...
Are your applications getting in the way of your business strategy? It’s time to rethink your IT approach. In his session at 16th Cloud Expo, Madhukar Kumar, Vice President, Product Management at Liaison Technologies, will discuss a new data-centric approach to IT that allows your data, not applications, to inform business strategy. By moving away from an application-centric IT model where data integration and analysis are subservient to the constraints of applications, your organization will b...
Analytics is the foundation of smart data and now, with the ability to run Hadoop directly on smart storage systems like Cloudian HyperStore, enterprises will gain huge business advantages in terms of scalability, efficiency and cost savings as they move closer to realizing the potential of the Internet of Things. In his session at 16th Cloud Expo, Paul Turner, technology evangelist and CMO at Cloudian, Inc., will discuss the revolutionary notion that the storage world is transitioning from me...
VictorOps is making on-call suck less with the only collaborative alert management platform on the market. With easy on-call scheduling management, a real-time incident timeline that gives you contextual relevance around your alerts and powerful reporting features that make post-mortems more effective, VictorOps helps your IT/DevOps team solve problems faster.
The Software Defined Data Center (SDDC), which enables organizations to seamlessly run in a hybrid cloud model (public + private cloud), is here to stay. IDC estimates that the software-defined networking market will be valued at $3.7 billion by 2016. Security is a key component and benefit of the SDDC, and offers an opportunity to build security 'from the ground up' and weave it into the environment from day one. In his session at 16th Cloud Expo, Reuven Harrison, CTO and Co-Founder of Tufin,...
The essence of cloud computing is that all consumable IT resources are delivered as services. In his session at 15th Cloud Expo, Yung Chou, Technology Evangelist at Microsoft, will demonstrate the concepts and implementations of two important cloud computing deliveries: Infrastructure as a Service (IaaS) and Platform as a Service (PaaS). He will discuss from business and technical viewpoints what exactly they are, why we care, how they are different and in what ways, and the strategies for IT ...
Cloud data governance was previously an avoided function when cloud deployments were relatively small. With the rapid adoption in public cloud – both rogue and sanctioned, it’s not uncommon to find regulated data dumped into public cloud and unprotected. This is why enterprises and cloud providers alike need to embrace a cloud data governance function and map policies, processes and technology controls accordingly. In her session at 15th Cloud Expo, Evelyn de Souza, Data Privacy and Compliance...
The free version of KEMP Technologies' LoadMaster™ application load balancer is now available for unlimited use, making it easy for IT developers and open source technology users to benefit from all the features of a full commercial-grade product at no cost. It can be downloaded at FreeLoadBalancer.com. Load balancing, security and traffic optimization are all key enablers for application performance and functionality. Without these, application services will not perform as expected or have the...
Platform-as-a-Service (PaaS) is a technology designed to make DevOps easier and allow developers to focus on application development. The PaaS takes care of provisioning, scaling, HA, and other cloud management aspects. Apache Stratos is a PaaS codebase developed in Apache and designed to create a highly productive developer environment while also supporting powerful deployment options. Integration with the Docker platform, CoreOS Linux distribution, and Kubernetes container management system ...
Skeuomorphism usually means retaining existing design cues in something new that doesn’t actually need them. However, the concept of skeuomorphism can be thought of as relating more broadly to applying existing patterns to new technologies that, in fact, cry out for new approaches. In his session at DevOps Summit, Gordon Haff, Senior Cloud Strategy Marketing and Evangelism Manager at Red Hat, will discuss why containers should be paired with new architectural practices such as microservices ra...