{"id":9522,"date":"2022-01-13T08:58:53","date_gmt":"2022-01-13T08:58:53","guid":{"rendered":"https:\/\/intexsoft.com\/?post_type=blog&#038;p=9522"},"modified":"2022-07-19T12:19:19","modified_gmt":"2022-07-19T12:19:19","slug":"software-scalability-how-to-keep-up-with-business-growth","status":"publish","type":"blog","link":"https:\/\/intexsoft.com\/blog\/software-scalability-how-to-keep-up-with-business-growth\/","title":{"rendered":"Software Scalability: How to Keep Up With Business Growth"},"content":{"rendered":"<section  class=\"hero hero-blog \">\n\t<div class=\"content\">\n\t\t\t\t\t<div class=\"hero__overlay\"><\/div>\n\t\t\t\t<div class=\"hero__container\">\n\t\t\t<a href=\"https:\/\/intexsoft.com\/blog\/\">\n\t\t\t\t<div class=\"hero-blog-btn\">\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/a>\n\t\t\t<div class=\"hero-blog-date-author\"> January 13, 2022 \u2022 by \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAlexandra &amp;\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAndrew\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<h1 class=\"hero__title \">Software Scalability: How to Keep Up With Business Growth<\/h1>\n\t\t\t\t\t\t\t\t\t\t<div class=\"hero-blog-categories\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"hero-blog-category\" data-id=\"23\" data-parent=\"0\">\n\t\t\t\t\t\t\tBusiness\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"hero-blog-category\" data-id=\"24\" data-parent=\"23\">\n\t\t\t\t\t\t\tBusiness Process Automation\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"hero-blog-image\">\n\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t<source type=\"image\/webp\" srcset=\"https:\/\/intexsoft.com\/app\/uploads\/uploads-webp\/2022\/01\/360\u0445510-Software-Scalability.jpg.webp\" media=\"(max-width: 480px)\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source type=\"image\/webp\" srcset=\"https:\/\/intexsoft.com\/app\/uploads\/uploads-webp\/2022\/01\/768\u0445773-Software-Scalability.jpg.webp\" media=\"(max-width: 992px)\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source type=\"image\/webp\" srcset=\"https:\/\/intexsoft.com\/app\/uploads\/uploads-webp\/2022\/01\/1920x437-Software-Scalability.jpg.webp\">\n\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/360\u0445510-Software-Scalability.jpg\" media=\"(max-width: 480px)\">\n\t\t\t\t\t<source srcset=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/768\u0445773-Software-Scalability.jpg\" media=\"(max-width: 992px)\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/1920x437-Software-Scalability.jpg\" loading=\"lazy\" alt=\"image\">\n\t\t\t\t<\/picture>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\t\t\t\t\t\t\t\n\t\t\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><section id=\"\"\n\t\t\t\t\t class=\"custom-wysiwyg-editor wysiwyg-portfolio \">\n\t\t<div class=\"content\">\n\n\n\n\t\t\t\t\t\t\t\n\t\t\t\t<div class=\"custom-wysiwyg-editor__anchors\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<p><span style=\"color: #333333;\">Every forward-thinking tech company has to plan for future growth across all aspects of its software development processes. Whether you are building software infrastructure for an internal enterprise system or customer-facing product, your company needs to choose algorithms, network protocols, and applications that can accommodate new changes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">But before finalizing your decision regarding any ongoing or future application building initiative, you need to determine the scalability model that will withstand database expansion or increased user activity.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">In this article, we define scalability from a software standpoint. We also explore how software scalability affects<\/span> <a href=\"https:\/\/intexsoft.com\/blog\/how-application-modernization-can-boost-your-business\/\">application modernization<\/a> <span style=\"color: #333333;\">as well as how your business can benefit from it.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">What is scalability in the context of software?<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">In software development, scalability is a system\u2019s capacity to adapt to precedented as well as unprecedented increases in workload. For example, the scalability of a database determines how it can adapt to new users joining the system or how it handles integrations.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Scalability in software development covers performance, maintenance, availability, and expenditure. In essence, every company can define its parameters for scalability based on specific targets. For this article, we\u2019ll focus on performance, since it is an all-encompassing parameter that affects productivity, and subsequently, conversion.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">Software scalability analysis<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Software scalability analysis (scalability testing) is the process of testing the performance of a system or software application. This procedure determines how the system or application responds to structural changes that increase the workload.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Similar to performance, software scalability is quantifiable. You just need to establish the relevant performance criteria or system attributes to track.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Here are the scalability testing attributes to consider:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Response time<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #333333;\">Response time refers to the time that elapses between a user\u2019s request and the application\u2019s response \u2014 the lower the response time, the better the application\u2019s performance. On average, users can tolerate a<\/span> <a href=\"https:\/\/www.dnsstuff.com\/response-time-monitoring#what-is-server-and-application-response-time\">5-second response time<\/a><span style=\"color: #333333;\">. Anything above that harms your app\u2019s performance and hampers the user experience.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Resource usage (network and memory)<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #333333;\">This attribute measures the capacity of memory and network bandwidth in use when the application is in full operation.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Throughput<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #333333;\">Throughput is a measurement unit that tracks the number of requests processed within a specific time interval. For instance, web applications measure throughput by the number of queries received or processed in the specified time frame.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>Cost<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #333333;\">This attribute determines the price of every transaction carried out by the application.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000;\"><strong>Note:<\/strong> <\/span><span style=\"color: #333333;\">Tools like Microsoft\u2019s<\/span> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-monitor\/app\/app-insights-overview\">Azure Application Insights<\/a> <span style=\"color: #333333;\">and Amazon\u2019s<\/span> <a href=\"https:\/\/aws.amazon.com\/cloudwatch\/\">CloudWatch<\/a> <span style=\"color: #333333;\">can help you test scalability of your system based on the attributes mentioned above.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Now that you know what software scalability analysis entails, let\u2019s focus on how it can help startups and SMBs improve their software development processes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol>\n<li><span style=\"color: #333333;\">Scalability testing helps you determine how to scale software systems as workload increases.<\/span><\/li>\n<li><span style=\"color: #333333;\">Scalability analysis helps you choose a suitable scalability model for your software application.<\/span><\/li>\n<li><span style=\"color: #333333;\">Scalability analysis also helps you reduce the cost of scaling up (or scaling down) your application.<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">How to know when it\u2019s time to scale<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">In 2008, British Airlines canceled over 34 flights due to a software glitch. According to reports from Heathrow\u2019s Terminal 5,<\/span> <a href=\"http:\/\/news.bbc.co.uk\/2\/hi\/uk_news\/7314816.stm\">a new baggage handling system<\/a> <span style=\"color: #333333;\">had failed, leaving passengers stranded at baggage claim. Apparently, the newly-released software couldn\u2019t handle the real-life workload, despite extensive preliminary testing and simulations.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Similar disruptions occurred in the same airport and to<\/span> <a href=\"https:\/\/www.computerworld.com\/article\/3412197\/top-software-failures-in-recent-history.html#slide1\">the same airline in 2019 and 2020<\/a><span style=\"color: #333333;\">, respectively, all caused by software scalability issues. Talk about not learning from mistakes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">But this incident is not limited to air travel; mishaps like these are common in every industry.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Fashion magazine Elle reported that<\/span> <a href=\"https:\/\/www.elle.com\/uk\/life-and-culture\/culture\/a20872923\/meghan-markle-goat-dress-website-crashed\/\">Goat\u2019s fashion website crashed<\/a> <span style=\"color: #333333;\">after Meghan Markle appeared in one of their dresses. Goat\u2019s servers were unable to handle the instantaneous influx of new shoppers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Although these companies addressed these issues retroactively, the cost to their respective businesses was massive.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">However, your business can implement scalable software development practices to protect you from these unprecedented interruptions by spotting potential \u201cred flags\u201d beforehand.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Here are signs that it\u2019s time to scale:<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>The system prevents you from introducing new technologies<\/strong><\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Due to compatibility issues, businesses that rely on legacy systems often struggle to integrate new technologies and automation. As a result, upgrading the software becomes a tedious \u2014 if not impossible \u2014 task to accomplish.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">If you are struggling to integrate automation into the software program, <a href=\"https:\/\/intexsoft.com\/application-modernization-services\/\">sytem modernization services<\/a> is often the best option.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>The current tech leads to constant interruptions resulting from downtimes<\/strong><\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">If your system is pumping out error messages \u2014 and frequent repairs are now part of the daily routine \u2014 scaling should top your company\u2019s to-do list.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">What are the reasons for these frequent error reports?<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">For starters, security issues and internal vulnerabilities like buggy code and conflicting codebases might be disrupting the system. Not only that, any technical failure in monolithic systems affects the entire application \u2014 if one module fails, the whole system must be fixed to get things running at a regular pace.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>The system in place costs your company money<\/strong><\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Although massive corporations can handle massive spending to address scalability problems, startups and SMBs need to explore ways to limit expenditure while maintaining optimum product performance.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">If you are spending a fortune just to fix a recurring issue \u2014 let\u2019s say you are always paying for server updates \u2014 then it is time to find a scalability model for your system.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">And that brings us back to application modernization. Most of the time, modernizing your legacy systems can help you avoid these red flags and<\/span> <a href=\"https:\/\/intexsoft.com\/blog\/why-your-legacy-system-is-full-of-hidden-maintenance-costs\/\">save maintenance costs<\/a>. <span style=\"color: #333333;\">And with detail-oriented<\/span> <a href=\"https:\/\/intexsoft.com\/blog\/code-review-the-beginning-of-your-app-modernization-journey\/\">code review practices<\/a> \u2014 <span style=\"color: #333333;\">covering UI, architecture, and testing \u2014 you can spot avenues to modernize and scale your system.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">Types of scalability<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Software scalability can take different forms depending on the affected part of the system. Here are the two most common software scalability models.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #000000;\">Horizontal scaling<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Horizontal scaling (scaling out) involves adding nodes to (or removing nodes from) a system. A node, in this scenario, could be a new computer or server. Essentially, adding more servers to an existing application means that you are scaling it out.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Massive social networks rely on horizontal scalability to increase the capacity to scale workloads and share processing power. Horizontal scaling also lets you keep your existing computing resources online while adding more nodes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">However, adding multiple nodes increases the initial costs, since the system becomes more complex to maintain and operate.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n\n\t\t<\/div>\n\t<\/section>\n\n\n\n<section id=\"\" class=\"banner-mini schema-gray \">\n\t\t<div class=\"banner-mini-content\">\n\t\t\t<div class=\"banner-mini-info\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"banner-mini-title fg-title\">Improve Scalability <\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"banner-mini-subtitle fg-subtext\">with our full-scale legacy system modernization &#038; migration services<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/intexsoft.com\/application-modernization-services\/\"  target=\"_blank\"   class=\"banner-mini-link btn btn_color_primary banner__button\">See more<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<picture class=\"banner-mini-image-picture\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"banner-mini-image\" loading=\"lazy\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/06\/650x400-.png\"\n\t\t\t\t\t\t alt=\"image\">\n\t\t\t<\/picture>\n\t\t<\/div>\n\t<\/section>\n\n\n<section id=\"\"\n\t\t\t\t\t class=\"custom-wysiwyg-editor wysiwyg-portfolio \">\n\t\t<div class=\"content\">\n\n\n\n\t\t\t\t\t\t\t\n\t\t\t\t<div class=\"custom-wysiwyg-editor__anchors\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<p><span style=\"color: #ffffff;\">&#8230;<\/span><\/p>\n<p><span style=\"color: #ffffff;\">&#8230;<\/span><\/p>\n<h3><span style=\"color: #000000;\">Vertical scaling<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Vertical scaling (scaling up) involves adding resources to a single node instead of the entire system. When you scale up your application, you increase its capacity and throughput.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Not only that, vertical scaling gives you massive computing power and allows data to live on a single node, albeit within the limits of your server.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">One major drawback to the vertical scalability model is that it follows<\/span> <a href=\"https:\/\/www.sciencedirect.com\/topics\/computer-science\/amdahls-law\">Amdahl&#8217;s law<\/a><span style=\"color: #333333;\">, which states that \u201cthe overall performance improvement gained by optimizing a single part of a system is limited by the fraction of time that the improved part is actually used.\u201d<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">In essence, vertical scalability gives you more computing power which diminishes over time due to limited usage.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Another major drawback is that vertical scaling exposes your system to a single point of failure, which places your data at risk when failures occur.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><\/h3>\n<h3><\/h3>\n<h3><span style=\"color: #000000;\">Should you scale vertically or horizontally?<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Despite the drawbacks of vertical scalability stated above, startups and SMBs can still benefit from both approaches.<\/span><\/p>\n<p>&nbsp;<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-9529\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-300x176.jpg\" alt=\"\" width=\"411\" height=\"241\" srcset=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-300x176.jpg 300w, https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-1024x601.jpg 1024w, https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-768x451.jpg 768w, https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-1536x901.jpg 1536w, https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/scaling_\u041c\u043e\u043d\u0442\u0430\u0436\u043d\u0430\u044f-\u043e\u0431\u043b\u0430\u0441\u0442\u044c-1-2048x1202.jpg 2048w\" sizes=\"(max-width: 411px) 100vw, 411px\" \/>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000;\"><strong>Advantages of horizontal scaling:<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #333333;\">Your application remains online at all times.<\/span><\/li>\n<li><span style=\"color: #333333;\">You pay as you use.<\/span><\/li>\n<li><span style=\"color: #333333;\">You can easily customize the system to your specific needs.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000;\"><strong>Advantages of vertical scaling:<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"color: #333333;\">You can handle increased workloads when converting your monolithic frameworks to microservices.<\/span><\/li>\n<li><span style=\"color: #333333;\">Vertical scaling costs less since you only upgrade the existing server.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000;\">You can also combine the best of both scalability models through<\/span> <a href=\"https:\/\/aws.amazon.com\/autoscaling\/\">autoscaling<\/a> <span style=\"color: #333333;\">\u2014 a scalability model that monitors changes in your application and automatically adjusts capacity to maintain performance at optimal levels.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">In cloud computing, world-renowned vendors like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform offer features like<\/span> <a href=\"https:\/\/www-stage.avinetworks.com\/glossary\/elastic-load-balancer\/\">Elastic Load Balancing<\/a> <span style=\"color: #333333;\">(ELB) to help you autoscale your software.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">Best practices to improve software scalability<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">There is no universal formula to scaling applications, but we\u2019ve gathered some of the best practices to implement in ongoing and future projects. You can even use them retroactively when modernizing legacy applications.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #000000;\">Outline scalability metrics<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Before analyzing your application\u2019s scalability potential, outline the fundamental values to measure. Attributes like throughput, resource usage, and response time should top the list of scalability metrics for every software.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #000000;\">Use cloud storage<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Data from the <a href=\"https:\/\/hostingtribunal.com\/blog\/cloud-adoption-statistics\/\">Hosting Tribunal<\/a> shows that the public cloud service market will reach 620 billion USD by 2023, with 66% of enterprises already running a central cloud team. Besides, cloud-based storage offers more flexibility than local storage. With that in mind, moving from locally-hosted servers to those that are cloud-based will make your system easier to scale.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #000000;\">Adopt caching techniques<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">A cache stores pre-computed results that the application can access without having to process those requests again. As a result, caches allow your application to retrieve data from the database, which reduces the overall response time.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #000000;\">Use microservices<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Some companies use monolithic application architectures for services like business logic, UI, and data access layers. However, this architecture limits the application\u2019s scalability to only one direction \u2014 up. But with a microservices architecture \u2014 used by <a href=\"https:\/\/dzone.com\/articles\/new-research-shows-63-percent-of-enterprises-are-a\">63% of startups and SMBs<\/a> \u2014 you can host these services independently. This approach to scaling software applications ensures flexibility and reduces maintenance costs.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\">Key Takeaways<\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">Software scalability determines how your application can adjust to an increase in workload while maintaining the same level of performance. These days, you can analyze your application\u2019s scalability by defining attributes to measure. You can also scale your software program horizontally or vertically. Alternatively, you can adopt an autoscaling model to handle scaling operations manually.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #333333;\">At IntexSoft, we can help you identify the best software scaling model for your application. We also perform full-scale legacy system modernization services, including complete or partial cloud migration.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/section>\n\n\n\n<div class=\"post__share-links\">\n\t\t<div class=\"post__share-container\">\n\t\t\t\t\t\t\t<a class=\"post__share-link\" href=\"https:\/\/www.facebook.com\/sharer.php?u=http:\/\/intexsoft.com\/wp-json\/wp\/v2\/blog\/9522&amp;t=Software Scalability: How to Keep Up With Business Growth\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"post__share-link-img facebook-white\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"post__share-link\" href=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=http:\/\/intexsoft.com\/wp-json\/wp\/v2\/blog\/9522\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"post__share-link-img linkedin-white\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\n<section id=\"\" class=\"authors \">\n\t\t<div class=\"content\">\n\t\t\t<div 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<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\n\n\n\n\n\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/intexsoft.com\/blog\/enterprise-software-vs-saas-what-is-better-for-business\/\" class=\"our-blog__block-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-image\">\n\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/08\/640x400-Enterprise-Software-vs-SaaS_-What-is-Better-for-Business-min.jpg\" loading=\"lazy\" alt=\"image\" width=\"446\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t height=\"278\">\n\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content-date\">November 5, 2020<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"our-blog__block-item-content-title\">Enterprise Software vs SaaS: What is Better for Business<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content-subtitle\"> <p>Each step in business requires a thorough analysis and understanding of outcomes and benefits. When it comes to deciding on the type of software to use for your business processes, there are two options \u2013 SaaS or Software as a Service and custom enterprise software.<\/p> <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\n\n\n\n\n\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/intexsoft.com\/blog\/container-orchestration-what-is-kubernetes\/\" class=\"our-blog__block-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-image\">\n\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/07\/640x400-Container-Orchestration_-What-Is-Kubernetes-min.jpg\" loading=\"lazy\" alt=\"image\" width=\"446\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t height=\"278\">\n\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content-date\">December 22, 2020<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"our-blog__block-item-content-title\">Container Orchestration: What Is Kubernetes<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"our-blog__block-item-content-subtitle\"> <p>With the boom of horizontal scalability and microservice architecture, the world observed the \u201ccontainer deployment era\u201d. Containers have been in use for more than ten years. Today at least a quarter of leading IT companies use container solutions in a big production, and this number is likely to grow further.<\/p> <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\n\n\n\n\n\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t<\/section>\n","protected":false},"author":1,"template":"","blog_category":[23,24],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.9 (Yoast SEO v22.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Software Scalability: How to Keep Up With Business Growth - IntexSoft<\/title>\n<meta name=\"description\" content=\"In this article, we define software scalability, explore how it affects app modernization, and how your business can benefit from it.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/intexsoft.com\/blog\/software-scalability-how-to-keep-up-with-business-growth\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Software Scalability: How to Keep Up With Business Growth\" \/>\n<meta property=\"og:description\" content=\"In this article, we define software scalability, explore how it affects app modernization, and how your business can benefit from it.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/intexsoft.com\/blog\/software-scalability-how-to-keep-up-with-business-growth\/\" \/>\n<meta property=\"og:site_name\" content=\"IntexSoft\" \/>\n<meta property=\"article:modified_time\" content=\"2022-07-19T12:19:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/intexsoft.com\/app\/uploads\/2022\/01\/640x400-Software-Scalability-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Software Scalability: How to Keep Up With Business Growth - 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