{"id":20394,"date":"2024-09-13T01:36:33","date_gmt":"2024-09-13T08:36:33","guid":{"rendered":"https:\/\/www.pingcap.com\/?post_type=case-study&#038;p=20394"},"modified":"2024-09-13T07:48:33","modified_gmt":"2024-09-13T14:48:33","slug":"consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb","status":"publish","type":"case-study","link":"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/","title":{"rendered":"Consolidating Databases to Streamline Operations: How a Leading Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Executive_Summary\"><\/span><strong>Executive Summary<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>XX Wallet, a leading Web3 multi-chain platform, faced significant challenges in scaling its data infrastructure, managing multiple databases, and ensuring real-time data processing. To address these issues, they implemented <a href=\"https:\/\/www.pingcap.com\/ko\/tidb-self-managed\/\">\ud2f0DB<\/a>, a distributed database solution. This transformation simplified their architecture, reduced operational complexity by 60%, and improved data querying capabilities, enabling faster processing of large datasets. TiDB\u2019s scalability ensured that XX Wallet could handle growing volumes of users and data without performance degradation.&nbsp;<\/p>\n\n\n\n<p>Overall, the implementation resulted in more efficient operations, enhanced real-time analytics, and a seamless user experience, positioning XX Wallet for continued growth.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Company_Overview\"><\/span><strong>Company Overview<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>XX Wallet is a leading multi-chain Web3 platform offering wallet services, Swap, NFT Market, DApp Browser, and Launchpad functionality across 100+ public chains. By aggregating top DEXes and NFT markets, XX Wallet delivers optimal trading prices, supporting a secure and convenient user experience.&nbsp;<\/p>\n\n\n\n<p>As one of the largest decentralized wallets in Asia, XX Wallet has an extensive NFT Market, boasting over 220,000 collections and $40+ million in trading volume across the BNB Chain and Polygon. Its user-friendly features empower users to interact seamlessly with decentralized applications and digital assets, making Web3 more accessible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Challenge_Scalability_Query_Performance_and_Agility_in_Asset_Management\"><\/span><strong>Challenge<\/strong>: Scalability, Query Performance, and Agility in Asset Management<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>XX Wallet set out to create a robust, multi-chain asset management platform with real-time data tracking. Initially, they used AWS Aurora (for MySQL and PostgreSQL) alongside MongoDB to store and manage on-chain asset data. These databases also powered querying and value-added services for users.<\/p>\n\n\n\n<p>However, they faced several challenges:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud655\uc7a5\uc131<\/strong>: With the rapid increase in Web3 data and user numbers, the existing databases struggled to scale effectively.<\/li>\n\n\n\n<li><strong>Data Querying Capability<\/strong>: When dealing with large volumes of Web3 data, Amazon Aurora\u2019s performance in querying large datasets was not ideal. A system capable of processing extensive data queries quickly and accurately was critical.<\/li>\n\n\n\n<li><strong>Complex Technology Stack<\/strong>: Using different database solutions to store various types of data increased the cost of data management.<\/li>\n\n\n\n<li><strong>Agility<\/strong>: During rapid business growth, maintaining multiple databases with the existing setup compromised business agility and required adaptations at the database level, leading to inconsistencies and inefficiencies in development.<\/li>\n\n\n\n<li><strong>Data Flow Timeliness<\/strong>: Originally, data analysis and processing relied on big data technology stacks, which delayed the data flow to business operations, affecting timeliness.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012418\/%E5%9B%BE%E7%89%87-1.jpg\" alt=\"\" class=\"wp-image-20395\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution\"><\/span><strong>Solution<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>XX Wallet implemented TiDB, a next-generation distributed database, to address these challenges by streamlining real-time data processing, enhancing scalability, and simplifying architecture.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High Throughput Writing:<\/strong> TiDB enables real-time on-chain data recording and transformation into address balance data. XX Wallet achieved a 100K write throughput during testing after scaling to 3 TiDB nodes and 6 TiKV nodes, accommodating large-scale data requirements.<\/li>\n\n\n\n<li><strong>Efficient Business Migration:<\/strong> XX Wallet seamlessly migrated data to TiDB using a dual-write method, completing the process within two weeks with minimal application-side changes. Adjustments to primary keys ensured smooth data migration and prevented writing hotspots.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012507\/%E5%9B%BE%E7%89%87-2.jpg\" alt=\"\" class=\"wp-image-20396\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Results\"><\/span><strong>Results<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>XX Wallet leverages TiDB to store on-chain asset data, significantly reducing data management costs, a simplified technology stack, and improved operational efficiency. The key benefits include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Streamlined Architecture<\/strong>: By consolidating multiple databases (Aurora for MySQL, PostgreSQL, and MongoDB) into a single TiDB instance, operational complexity and costs were reduced, lowering management expenses by 60%.<\/li>\n\n\n\n<li><strong>Enhanced Computing Power<\/strong>: TiDB\u2019s distributed computing pushdown capability efficiently executes large-scale SQL queries, delivering fast and accurate computation results to meet business demands.<\/li>\n\n\n\n<li><strong>HTAP Capability<\/strong>: TiDB\u2019s <a href=\"https:\/\/www.pingcap.com\/ko\/blog\/htap-demystified-defining-modern-data-architecture-tidb\/\">HTAP (Hybrid Transactional\/Analytical Processing)<\/a> functionality supports both OLTP (Online Transaction Processing) and OLAP (Online Analytical Processing) within a single cluster. This has shortened the data processing cycle from T+1 to T+0, enabling real-time analytics and expanding data exploration possibilities.<\/li>\n\n\n\n<li><strong>Rapid Scalability<\/strong>: TiDB\u2019s horizontal scaling ensures that XX Wallet can quickly expand to handle increasing data and user volumes without sacrificing performance, supporting the company\u2019s growth needs.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>By implementing TiDB, XX Wallet has streamlined its data storage architecture, significantly lowering operational and development costs. TiDB&#8217;s real-time analytics provide users with faster, more accessible insights. Moreover, its elastic scalability ensures that the underlying infrastructure remains robust and reliable as the business grows, consistently delivering a seamless user experience.<\/p>","protected":false},"excerpt":{"rendered":"<p>Executive Summary XX Wallet, a leading Web3 multi-chain platform, faced significant challenges in scaling its data infrastructure, managing multiple databases, and ensuring real-time data processing. To address these issues, they implemented TiDB, a distributed database solution. This transformation simplified their architecture, reduced operational complexity by 60%, and improved data querying capabilities, enabling faster processing of [&hellip;]<\/p>\n","protected":false},"author":273,"featured_media":20397,"template":"","tags":[16,10,11,9,111],"customer":[286],"industry":[178],"class_list":["post-20394","case-study","type-case-study","status-publish","has-post-thumbnail","hentry","tag-distributed-system","tag-htap","tag-real-time-analytics","tag-scalability","tag-tidb","customer-top-5-global-web3-decentralized-wallet","industry-web3"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB<\/title>\n<meta name=\"description\" content=\"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB\" \/>\n<meta property=\"og:description\" content=\"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\" \/>\n<meta property=\"og:site_name\" content=\"TiDB\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/pingcap2015\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-13T14:48:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png\" \/>\n\t<meta property=\"og:image:width\" content=\"3125\" \/>\n\t<meta property=\"og:image:height\" content=\"1042\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@PingCAP\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\",\"url\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\",\"name\":\"A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB\",\"isPartOf\":{\"@id\":\"https:\/\/www.pingcap.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png\",\"datePublished\":\"2024-09-13T08:36:33+00:00\",\"dateModified\":\"2024-09-13T14:48:33+00:00\",\"description\":\"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage\",\"url\":\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png\",\"contentUrl\":\"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png\",\"width\":3125,\"height\":1042},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.pingcap.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Case Studies\",\"item\":\"https:\/\/www.pingcap.com\/customers\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Consolidating Databases to Streamline Operations: How a Leading Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.pingcap.com\/#website\",\"url\":\"https:\/\/www.pingcap.com\/\",\"name\":\"TiDB\",\"description\":\"TiDB | SQL at Scale\",\"publisher\":{\"@id\":\"https:\/\/www.pingcap.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.pingcap.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.pingcap.com\/#organization\",\"name\":\"PingCAP\",\"url\":\"https:\/\/www.pingcap.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png\",\"contentUrl\":\"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png\",\"width\":811,\"height\":232,\"caption\":\"PingCAP\"},\"image\":{\"@id\":\"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/facebook.com\/pingcap2015\",\"https:\/\/x.com\/PingCAP\",\"https:\/\/linkedin.com\/company\/pingcap\",\"https:\/\/youtube.com\/channel\/UCuq4puT32DzHKT5rU1IZpIA\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB","description":"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/","og_locale":"ko_KR","og_type":"article","og_title":"A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB","og_description":"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.","og_url":"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/","og_site_name":"TiDB","article_publisher":"https:\/\/facebook.com\/pingcap2015","article_modified_time":"2024-09-13T14:48:33+00:00","og_image":[{"width":3125,"height":1042,"url":"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@PingCAP","twitter_misc":{"Est. reading time":"3\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/","url":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/","name":"A Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB","isPartOf":{"@id":"https:\/\/www.pingcap.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage"},"image":{"@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage"},"thumbnailUrl":"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png","datePublished":"2024-09-13T08:36:33+00:00","dateModified":"2024-09-13T14:48:33+00:00","description":"A Web3 multi-chain platform reduced operational complexity by 60% while improving scalability and real-time analytics with TiDB.","breadcrumb":{"@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#primaryimage","url":"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png","contentUrl":"https:\/\/static.pingcap.com\/files\/2024\/09\/13012820\/20240913-154144.png","width":3125,"height":1042},{"@type":"BreadcrumbList","@id":"https:\/\/www.pingcap.com\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pingcap.com\/"},{"@type":"ListItem","position":2,"name":"Case Studies","item":"https:\/\/www.pingcap.com\/customers\/"},{"@type":"ListItem","position":3,"name":"Consolidating Databases to Streamline Operations: How a Leading Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB"}]},{"@type":"WebSite","@id":"https:\/\/www.pingcap.com\/#website","url":"https:\/\/www.pingcap.com\/","name":"\ud2f0DB","description":"TiDB | SQL at Scale","publisher":{"@id":"https:\/\/www.pingcap.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.pingcap.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/www.pingcap.com\/#organization","name":"PingCAP","url":"https:\/\/www.pingcap.com\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/","url":"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png","contentUrl":"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png","width":811,"height":232,"caption":"PingCAP"},"image":{"@id":"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/facebook.com\/pingcap2015","https:\/\/x.com\/PingCAP","https:\/\/linkedin.com\/company\/pingcap","https:\/\/youtube.com\/channel\/UCuq4puT32DzHKT5rU1IZpIA"]}]}},"card_markup":"<div class=\"card-case-study\"><div class=\"card-case-study__image-container\"><img class=\"card-case-study__image\" alt=\"web3\" src=\"https:\/\/static.pingcap.com\/files\/2025\/04\/23062910\/web3.svg\" loading=\"lazy\" \/><\/div><span class=\"card-case-study__title\">Consolidating Databases to Streamline Operations: How a Leading Web3 Multi-Chain Platform Cut Complexity by 60% with TiDB<\/span><div class=\"card-case-study__button\"><a class=\"button--secondary\" href=\"https:\/\/www.pingcap.com\/ko\/case-study\/consolidating-databases-to-streamline-operations-how-a-leading-web3-multi-chain-platform-cut-complexity-by-60-with-tidb\/\" target=\"_blank\">View Case Study<\/a><\/div><\/div>","_links":{"self":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/case-study\/20394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/case-study"}],"about":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/types\/case-study"}],"author":[{"embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/users\/273"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/media\/20397"}],"wp:attachment":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/media?parent=20394"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/tags?post=20394"},{"taxonomy":"customer","embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/customer?post=20394"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/industry?post=20394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}