{"id":223,"date":"2021-05-15T13:11:35","date_gmt":"2021-05-15T13:11:35","guid":{"rendered":"http:\/\/stick.lndo.site\/?post_type=portfolio&#038;p=223"},"modified":"2022-07-29T09:31:57","modified_gmt":"2022-07-29T09:31:57","slug":"highly-loaded-data-system","status":"publish","type":"portfolio","link":"https:\/\/intexsoft.com\/portfolio\/highly-loaded-data-system\/","title":{"rendered":"Highly Loaded Data System"},"content":{"rendered":"<section id=\"\" class=\"hero__portfolio\"   \">\n\t<div class=\"content\">\n\t\t<div class=\"hero__container\">\n\t\t\t\t\t\t\t<h1 class=\"hero__title \">Highly Loaded Data System<\/h1>\n\t\t\t\t\t\t\t\t<div class=\"hero__subtitle h1-sub\">\n\t\t\t\tThe system functions as data storage and a billing system for all clients\u2019 spendings and actions.\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"hero__link\">\n\t\t\t\t\t<a href=\"https:\/\/intexsoft.com\/contact-us\/\"> Estimate your project<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"portfolio-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\/2021\/05\/Tablet-CUSTOM-HIGHLY-LOADED-DATA-STORAGE.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\/2021\/05\/Tablet-CUSTOM-HIGHLY-LOADED-DATA-STORAGE.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\/2021\/05\/DataStorage.jpg.webp\">\n\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/05\/Tablet-CUSTOM-HIGHLY-LOADED-DATA-STORAGE.jpg\" media=\"(max-width: 480px)\">\n\t\t\t\t\t<source srcset=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/05\/Tablet-CUSTOM-HIGHLY-LOADED-DATA-STORAGE.jpg\" media=\"(max-width: 992px)\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/05\/DataStorage.jpg\" loading=\"lazy\"  alt=\"image\">\n\t\t\t\t<\/picture>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\t\t\n\t\t\n\n<section  class=\"challenge\" >\n\t\t<div class=\"content challenge__content challenge__content_pb_disabled \">\n\t\t\t<div class=\"group-content\">\n\t\t\t\t<div class=\" group-content__text\">\n\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"text-block__title \">Challenge<\/h2>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-block__subtitle h2-sub\"><p><span >The telecom company had an <\/span>outdated billing system<span> that could no longer cope with some critical tasks and meet modern requirements. So, they decided to design a <\/span>new system from scratch<span >. One of the main goals of the system is to store data on all the consumptions and actions of clients. Since the product is also a billing system, it also serves to process and calculate data.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span >This is a <\/span><b>Big Data project<\/b><span>.<\/span> <span >A key feature of the system is the storage and processing of large data arrays. The scale of the system can be compared with Spotify, Yandex.Music, and so on. The system processes billions of files per day, and receives approximately 600 thousand records per second. <\/span><\/p>\n <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"technologies-content\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"technologies\">\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<h4 class=\"technologies__title\">Technologies<\/h4>\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<ul class=\"icon-block technologies__icon-block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/CSS3_and_HTML5_logos_and_wordmarks-1.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/React-Native.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/java-icon-1.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Spring_Framework_Logo_2018-1.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Oracle_.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Cassandra.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Apache.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"icon\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"background-image: url('https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Docker.svg')\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\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\t\t\t<div class=\"team-composition\">\n\t\t\t\t\t\t\t\t\t<h4 class=\"team-composition__title\">Team Composition<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"team-list team-composition__list\">\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\t\t\t\t\t\t\t\t<li class=\"team-item team-list__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"team-item__marker\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"team-item__text text-sm\">Team Leader<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"team-item team-list__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"team-item__marker\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"team-item__text text-sm\">4 Developers<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"team-item team-list__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"team-item__marker\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"team-item__text text-sm\">4 QA Specialists<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\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\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\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\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"statistics\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"item-statistics statistics__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"item-statistics__title\">600K<\/h2>\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<p class=\"item-statistics__subtitle text-lg\">records per second<\/p>\n\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t<div class=\"item-statistics statistics__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"item-statistics__title\">20<\/h2>\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<p class=\"item-statistics__subtitle text-lg\">microservices<\/p>\n\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t<div class=\"item-statistics statistics__item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"item-statistics__title\">4<\/h2>\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<p class=\"item-statistics__subtitle text-lg\">years project duration<\/p>\n\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t<\/section>\n\n\n<section id=\"\" class=\"text-content-of-portfolio \">\n\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block content\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block__headline\"> Solution<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block__text\"> <p><span style=\"font-weight: 400;\">In the conditions of such data volumes, the distributed <\/span><b>Cassandra database<\/b><span style=\"font-weight: 400;\"> was used as storage. Several data centers located in different regions were used to ensure data integrity and load balancing.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">As for billing, the system is not able to issue invoices itself, but it processes the data that is used for this purpose. For processing and calculating the distributed data, the development team used <\/span><b>Apache Spark<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">The system functions as data storage and a billing system for all clients\u2019 spendings and actions.. In addition to the fact that all data is stored in a distributed manner, it is processed and stored using microservices. Currently, there are about <\/span><b>20 microservices<\/b><span style=\"font-weight: 400;\"> within the system.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">To ensure system security, the <\/span><b>SFTP protocol<\/b><span style=\"font-weight: 400;\">, <\/span><b>Single Sign-on (SSO) <\/b><span style=\"font-weight: 400;\">technology, and <\/span><b>data encryption<\/b><span style=\"font-weight: 400;\"> are used.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>To ensure system security, the <strong>SFTP protocol, Single Sign-on (SSO)<\/strong> technology, and <strong>data encryption<\/strong> are used.<\/p>\n <\/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<\/div>\n\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block content\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block__headline\"> Methodology &amp; Transparency<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-content-of-portfolio-block__text\"> <p>At the initial stage, the project was developed according to the <strong>Scrum methodology<\/strong> with two-week sprints. At the end of each sprint, the whole dev team including business analysts discussed the demo versions. Once a month the development team presented demo versions directly to the client.<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">During the project, the team was growing. For convenience, a special Slack chat was created for daily meetings. Also, once a week the dev team arranged a general Zoom meeting in order to discuss both the current situation of the project and news in the IT-sphere.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">At the stage of active project implementation, the development team switched to the <\/span><b>Kanban<\/b><span style=\"font-weight: 400;\"> methodology to optimize work processes.<\/span><\/p>\n <\/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<\/div>\n\t\t\t\t\t<\/section>\n\t\n\n\n\n\n<section id=\"\" class=\"features \">\n\t<div class=\"content\">\n\t\t<div class=\"features__container\">\n\t\t\t\t\t\t\t<h2 class=\"features__title\"\n\t\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\tFeatures\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"features__list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"features__item\">\n\t\t\t\t\t\t\t\t<div class=\"features__text-container\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"features__item-title\"> Information management<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"features__item-subtitle\"> Data collection, processing and aggregation, data reports<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/li>\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<li class=\"features__item\">\n\t\t\t\t\t\t\t\t<div class=\"features__text-container\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"features__item-title\"> Calculations<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"features__item-subtitle\"> Accounting of payments and expenses, recalculation of expenses for issuing a new invoice based on the data updated<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"\" class=\"contracts-2 \">\n\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div class=\"contracts-2__subsection\">\n\t\t\t\t<div class=\"content\">\n\t\t\t\t\t<div class=\"contracts-2-bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"contracts-2__content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"contracts-2__content-title\">Feedback from the client<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-lg\"> <p><em>\u201cWe needed specialists with solid teamwork skills and enterprise-level app development expertise. Choosing from an enormous number of positive aspects, we\u2019ve been especially impressed by IntexSoft specialists\u2019 professionalism, responsibility, and flexibility. When circumstances called for deadlines to be shifted, IntexSoft\u2019s specialists adjusted and continued to work overtime.The main result is that we\u2019ve agreed to embark on a long-term cooperation with IntexSoft. They always make valuable contributions to our projects.\u201d<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Procurement Manager form the Client&#8217;s side<\/strong><\/p>\n<\/div>\n\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\t\t\t<div class=\"contracts-2__image\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/intexsoft.com\/app\/uploads\/2021\/06\/Clients_feedback.png\"\n\t\t\t\t\t\t\t\t\t\t loading=\"lazy\"\n\t\t\t\t\t\t\t\t\t\t alt=\"\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/section>\n\n\n<section  class=\"info-block \">\n\t\t<div class=\"info-block__wrapper\">\n\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"info-block__title\" >Need a similar app? We can help!<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/intexsoft.com\/contact-us\/\" class=\"btn btn_color_secondary\"\n\t\t\t\t\t\t \t\t\t\t\t\t  data-smooth=\"1\"\t\t\t\t\t>\n\t\t\t\t\t\tDrop us a line\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t<\/section>\n\n\n\n<section id=\"\" class=\"related-cases \">\n\t\t<div class=\"content\">\n\t\t\t\t\t\t\t<h5 class=\"related-cases__title\">Related cases<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"related-cases__subtitle text-sm\">150+ companies already used our sofware development services to their advantage. Don&#039;t take our word on it &#8211; see it yourself!<\/div>\n\t\t\t\t\t\t<div class=\"related-cases__group-content\">\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\n","protected":false},"author":1,"template":"","project_type":[32,29,8,37,45,26,31,36,11],"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>Highly Loaded Data System - IntexSoft<\/title>\n<meta name=\"description\" content=\"The system developed for a telecom company: functions as data storage and a billing system for all clients\u2019 spendings and actions.\" \/>\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\/portfolio\/highly-loaded-data-system\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Highly Loaded Data System\" \/>\n<meta property=\"og:description\" content=\"The system developed for a telecom company: functions as data storage and a billing system for all clients\u2019 spendings and actions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/intexsoft.com\/portfolio\/highly-loaded-data-system\/\" \/>\n<meta property=\"og:site_name\" content=\"IntexSoft\" \/>\n<meta property=\"article:modified_time\" content=\"2022-07-29T09:31:57+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Highly Loaded Data System - 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