{"id":105441,"date":"2025-03-12T11:33:01","date_gmt":"2025-03-12T03:33:01","guid":{"rendered":"https:\/\/version-2.com\/?p=105441"},"modified":"2025-03-24T12:42:38","modified_gmt":"2025-03-24T04:42:38","slug":"developing-your-big-data-management-strategy","status":"publish","type":"post","link":"https:\/\/version-2.com\/en\/2025\/03\/developing-your-big-data-management-strategy\/","title":{"rendered":"Developing Your Big Data Management Strategy"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"105441\" class=\"elementor elementor-105441\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-71ae5294 post-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"71ae5294\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;_id&quot;:&quot;c4a899f&quot;,&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e9119cd\" data-id=\"1e9119cd\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f04f8cb elementor-widget elementor-widget-text-editor\" data-id=\"4f04f8cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full\" src=\"https:\/\/www.openlogic.com\/sites\/default\/files\/image\/2024-12\/opl-blog-%28re%29assessing-your-big-data-strategy-600x400.jpg.jpeg\" width=\"600\" height=\"400\" \/><\/p><div class=\"toc-filter\"><p><span lang=\"EN-GB\">It\u2019s no secret that data collection has become an integral part of our everyday lives; we leave a trail of data everywhere we go, online and in person. Companies that collect and store huge volumes of data, otherwise known as <\/span>Big Data, need to be strategic about how that data is handled at every step. <span lang=\"EN-GB\">With a better understanding of Big Data management and its role in strategic planning, organizations can streamline their operations and leverage their data analytics to optimize business outcomes.\u00a0<\/span><\/p><p>In this blog, our expert discusses some of the components of Big Data management strategy and explores the key decisions enterprises must make to find long-term success in the Big Data space.\u00a0<!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p>\u00a0<\/p><h2 id=\"why-strategic-big-data-management-matters\">Why Strategic Big Data Management Matters<\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p><span lang=\"EN-GB\">When\u00a0Big Data technologies\u00a0are effectively incorporated into an organization\u2019s strategic planning, leaders can make data-driven decisions with a greater sense of confidence. In fact, there are numerous ways in which\u00a0Big Data and business intelligence\u00a0can go hand in hand.<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">One example of this is strategic pricing. With the insights gained from using\u00a0data analysis techniques, it is possible to optimize pricing on products and services in a way that maximizes profits. This type of strategizing can be especially effective when\u00a0Big Data solutions\u00a0look closely at metrics such as competitor pricing, market demand trends, and customer buying habits or\u00a0customer data analysis.<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">Big Data can play a key role in product development. Through the analysis of industry trends and customer behavior, businesses can determine exactly what consumers are looking for in a particular product or service. They can also narrow down pain points that may inhibit customers from purchasing, make changes to alleviate them, and put out better products as a result.<\/span><\/p><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><h2 id=\"understanding-big-data-management\"><span lang=\"EN-GB\">Understanding Big Data Management<\/span><\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p><span lang=\"EN-GB\">Big Data refers to the enormous amounts of data that is collected in both structured and unstructured ways. The sheer size and amount of this data makes it impossible to process and analyze using \u201ctraditional\u201d methods (i.e. databases).\u00a0<\/span><\/p><p><span lang=\"EN-GB\">Instead, more advanced\u00a0solutions\u00a0and tools are required to handle the three Vs of Big Data: Data containing great variety, coming in increasing volumes, at high velocity. This data typically comes from public sources like websites, social media, the cloud, mobile apps, sensors, and other devices. Businesses access this data to see consumer details like purchase history and search history, to better understand likes, interests, and so on.\u00a0<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">Big Data analytics uses analytic techniques to examine data and uncover hidden patterns, correlations, market trends, and consumer preferences. These analytics help organizations make informed business decisions that lead to efficient operations, happy consumers, and increased profits.<\/span><\/p><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><h2 id=\"developing-a-big-data-management-strategy\"><span lang=\"EN-GB\">Developing a Big Data Management Strategy<\/span><\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p>If you are planning to implement a Big Data platform, it&#8217;s important to first assess a few things that will be key to your Big Data management strategy.<\/p><h3><span lang=\"EN-GB\">Determine Your Specific Business Needs<\/span><\/h3><p>\u00a0<\/p><p><span lang=\"EN-GB\">The first step is determining what kind of data you\u2019re looking to collect and analyze.\u00a0<\/span><\/p><p>\u00a0<\/p><ul><li><span lang=\"EN-GB\">Are you looking to track customer behavior on your website?<\/span><\/li><li><span lang=\"EN-GB\">Analyze social media sentiment?<\/span><\/li><li><span lang=\"EN-GB\">Understand your supply chain better?\u00a0<\/span><\/li><\/ul><p>\u00a0<\/p><p><span lang=\"EN-GB\">It\u2019s important to have a clear understanding of what you want to achieve before moving forward with a Big Data solution.<\/span><\/p><p>\u00a0<\/p><h3><span lang=\"EN-GB\">Consider the Scale of Your Data<\/span><\/h3><p>\u00a0<\/p><p><span lang=\"EN-GB\">The sheer amount of your data will play a big role in determining the right Big Data platform for your organization. Some questions to ask include:<\/span><\/p><p>\u00a0<\/p><ul><li><span lang=\"EN-GB\">Will you need to store and process large amounts of data, or will a smaller solution be sufficient?<\/span><\/li><li><span lang=\"EN-GB\">Do you have a lot of streaming data and data in motion?\u00a0<\/span><\/li><\/ul><p>\u00a0<\/p><p><span lang=\"EN-GB\">If you\u2019re dealing with large amounts of data, you\u2019ll need a platform that can handle the storage and processing demands.\u00a0<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">Hadoop and Spark are popular options for large-scale data processing. However, if your data needs are more modest, a smaller solution may be more appropriate.<\/span><\/p><p>\u00a0<\/p><p>\u00a0<\/p><h3>Assess Your Current Infrastructure<\/h3><p>\u00a0<\/p><p><span lang=\"EN-GB\">Before implementing a Big Data platform, it\u2019s important to take a look at your current infrastructure. For example, do you have the necessary hardware and software in place to support a Big Data platform? Are there any limitations or constraints that need to be taken into account? What type of legacy systems are you using and what are their constraints?<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">It\u2019s much easier to address these issues upfront before beginning the implementation process. It\u2019s also important to evaluate the different options and choose the one that best fits your business needs both now and in the future.<\/span><\/p><p>\u00a0<\/p><blockquote><p>Implementing a Big Data platform requires a high level of technical expertise. It\u2019s important to assess your in-house technical capabilities before putting a solution in place.<\/p><\/blockquote><p>\u00a0<\/p><p><span lang=\"EN-GB\">If you don\u2019t have the necessary skills and resources, you may need to consider bringing in outside help, outsourcing the implementation process, or hiring for the skill sets necessary.<\/span><\/p><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><h2 id=\"big-data-hosting-considerations\"><span lang=\"EN-GB\">Big Data Hosting Considerations<\/span><\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p>Where to host Big Data is the subject of ongoing debate. In this section, we&#8217;ll dive into the factors that IT leaders should weigh as they determine whether to host their <a href=\"https:\/\/www.openlogic.com\/blog\/open-source-big-data-infrastructure-technologies\">Big Data infrastructure<\/a> on-premises (&#8220;on-prem&#8221;) vs. in the cloud.<\/p><p><span lang=\"EN-GB\">Keeping Big Data infrastructure on-prem has historically been a comfortable option for teams that need to support Big Data applications. However, businesses should consider both the benefits and drawbacks of this scenario.\u00a0<\/span><\/p><h3><span lang=\"EN-GB\">Benefits of On-Prem<\/span><\/h3><ul><li><span lang=\"EN-GB\"><strong>More Control: <\/strong>On-premises gives IT teams more control over their physical hardware infrastructure, enabling them to choose the hardware they prefer and to customize the configurations of that hardware and software to meet unique requirements or achieve specific business goals.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Greater Security:\u00a0<\/strong>By owning and operating their own dedicated servers, IT teams can apply their own security protocols to protect sensitive data for\u00a0better peace of mind.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Better Performance:\u00a0<\/strong>The localization of hosting on-premises often reduces latency that can happen with cloud services, which improves data processing speeds and response times.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Lower Long-Term Costs:<\/strong> While on-premises is a more costly option to buy and build upfront, it has better long-term value as a business scales up and uses the full resources of this investment.<\/span><\/li><li><strong>More<\/strong> \u00a0<span lang=\"EN-GB\"><strong>Uptime:<\/strong> Many IT teams prefer to be able to monitor and manage their server operations directly so they can resolve issues quickly, resulting in less downtime.\u00a0<\/span><\/li><\/ul><blockquote><h3><span lang=\"EN-GB\">Is It Time to Open Source Your Big Data Management?<\/span><\/h3><p>Giving a third party complete control of your Big Data stack puts you at risk for vendor lock-in, unpredictable expenses, and in some cases, being forced to the public cloud. Watch this on-demand webinar to learn how OpenLogic can help you keep costs low and your data on-prem.<\/p><p><!-- THEME DEBUG --><!-- THEME HOOK: 'media' --><!-- FILE NAME SUGGESTIONS: \u25aa\ufe0f media--source-video-embed-field.html.twig \u25aa\ufe0f media--video--embed.html.twig \u25aa\ufe0f media--video.html.twig \u25aa\ufe0f media--embed.html.twig \u2705 media.html.twig --><!-- BEGIN OUTPUT from 'themes\/contrib\/classy\/templates\/content\/media.html.twig' --><\/p><article class=\"media media--type-video media--view-mode-embed\"><!-- THEME DEBUG --><!-- THEME HOOK: 'field' --><!-- FILE NAME SUGGESTIONS: \u2705 field--media--field-video--video.html.twig \u25aa\ufe0f field--media--field-video.html.twig \u25aa\ufe0f field--media--video.html.twig \u25aa\ufe0f field--field-video.html.twig \u25aa\ufe0f field--video-embed-field.html.twig \u25aa\ufe0f field.html.twig --><!-- BEGIN OUTPUT from 'themes\/custom\/themekit\/templates\/field\/field--media--field-video--video.html.twig' --><div class=\"field field--name-field-video field--type-video-embed-field field--label-hidden field__item\"><p><!-- THEME DEBUG --><!-- THEME HOOK: 'container' --><!-- BEGIN OUTPUT from 'themes\/contrib\/classy\/templates\/form\/container.html.twig' --><\/p><div class=\"video-embed-field-provider-wistia video-embed-field-responsive-video\"><p><!-- THEME DEBUG --><!-- THEME HOOK: 'video_embed_iframe__wistia' --><!-- FILE NAME SUGGESTIONS: \u2705 video-embed-iframe--wistia.html.twig \u2705 video-embed-iframe--wistia.html.twig \u25aa\ufe0f video-embed-iframe.html.twig --><!-- BEGIN OUTPUT from 'themes\/custom\/themekit\/templates\/media\/video-embed-iframe--wistia.html.twig' --><\/p><div id=\"wistia_embed\" class=\"wistia_embed wistia_async_s69mkopqp0\" style=\"background-image: url('\/sites\/default\/files\/image\/2021-05\/image-web-perforce-wistia-first-frames-openlogic.jpg'); background-size: cover;\" title=\"Play video\" role=\"button\" data-video=\"s69mkopqp0\" aria-pressed=\"false\">\u00a0<\/div><p><!-- END OUTPUT from 'themes\/custom\/themekit\/templates\/media\/video-embed-iframe--wistia.html.twig' --><\/p><\/div><p><!-- END OUTPUT from 'themes\/contrib\/classy\/templates\/form\/container.html.twig' --><\/p><\/div><p><!-- END OUTPUT from 'themes\/custom\/themekit\/templates\/field\/field--media--field-video--video.html.twig' --><\/p><\/article><p><!-- END OUTPUT from 'themes\/contrib\/classy\/templates\/content\/media.html.twig' --><\/p><\/blockquote><h3><span lang=\"EN-GB\">Drawbacks of On-Prem<\/span><\/h3><ul><li><span lang=\"EN-GB\"><strong>Higher Upfront Costs:\u00a0<\/strong>As noted above, on-prem can be cost-effective at a larger scale or in the long-run, but the initial cost to buy and build the infrastructure can be restrictive to businesses that do not have budget to invest at the outset of their services.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Staffing Constraints:<\/strong> To deploy an effective on-premises solution, an IT team that is qualified to both build and manage the infrastructure is necessary. If a business has critical services, this may require payroll for 24\/7 staffing and the on-going expense of training and certifications to maintain the proper IT team skills.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Data Center Challenges:<\/strong> On-premises also requires an adequate location to host the infrastructure. The common practice of racking up servers in ordinary closet spaces brings significant risks to security and reliability, not to mention adherence to proper safety guidelines or compliance requirements. Additionally, if the location uses conventional energy, the cost to operate power-hungry high-availability hardware can be significant.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Longer Time to Deploy:<\/strong> Even with the right skills and resources, an on-premises solution can take weeks or months to actually build and spin up for production.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Limited Scalability:\u00a0<\/strong>On-premises gives IT teams the ability to quickly scale within their existing hardware resources. But when capacity begins to run out, they will need to procure and install additional infrastructure resources, which is not always easy, quick, or inexpensive.<\/span><\/li><\/ul><p>\u00a0<\/p><p><span lang=\"EN-GB\">As per the cloud options, the most conventional approach is for IT teams to partner with vendors that offer a broad portfolio of services to support Big Data applications, which alleviates the burdens of hardware ownership and management.\u00a0<\/span><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">While a popular decision, businesses again would be wise to consider both the pros and cons of public cloud-based Big Data platforms.<\/span><\/p><h3><span lang=\"EN-GB\">Pros of Public Cloud<\/span><\/h3><ul><li><span lang=\"EN-GB\"><strong>Rapid Deployment:\u00a0<\/strong>Public clouds allow businesses to purchase and deploy their hosting infrastructure quickly. Self-service portals also enable rapid deployment of infrastructure resources on-demand.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Easy Scalability:\u00a0<\/strong>Public clouds offer nearly unlimited scalability, on-demand. Without any dependency on physical hardware, businesses can spin storage and other resources up (or down) as needed without any upfront capital expenditures (CapEx) or delays in time to build.<\/span><\/li><li><span lang=\"EN-GB\"><strong>OpEx Focused:\u00a0<\/strong>Public clouds charge users for the cloud services they use. It is a pure operating expense (OpEx). As a result, public cloud OpEx costs may be higher than the OpEx costs of an on-prem or private cloud environment. However, as discussed previously, public clouds do not require the traditionally upfront CapEx costs of building that on-prem or private cloud environment.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Flexible Pricing Models:<\/strong> Public clouds also give businesses the ability to use clouds as much or little as they like, including pay-as-you-go options or committed term agreements for higher discounts.<\/span><\/li><\/ul><h3><span lang=\"EN-GB\">Cons of Public Cloud\u00a0<\/span><\/h3><ul><li><span lang=\"EN-GB\"><strong>More Security Risks:<\/strong> The popularity of public cloud platforms has enabled a wide variety of available security applications and service providers. Nevertheless, public clouds are still shared environments.<\/span><span lang=\"EN-GB\">As increasing processes are requested at faster speeds, data can fall outside of standard controls. This can create unmanaged and ungoverned \u201cshadow\u201d data that creates security risks and potential compliance liabilities.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Less Control:<\/strong> In a shared environment, IT teams have limited to no access to modify and\/or customize the underlying cloud infrastructure. This forces IT teams to use general cloud bundles to support unique needs. To get the resources they do need, IT teams wind up paying for bundles that include resources they do not need, leading to\u00a0cloud waste\u00a0and unnecessary expenses.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Uptime and Reliability: <\/strong>For Big Data to yield useful insights, public clouds need to operate online uninterrupted. Yet it is not uncommon for public clouds to experience significant outages.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Long-Term Costs:<\/strong> Public clouds are a good option for new business start-ups or services that require limited cloud resources. But as businesses scale up to meet demand, public clouds often become a more expensive option than on-prem or private cloud options. And, because of the complexity of public cloud billing, it can be very difficult for businesses to understand, manage, and predict their data management costs.<\/span><\/li><\/ul><p>\u00a0<\/p><p><span lang=\"EN-GB\">Overall, decisions on how and where to implement a comprehensive Big Data solution should be made with a long-term perspective that accounts for costs, resources alignment, and scalability goals.<\/span><\/p><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><h2 id=\"big-data-management-considerations\"><span lang=\"EN-GB\">Big Data Management Considerations<\/span><\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p>\u00a0<\/p><p><span lang=\"EN-GB\">On the surface, it seems ideal to keep all your business functions in-house, including the ones related to Big Data implementations. In reality, however, it is not always an option, especially for companies that are scaling quickly, but lack the expertise and skills to manage projects of the complexity and depth that Big Data practices demand.<\/span><\/p><p><span lang=\"EN-GB\">In this section, we will explore what organizations stand to lose or gain by outsourcing expertise when it comes to their Big Data management and maintenance.<\/span><\/p><h3><span lang=\"EN-GB\">Benefits of Outsourcing Big Data Management<\/span><\/h3><ul><li><span lang=\"EN-GB\"><strong>Access to Advanced Skills and Technologies: <\/strong><\/span><span lang=\"EN-GB\">Outsourcing the management of Big Data implementations allows businesses to tap into a pool of specialized skills and cutting-edge technologies without the overhead of developing these capabilities in-house. As technology rapidly evolves, third party partners must stay ahead by investing in the latest tools and training for their teams. So they absorb that cost, instead of their customers.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Reducing Operational Costs: <\/strong>As counterintuitive as it may sound, working with specialized experts in the field, who have successfully implemented Big Data infrastructures multiple times, can lead to significant cost-savings in the long run. And when it comes to Big Data strategy, thinking about the sustainability and long-term viability of solutions is critical when embarking on projects of this magnitude.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Faster Time to Market:<\/strong><\/span><span lang=\"EN-GB\">Outsourced teams are designed to be agile and flexible. The right ones have the wealth of knowledge necessary to get the work done as fast as possible, bringing your Big Data projects to market in months rather than years.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Reduced Risk: <\/strong>By choosing a Big Data partner well-versed in Big Data practices, including security at all levels, you can reduce the inherent risks associated with Big Data projects.<\/span><\/li><\/ul><h3>Challenges of Outsourcing Big Data Management<\/h3><ul><li><span lang=\"EN-GB\"><strong>Cultural and Communication Gaps: <\/strong><\/span><span lang=\"EN-GB\">Outsourcing management and support can mean working with teams from different cultures that are located in different time zones, which can cause communication issues and misunderstandings. To solve these problems, companies can set up clear ways to communicate, arrange meetings when both teams are available, and train everyone to understand each other&#8217;s cultures better. This helps everyone work together more effectively and efficiently.<\/span><\/li><li><span lang=\"EN-GB\"><strong>Data Security Risks: <\/strong><\/span><span lang=\"EN-GB\">Outsourcing Big Data implementations poses some risks to data security. When third parties handle sensitive data, there is always the possibility of exposure to threats such as unauthorized access, data theft, and leaks.<\/span><span lang=\"EN-GB\">To prevent such outcomes, it is crucial to maintain high-security standards, restrict data access to qualified personnel, and avoid sharing sensitive information via unsecured channels. (And of course, do some vetting and choose a partner with a solid reputation!)<\/span><\/li><li><span lang=\"EN-GB\"><strong>Dependency and Loss of Control: <\/strong>Relying too much on an external partner can lead to dependence and a loss of control over how data is managed. <\/span>Good third-party partners will not gate-keep knowledge and will work to help teams understand what is happening in their Big Data infrastructure so they can make informed decisions about how the data is handled.<\/li><\/ul><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><!-- THEME DEBUG --><!-- THEME HOOK: 'toc_header' --><!-- BEGIN OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><h2 id=\"final-thoughts\"><span lang=\"EN-GB\">Final Thoughts<\/span><\/h2><p><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-header.html.twig' --><\/p><p><span lang=\"EN-GB\">Implementing and supporting a Big Data infrastructure can be challenging for internal teams<\/span>. <span lang=\"EN-GB\">Big Data technologies are constantly evolving, making it hard to keep pace. Additionally, storage and mining systems are not always well-designed or easy to manage, which is why it is best to stick with traditional architectures and make sure that clear documentation is provided. <\/span><span lang=\"EN-GB\">This makes the data collection process simpler and more manageable for whomever is overseeing it.\u00a0<\/span><\/p><p>When it comes to Big Data management, there is no &#8220;one size fits all&#8221; solution. It&#8217;s important to explore your options and consider hybrid approaches that give you data sovereignty and a high degree of control but also allow you to lean on the expertise of a third partner when necessary.<\/p><blockquote><h3>OpenLogic Big Data Management Solutions<\/h3><p>Migrate your Big Data to an open source Hadoop stack equivalent to the Cloudera Data Platform. Host where you want and save up to 60% in annual overhead costs.<\/p><p><a href=\"https:\/\/www.openlogic.com\/solutions\/hadoop-service-bundle\"><span class=\"btn--blue-default\">Explore<\/span><\/a><!-- END OUTPUT from 'modules\/contrib\/toc_api\/templates\/toc-back-to-top.html.twig' --><\/p><\/blockquote><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a1b0f4 elementor-widget elementor-widget-shortcode\" data-id=\"1a1b0f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n\t\t<div data-elementor-type=\"page\" data-elementor-id=\"91828\" class=\"elementor elementor-91828\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6461a578 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6461a578\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;_id&quot;:&quot;c4f773e&quot;,&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f063c39\" data-id=\"2f063c39\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14e1df2a elementor-widget elementor-widget-text-editor\" data-id=\"14e1df2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>About Perforce <\/strong><br>The best run DevOps teams in the world choose Perforce. Perforce products are purpose-built to develop, build and maintain high-stakes applications. Companies can finally manage complexity, achieve speed without compromise, improve security and compliance, and run their DevOps toolchains with full integrity. With a global footprint spanning more than 80 countries and including over 75% of the Fortune 100, Perforce is trusted by the world\u2019s leading brands to deliver solutions to even the toughest challenges. Accelerate technology delivery, with no shortcuts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\n\t\t<div data-elementor-type=\"page\" data-elementor-id=\"18103\" class=\"elementor elementor-18103\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-748947f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"748947f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;_id&quot;:&quot;c4f773e&quot;,&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7995c19\" data-id=\"7995c19\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a437045 elementor-widget elementor-widget-image-box\" data-id=\"a437045\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">About Version 2 Digital<\/h3><p class=\"elementor-image-box-description\">Version 2 Digital is one of the most dynamic IT companies in Asia. The company distributes a wide range of IT products across various areas including cyber security, cloud, data protection, end points, infrastructures, system monitoring, storage, networking, business productivity and communication products.\n<br><br>\nThrough an extensive network of channels, point of sales, resellers, and partnership companies, Version 2 offers quality products and services which are highly acclaimed in the market. Its customers cover a wide spectrum which include Global 1000 enterprises, regional listed companies, different vertical industries, public utilities, Government, a vast number of successful SMEs, and consumers in various Asian cities.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>It\u2019s no secret that data collection has become an integ [&hellip;]<\/p>","protected":false},"author":149011790,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1298,1305,61],"tags":[1077,1302],"class_list":["post-105441","post","type-post","status-publish","format-standard","hentry","category-openlogic","category-1305","category-press-release","tag-1077","tag-openlogic"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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