{"id":18252,"date":"2024-03-28T14:11:10","date_gmt":"2024-03-28T07:11:10","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=18252"},"modified":"2024-07-31T10:04:05","modified_gmt":"2024-07-31T03:04:05","slug":"bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/","title":{"rendered":"BigQuery customers save up to 54% in TCO compared to alternative cloud data platforms"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Over the last two decades, cloud-based data management and analytics solutions have become more cost effective and flexible than their on-premises counterparts. But even among cloud providers there are differences in cost, flexibility, scalability, and AI readiness that impact a business\u2019s bottom line. Choosing the right enterprise data warehouse (EDW) solution requires designing an effective data cloud strategy and understanding the underlying technology, operational capabilities, and pricing models of potential providers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">TechTarget\u2019s Enterprise Strategy Group (ESG) did an extensive study to compare the quantitative and qualitative benefits that organizations can realize with Google Cloud <\/span><a href=\"https:\/\/cloud.google.com\/bigquery?hl=en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BigQuery <\/span><\/a><span style=\"font-weight: 400;\">when compared with alternative solutions. <\/span><a href=\"https:\/\/cloud.google.com\/resources\/esg-ultimate-ai-ready-data-platform?utm_source=cgc-blog&amp;utm_medium=blog&amp;utm_campaign=FY24-Q1-global-ENDM297-website-dl-ultimate-AI-ready-platform-price-performance&amp;utm_content=-&amp;utm_term=-\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Download the full report here.<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Let\u2019s look at some of the report\u2019s key findings:<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/span><\/a><\/span><\/div>\n<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:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/#Cach_chon_data_warehouse_tren_dam_may_cho_doanh_nghiep_mot_cach_phu_hop\" >How to choose the right cloud-based enterprise data warehouse<\/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:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/#Kho_du_lieu_doanh_nghiep_EDW_hieu_suat_cao_khong_can_ton_qua_nhieu_chi_phi\" >Kho d\u1eef li\u1ec7u doanh nghi\u1ec7p EDW hi\u1ec7u su\u1ea5t cao kh\u00f4ng c\u1ea7n t\u1ed1n qu\u00e1 nhi\u1ec1u chi ph\u00ed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/#Giam_chi_phi_van_hanh_nhung_du_lieu_luon_duoc_van_hanh_cao_do\" >Reducing operational costs while making data work harder<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/#Trich_xuat_insight_moi_tu_du_lieu_hien_co_voi_tri_tue_nhan_tao_AI\" >Extracting new insights from existing data with AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/ban-tin\/bigquery-customers-save-up-to-54-in-tco-compared-to-alternative-cloud-data-platforms\/#Cac_to_chuc_du_lieu_hang_dau_lua_chon_BigQuery\" >Leading data organizations choose BigQuery<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Cach_chon_data_warehouse_tren_dam_may_cho_doanh_nghiep_mot_cach_phu_hop\"><\/span><b>How to choose the right cloud-based enterprise data warehouse<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c t\u00ecm c\u00e1ch gi\u1ea3m th\u1eddi gian \u0111\u01b0a ra th\u00f4ng tin ch\u1ec9 l\u00e0 m\u1ed9t b\u01b0\u1edbc trong vi\u1ec7c l\u1ef1a ch\u1ecdn \u0111\u00fang EDW. C\u00e1c nh\u00f3m c\u0169ng n\u00ean xem x\u00e9t t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu v\u00e0 c\u00e1c chi ph\u00ed ban \u0111\u1ea7u ti\u1ec1m \u1ea9n, kh\u1ea3 n\u0103ng c\u1ee7a gi\u1ea3i ph\u00e1p \u0111\u1ec3 m\u1edf r\u1ed9ng v\u00e0 thu nh\u1ecf m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 d\u1ef1a tr\u00ean nhu c\u1ea7u, v\u00e0 s\u1ef1 \u0111\u1ed5i m\u1edbi li\u00ean t\u1ee5c \u0111\u1ec3 h\u1ed7 tr\u1ee3 d\u1ef1 \u00e1n d\u1ef1 b\u00e1o AI, Machine Learning v\u00e0 Generative AI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Across these three categories, ESG found that BigQuery eliminated upfront investment and planning requirements, reduced operational costs, and improved business agility. In fact, BigQuery customers save up to 54% in total cost of ownership compared to alternative cloud EDW offerings.<\/span><\/p>\n<p><b><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18253\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/03\/big-querry-chi-phi-1.jpg\" alt=\"\" width=\"600\" height=\"286\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/03\/big-querry-chi-phi-1.jpg 600w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2024\/03\/big-querry-chi-phi-1-18x9.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/b><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Here are some of the key reasons these factors play an outsized role in how and why businesses select their data and analytics platform.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Kho_du_lieu_doanh_nghiep_EDW_hieu_suat_cao_khong_can_ton_qua_nhieu_chi_phi\"><\/span><b>High-performance <\/b><b>EDW doesn\u2019t have to break the bank<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Investing in an EDW solution is a strategic choice with long-term consequences for data processing. That doesn\u2019t mean it has to be an overwhelming financial decision. BigQuery doesn\u2019t require any upfront investment to save on computing resources. Some providers analyzed in the study require an upfront purchase while others only offer their most competitive pricing to customers who commit to a large upfront purchase.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Signing on for a specific contract period means teams have to plan and size their configurations ahead of purchasing, as if they were on-premise nodes, or roughly estimate future node cluster and virtual data warehouse usage. BigQuery is fully managed and autoscales to a maximum number of predefined slots as needed, then returns to defined base levels when not in use, so organizations don\u2019t need to commit to precalculated configurations. This can reduce compute usage by 30% to 40%.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Giam_chi_phi_van_hanh_nhung_du_lieu_luon_duoc_van_hanh_cao_do\"><\/span><b>Reducing operational costs while making data work harder<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Transitioning to the cloud already helps to save on costs by eliminating management and maintenance of on-premise hardware. By selecting an EDW that\u2019s fully managed and doesn\u2019t require dedicated capacity monitoring, teams can easily manage data processing without additional engineering resources, and can focus on higher-value work than managing physical or virtual nodes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As company datasets grow, so do costs. Teams require additional storage space and processing capabilities to keep pace, but not all of their backlog of data is necessary; sometimes that data is simply forgotten. An EDW that can automatically optimize for unused data can reduce costs by 50%.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The right cloud strategy can also help valuable data work harder. Data products that integrate directly with your EDW, such as <\/span><a href=\"https:\/\/cloud.google.com\/biglake?hl=en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BigLake <\/span><\/a><span style=\"font-weight: 400;\">and <\/span><a href=\"https:\/\/cloud.google.com\/blog\/products\/data-analytics\/introducing-bigquery-omni\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BigQuery Omni <\/span><\/a><span style=\"font-weight: 400;\">in the Google Cloud data product suite, reduce the cost and complexity of end-to-end data management because the products are already designed to connect to one another. Additional tools such as <\/span><a href=\"https:\/\/cloud.google.com\/deployment-manager\/docs\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Google Cloud Deployment Manager<\/span><\/a><span style=\"font-weight: 400;\"> also help automate important security tasks by creating IAM custom roles to ensure data is only shared with the right people.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Effective data configuration, management, and monitoring is just the beginning of maintaining a data warehouse. Daily EDW administrative work also includes everything from supporting extract, transform, and load (ETL) workloads to troubleshooting, managing security, and collaborating with analysts. Leading data teams are looking for ways to simplify or eliminate some of these tasks to allocate resources toward growing their business.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Trich_xuat_insight_moi_tu_du_lieu_hien_co_voi_tri_tue_nhan_tao_AI\"><\/span><b>Extracting new insights from existing data with AI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">As companies look to future-proof their data processes with a scalable EDW, it\u2019s also important to look at how a cloud-based EDW is equipped to incorporate AI and machine learning into its data analytics. Organizations can bring AI features directly to BigQuery and create and run machine learning models with<\/span><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/bqml-introduction\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> BigQuery ML<\/span><\/a><span style=\"font-weight: 400;\">. Through 1st-party integrations with <\/span><a href=\"https:\/\/cloud.google.com\/vertex-ai?hl=en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Vertex AI<\/span><\/a><span style=\"font-weight: 400;\">, BigQuery users can access <\/span><a href=\"https:\/\/cloud.google.com\/vertex-ai\/docs\/generative-ai\/model-reference\/gemini\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Gemini 1.0 Pro<\/span><\/a><span style=\"font-weight: 400;\"> for higher input\/output scale and better results across a wide range of generative AI tasks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With access to features like text summarization and sentiment analysis from simple SQL statements or BigQuery\u2019s embedded <\/span><a href=\"https:\/\/cloud.google.com\/blog\/products\/data-analytics\/building-aiml-apps-in-python-with-bigquery-dataframes\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">API DataFrame<\/span><\/a><span style=\"font-weight: 400;\"> , teams can make their data work for them even faster. This includes quickly finding new information from unstructured data sets, such as images, documents, and audio files, so teams can spend more time making decisions and less time manually parsing data. Choosing a cloud-based EDW helps organizations keep pace with the competition; choosing one that can easily incorporate AI and further automate manual work will help them get ahead.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cac_to_chuc_du_lieu_hang_dau_lua_chon_BigQuery\"><\/span><b>Leading data organizations choose BigQuery<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">After evaluating BigQuery alongside other EDW solutions, Enterprise Strategy Group found over the course of a three-year period that BigQuery provided up to 54% lower total cost of ownership when compared to the competition.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The research also directly compares pricing, configuration, annual cost of capital for upfront spend, cloud storage volume, and streaming service\/data loading. To learn more about how these solutions stack up, <\/span><a href=\"https:\/\/cloud.google.com\/resources\/esg-ultimate-ai-ready-data-platform?hl=en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">download ESG\u2019s full report<\/span><\/a><span style=\"font-weight: 400;\"> today.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong hai th\u1eadp k\u1ef7 qua, c\u00e1c gi\u1ea3i ph\u00e1p qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u00e3 tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed v\u00e0 linh ho\u1ea1t h\u01a1n so v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p c\u00e0i \u0111\u1eb7t t\u1ea1i ch\u1ed7.&hellip;<\/p>","protected":false},"author":2,"featured_media":18254,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-18252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/18252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=18252"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/18252\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/18254"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=18252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=18252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=18252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}