{"id":32,"date":"2018-12-10T11:34:18","date_gmt":"2018-12-10T11:34:18","guid":{"rendered":"https:\/\/statanalytica.com\/blog\/?p=32"},"modified":"2024-10-08T07:01:38","modified_gmt":"2024-10-08T11:01:38","slug":"difference-b-w-big-data-and-cloud-computing","status":"publish","type":"post","link":"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/","title":{"rendered":"In Depth Difference b\/w Big Data And Cloud Computing"},"content":{"rendered":"\n<p>Big data and cloud computing both are trending and long term technologies in IT industry. Big data is becoming most popular term in the industry. Because of the growing number of data from different sources the big corporation require the the system known as big data. Big data and cloud computing are not same both are different from each other. Let us start to discuss about the Difference b\/w Big Data And Cloud Computing.<\/p>\n\n\n\n<p>Big data and cloud computing both are trending and long term technologies in IT industry. Big data is becoming most popular term in the industry. Because of the growing number of data from different sources the big corporation require the the system known as big data. Big data and cloud computing are not same both are different from each other. Let us start by looking at the features of big data.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-is-the-difference-bw-big-data-and-cloud-computing\"><\/span>What is the Difference b\/w Big Data And Cloud Computing<span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a04d90c0ff08\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ff5104;color:#ff5104\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ff5104;color:#ff5104\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a04d90c0ff08\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#what-is-the-difference-bw-big-data-and-cloud-computing\" >What is the Difference b\/w Big Data And Cloud Computing<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#big-data\" >Big Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#cloud-computing\" >Cloud Computing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#major-characteristics-of-cloud-computing\" >Major Characteristics of Cloud Computing<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#on-demand-self-service\" >On-Demand Self-Service\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#broad-network-access\" >Broad Network Access\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#resource-pooling\" >Resource Pooling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#rapid-elasticity\" >Rapid Elasticity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#measured-service\" >Measured Service<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#also-read\" >Also Read:-<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#cloud-computing-category\" >Cloud Computing Category<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#saassoftware-as-a-service\" >SaaS(Software As A Service)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#iaas-infrastructure-as-a-service\" >IaaS (Infrastructure as a Service)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#paas-platform-as-a-service\" >(PaaS) Platform as a Service<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#daas-database-as-a-service\" >(Daas) Database as a Service<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#caas-containers-as-a-service\" >(CaaS) Containers as a Service<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/statanalytica.com\/blog\/difference-b-w-big-data-and-cloud-computing\/#lets-sum-up\" >Let\u2019s Sum Up<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"big-data\"><\/span><strong>Big Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Big data is one of the most popular term these days. The name itself says that it contains the massive amount of data. Apart from containing the data it also provide the way to gathering, storing, organising and analysing data collected from various sources.<\/p>\n\n\n\n<p>Big data contains huge amount of data the data can be structured, semi structured and unstructured. It provides the ways to process all these data into valuable information for the organisation to take further decisions. <\/p>\n\n\n\n<p><strong>Big data is the combination of the following features<\/strong>:<\/p>\n\n\n\n<p><strong>Volume:<\/strong> The very nature of big data, which is the volume of data that an organization may need to process, store, and analyze in terabytes of petabytes.<\/p>\n\n\n\n<p><strong>Velocity:<\/strong> The velocity of information that is abrupt and massive, necessitating analysis within, or close to, real-time processing.<\/p>\n\n\n\n<p><strong>Variety:<\/strong> This includes structured data, which includes data in tables, such as in a database; semi-structured data, such as XML; and unstructured data, such as social media forums, images and videos.<\/p>\n\n\n\n<p>Usually big data holds the data ranges in Exabyte, petabytes etc. Keep in mind that the data sources of big data is no single. The data is comes from various sources i.e sales record, R&amp;D department report, competitor report and internet information.<\/p>\n\n\n\n<p>Remember that the data not always be in structure form because it is collected from various sources. Big data analyzes the data at lightning fast speed. Because of the velocity of Big data it is applied in artificial intelligence and machine learning. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"cloud-computing\"><\/span><strong>Cloud Computing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Cloud computing the name itself explaining what is it. It is the technology use for storing and access data and application through the internet. It is not similar to big data because you can\u2019t have your own personal resources for cloud computing. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"major-characteristics-of-cloud-computing\"><\/span><strong>Major Characteristics of Cloud Computing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"on-demand-self-service\"><\/span>On-Demand Self-Service\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>As a result, they can directly acquire the computational resources, which they need without depending on service providers.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"broad-network-access\"><\/span>Broad Network Access\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Cloud services are available through the World Wide Web from any computing device, including laptops, mobile phones, and tablets.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"resource-pooling\"><\/span>Resource Pooling<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Many users simultaneously have access to a portion of the computing resources (e.g., servers, storage) that is allocated and deallocated as needed.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"rapid-elasticity\"><\/span>Rapid Elasticity<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>The amount of resources used in a project can be quickly changed to reflect the different resource demands of the business environment.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"measured-service\"><\/span>Measured Service<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Cloud systems are fully self-managing and self-optimizing resources based on a metering capability at some level of abstraction for the service.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"also-read\"><\/span>Also Read:-<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/statanalytica.com\/blog\/top-5-reasons-to-use-r-language-for-data-science\/\">Top 5 Reasons To Learn R Programming Language For Data Science<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"cloud-computing-category\"><\/span><strong>Cloud Computing Category<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"saassoftware-as-a-service\"><\/span><strong>SaaS(Software As A Service)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Sass is one of the most famous cloud computing lots of companies are using SaaS to provide their service to the customers. In this a software installed on the company\u2019s major server and the users use it through their computer or any other internet based devices. Moz is the best example of SaaS. It is an internet based cloud computing.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"iaas-infrastructure-as-a-service\"><\/span><strong>IaaS (Infrastructure as a Service)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>In this type of cloud computing the companies provide the storage space on their computer to the users. The user get the specific amount of space as per company terms. The user can arrange the file as per their choice. It is same as local storage but the only difference is that this storage space is provided through the internet. Google Drive, Dropbox are the best example of IaaS.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"paas-platform-as-a-service\"><\/span><strong>(PaaS) Platform as a Service<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>PaaS is one of the most popular cloud computing. It provide the platform to the users to develop the softwares through the tools provided by the Paas company. The users can easily manage the software. One of the most popular example of PaaS is Amazon Web Services(AWS).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"daas-database-as-a-service\"><\/span><strong>(Daas) Database as a Service<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>DaaS is one of the growing cloud computing. It provide the database access to the users. The users can access to the data without need to buy the entire database. The best part of DaaS is there is no need to update the data in this database. The DaaS providers will automatically update the data at regular interval. Xignite is one of the most popular financial database providers in the world.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"caas-containers-as-a-service\"><\/span>(<strong>CaaS) Containers as a Service<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>CaaS stands for containers as a Service. It is also getting popular with every passing years. In this type of service cloud providers offer container engines, container orchestration, and underlying computing resources as a service. Google Container Engine, and Azure are the best examples of CaaS.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"lets-sum-up\"><\/span><strong>Let\u2019s Sum Up<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Big data is the process of capturing, managing, and making sense of large amounts of data to support a range of organizations in identifying efficient operational patterns and strategies. It includes methods and processes intended for dealing with the amount, pace and type of information available in the present fast-evolving high-tech environment.<\/p>\n\n\n\n<p>On the other hand, cloud computing offers the environment and solutions required to store, process and analyze this data. This makes big data useful for organizations because cloud computing can provide services with data capable of indefinite storage in actual physical structures.<\/p>\n\n\n\n<p>Understanding the difference b\/w big data and cloud computing is important for fully appreciating the potential of these technologies.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Big data and cloud computing both are trending and long term technologies in IT industry. Big data is becoming most popular term in the industry. Because of the growing number of data from different sources the big corporation require the the system known as big data. Big data and cloud computing are not same both [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2697,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[77],"tags":[],"class_list":["post-32","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/posts\/32","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/comments?post=32"}],"version-history":[{"count":2,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/posts\/32\/revisions"}],"predecessor-version":[{"id":34881,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/posts\/32\/revisions\/34881"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/media\/2697"}],"wp:attachment":[{"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/media?parent=32"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/categories?post=32"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statanalytica.com\/blog\/wp-json\/wp\/v2\/tags?post=32"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}