Imagine if you will, a retail floor so densely packed with sensors that they can pick up the movements of insects scurrying across a store aisle. Or a component of a piece of factory equipment so well-instrumented that its digital twin provides resolution down to the micrometer.| By Tim Hinds | Article Rating: |
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| February 15, 2018 12:00 PM EST | Reads: |
5,742 |
The cloud provides two major advantages to load and performance procedures that help testing teams better model realistic behavior: instant infrastructure and geographic location. Cloud-based load testing also lowers the total cost of ownership, increases flexibility and allows testers to understand the impact of third-party components. So you're sold on using the cloud; here's what you should look for in a cloud-based load testing solution.
One of the most dangerous moves software developers and testers can make is being lulled into a false sense of security. For example, when application features and performance levels meet expectations during pre-production, only to crash and burn when presented to real users in production.
In that same vein, if your organization has any kind of performance testing strategy, chances are you're conducting load testing. However, you may not be truly emulating the real world behavior of your end users in your load tests.
Realism in load tests, when overlooked, can cause a myriad of performance problems in production, and end users won't wait around. If you're not performing accurate and realistic load testing, you risk revenue loss, brand damage and diminished employee productivity. The solution: cloud-based load testing.
Right off the bat, the cloud provides two major advantages to load and performance procedures that help testing teams better model realistic behavior: instant infrastructure and geographic location. Cloud-based load testing also lowers the total cost of ownership, increases flexibility and allows testers to understand the impact of third-party components. So you're sold on using the cloud; here's what you should look for in a cloud-based load testing solution.
Selecting a Cloud-Based Load Testing Tool
Make sure it includes the following must-haves:
1. Integration With Cloud Platforms
Take into account the extent to which the tool integrates with the cloud. If you select a solution that isn't integrated with one or more cloud platforms, you'll need to handle several steps manually-like learning how each platform you'll be using works (including its limitations & constraints) and building, maintaining and accessing the machines you want to use.
Your cloud-based load testing solution should offer integration with the cloud to simplify and accelerate the steps needed to use the cloud infrastructure. Your chosen tool should also enable fast provisioning, simplified security, improved scalability, a unified interface, advanced test launching and advanced results reporting.
2. Ability to Conduct Realistic Tests
While cloud-based load testing is, in many cases, more realistic than testing in the lab, simply moving to the cloud isn't enough to ensure the most realistic tests. To truly add a layer of realism to your cloud-based tests, you must account for bandwidth constraints experienced by real users.
Your cloud-based load testing tool should:
- Virtualize Networks: You'll need to incorporate limited bandwidth, latency and packet loss in order to validate the rate at which virtual users download the application content. Testing under various network conditions is especially important for mobile users because unlike desktop and laptop users, they'll suffer from limited bandwidth, latency and packet loss at a much greater rate.
- Parallelize Requests: Modern browsers have the ability to parallelize HTTP requests as they retrieve static resources. These parallel requests require more connections with the server and can lengthen response times. A cloud-based load testing tool that doesn't parallelize requests is incapable of producing the most realistic performance tests.
3. Unified Lab Testing & Cloud Testing
Cloud-based load testing is advantageous, to say the least. However, it shouldn't take the place of lab testing. Rather, the two should be used in tandem to test from inside/outside of the firewall and to validate application performance for any user regardless of device, location, network and/or bandwidth constraints.
Look for a single solution that will allow your organization to reuse scripts for both lab testing and cloud testing. This type of tool will save you time and effort, while enabling you to pinpoint performance problems that show up in cloud load testing but not in internal tests. Ultimately, a unified solution will lower licensing/training costs and allow test engineers to use their existing skills for both types of load testing.
4. Analysis, Monitoring, Reporting
Creating and running your cloud-based load tests is only one part of the equation. After the tests have run, you'll need to understand how your application behaved under load. Analysis tools are required to ensure the app met predetermined performance requirements.
With your cloud-based load testing tool, you should be able to easily analyze the collected data and create actionable reports that describe the performance of the tested application. Make sure your tool also includes a comprehensive monitoring system-understanding what was happening within the infrastructure of your application during the load test is critical in identifying any root issues.
5. Support for Web Technologies
This one is pretty straightforward. Whether you're using Adobe Flex, Microsoft Silverlight, Real-Time Messaging Protocol (RTMP), AJAX push technologies, WebSockets, etc., you'll need a tool with built-in support for tech you're using. Without this support, effectively testing your application's performance is near impossible.
The cloud provides organizations with the opportunity to improve the scale and realism of load testing, while saving time and lowering overall costs. To meet user expectations in terms of application performance, cloud-based load testing is a must! Just remember, simply moving to the cloud isn't enough-a primary driver of your success will be the tool you use and how well it uses cloud technology. Choose wisely!
Published February 15, 2018 Reads 5,742
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More Stories By Tim Hinds
Tim Hinds is the Product Marketing Manager for NeoLoad at Neotys. He has a background in Agile software development, Scrum, Kanban, Continuous Integration, Continuous Delivery, and Continuous Testing practices.
Previously, Tim was Product Marketing Manager at AccuRev, a company acquired by Micro Focus, where he worked with software configuration management, issue tracking, Agile project management, continuous integration, workflow automation, and distributed version control systems.
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A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, whic...
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We are given a desktop platform with Java 8 or Java 9 installed and seek to find a way to deploy high-performance Java applications that use Java 3D and/or Jogl without having to run an installer. We are subject to the constraint that the applications be signed and deployed so that they can be run in a trusted environment (i.e., outside of the sandbox). Further, we seek to do this in a way that does not depend on bundling a JRE with our applications, as this makes downloads and installations rat...
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Leading companies, from the Global Fortune 500 to the smallest companies, are adopting hybrid cloud as the path to business advantage. Hybrid cloud depends on cloud services and on-premises infrastructure working in unison. Successful implementations require new levels of data mobility, enabled by an automated and seamless flow across on-premises and cloud resources. In his general session at 21st Cloud Expo, Greg Tevis, an IBM Storage Software Technical Strategist and Customer Solution Architec...
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be...
Widespread fragmentation is stalling the growth of the IIoT and making it difficult for partners to work together. The number of software platforms, apps, hardware and connectivity standards is creating paralysis among businesses that are afraid of being locked into a solution.
EdgeX Foundry is unifying the community around a common IoT edge framework and an ecosystem of interoperable components.
DX World EXPO, LLC, a Lighthouse Point, Florida-based startup trade show producer and the creator of "DXWorldEXPO® - Digital Transformation Conference & Expo" has announced its executive management team. The team is headed by Levent Selamoglu, who has been named CEO. "Now is the time for a truly global DX event, to bring together the leading minds from the technology world in a conversation about Digital Transformation," he said in making the announcement.
In this strange new world where more and more power is drawn from business technology, companies are effectively straddling two paths on the road to innovation and transformation into digital enterprises. The first path is the heritage trail – with “legacy” technology forming the background. Here, extant technologies are transformed by core IT teams to provide more API-driven approaches. Legacy systems can restrict companies that are transitioning into digital enterprises. To truly become a lead...
Digital Transformation (DX) is not a "one-size-fits all" strategy. Each organization needs to develop its own unique, long-term DX plan. It must do so by realizing that we now live in a data-driven age, and that technologies such as Cloud Computing, Big Data, the IoT, Cognitive Computing, and Blockchain are only tools. In her general session at 21st Cloud Expo, Rebecca Wanta explained how the strategy must focus on DX and include a commitment from top management to create great IT jobs, monitor ...
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The IoT Will Grow: In what might be the most obvious prediction of the decade, the IoT will continue to expand next year, with more and more devices coming online every single day. What isn’t so obvious about this prediction: where that growth will occur. The retail, healthcare, and industrial/supply chain industries will likely see the greatest growth. Forrester Research has predicted the IoT will become “the backbone” of customer value as it continues to grow. It is no surprise that retail is ...
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SYS-CON Events announced today that Conference Guru has been named “Media Sponsor” of the 22nd International Cloud Expo, which will take place on June 5-7, 2018, at the Javits Center in New York, NY.
A valuable conference experience generates new contacts, sales leads, potential strategic partners and potential investors; helps gather competitive intelligence and even provides inspiration for new products and services. Conference Guru works with conference organizers to pass great deals to gre...
The Internet of Things will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform. In his session at @ThingsExpo, Craig Sproule, CEO of Metavine, demonstrated how to move beyond today's coding paradigm and shared the must-have mindsets for removing complexity from the develop...
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"Evatronix provides design services to companies that need to integrate the IoT technology in their products but they don't necessarily have the expertise, knowledge and design team to do so," explained Adam Morawiec, VP of Business Development at Evatronix, in this SYS-CON.tv interview at @ThingsExpo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ...
Large industrial manufacturing organizations are adopting the agile principles of cloud software companies.
The industrial manufacturing development process has not scaled over time. Now that design CAD teams are geographically distributed, centralizing their work is key. With large multi-gigabyte projects, outdated tools have stifled industrial team agility, time-to-market milestones, and impacted P&L; stakeholders.
There is a fundamental flaw in how many people think about digital transformation. First, as we’ve written about extensively at Intellyx, people tend to think about it as a finite corporate project, rather than as a process of continual transformation. There is a deeper flaw in thinking, however, that leads to this type of project mentality. Enterprise leaders commonly think of transformation as something done at a corporate level — something the organization does to itself. But that mindset creates a separation between the act of transformation at an organizational level and the transformatio...
From manual human effort the world is slowly paving its way to a new space where most process are getting replaced with tools and systems to improve efficiency and bring down operational costs. Automation is the next big thing and low code platforms are fueling it in a significant way.
The Automation era is here. We are in the fast pace of replacing manual human efforts with machines and processes. In the world of Information Technology too, we are linking disparate systems, softwares and tools to make things self sustaining. This is called Automation.It has been helping companies overcome t...
There is a story emerging about the role the Internet of Things (IoT) has played in disaster preparedness. Indeed this technology has matured to the point that it is making a real and measurable impact in helping communities prepare for, respond to, and recover from disaster.
AI technology is ever evolving and some believe it could be the next digital frontier. Today, the artificial intelligence revolution seems to be transforming every business in just about every industry from auto to banking to retail and beyond. The gaming industry is no exception.
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, discussed the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They also reviewed two "free infrastructure" programs available to startups and innovators.
There is a war a-brewin’, but this war will be fought with wits and not brute strength. Ever since Russian President Vladimir Putin’s declaration that “the nation that leads in AI (Artificial Intelligence) will be the ruler of the world,” the press and analysts have created hysteria regarding the ramifications of artificial intelligence on everything from public education to unemployment to healthcare to Skynet.
Note: artificial intelligence (AI) endows applications with the ability to automatically learn and adapt from experience via interacting with the surroundings / environment. See the b...
A strong declaration from a historically antagonist foe should put chills in the hearts of Americans preparing themselves for the world ahead: Russian President Vladimir Putin says the nation that leads in AI will be the ruler of the world [1]” … The ruler of the world!
From the article (with some modification to avoid political landmines), we get the following:
“The development of artificial intelligence has increasingly become a national security concern in recent years. It is China and the US (not Russia), which are seen as the two frontrunners, with China recently announcing its ambi...
Our cities have been connected since the dawn of urbanization in the Indus Valley and on the plains of Mesopotamia nearly ten millennia ago. Cities exist to gather and connect people, bringing us together into communities and joint ventures that need complex networks of communication. But in recent years the connected city has come to mean something more. Today and in the future, the connected city will not just be about people connecting with people, but people with machines, people with people via machines, and perhaps most importantly, machines with machines.
Augmented reality (AR) and virtual reality (VR) have been the subject of much discourse in the last several years. They were widely anticipated in the gaming and entertainment industries, but in marketing and corporate settings, the benefits were murky at best. Today, these technologies are becoming more of a reality in all areas of business.
For example, the new IKEA® shopping app leverages augmented reality to help shoppers determine how certain popular items will look in their homes – no trip to a crowded megastore necessary. Marriott® deployed virtual reality for customers to see its hot...
What's disruptive innovation, and why does it matter to leaders in the C-suite? It's how the savvy non-conformist will target market opportunities. How does this happen, when established companies seem to have the advantage? Creative software developers can quickly apply new technologies and digital business models to capture untapped demand.
So data warehousing may not be cool anymore, you say? It’s yesterday’s technology (or 1990’s technology if you’re as old as me) that served yesterday’s business needs. And while it’s true that recent big data and data science technologies, architectures and methodologies seems to have rendered data warehousing to the back burner, it is entirely false that there is not a critical role for the data warehouse and Business Intelligence in digitally transformed organizations.
This is the time of year when everyone makes his or her predictions for 2018. I have my predictions as well, but wanted to do something a bit more fun. So I thought I’d look backwards to the state of technology 50 years ago to gain some insights that we can use to make projections about 2018. That is, what “predictions” made in the 1950’s might tell us about 2018.
However, it’s really hard to find predictions about the future made in the 1950’s. There was no Internet or Social Media or Reality TV, so I found the next best proxy…sci-fi movies! I decided to review the most popular sci-fi mo...

























