{"id":19173,"date":"2024-08-28T00:15:59","date_gmt":"2024-08-28T07:15:59","guid":{"rendered":"https:\/\/www.pingcap.com\/?post_type=case-study&#038;p=19173"},"modified":"2024-12-03T00:56:34","modified_gmt":"2024-12-03T08:56:34","slug":"top-japanese-fintech-company-optimizes-payment-systems-for-performance-and-scalability-with-tidb","status":"publish","type":"case-study","link":"https:\/\/www.pingcap.com\/ko\/case-study\/top-japanese-fintech-company-optimizes-payment-systems-for-performance-and-scalability-with-tidb\/","title":{"rendered":"Top Japanese FinTech Company Optimizes Payment Systems for Performance and Scalability with TiDB"},"content":{"rendered":"<p>A leading Japanese FinTech company experienced rapid growth, fueled by a popular mobile payment application. The company faced significant challenges in managing its database infrastructure with a user base surpassing 65 million while processing over $67 billion in annual transactions. The core payment system, initially built on Amazon Aurora MySQL, struggled to keep pace with the escalating transaction volume and frequent traffic spikes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Challenge_Overcoming_Performance_Bottlenecks_with_Primary_Payment_Database\"><\/span>The Challenge: Overcoming Performance Bottlenecks with Primary Payment Database<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>This FinTech company offers online and offline payment solutions and supports various payment methods. Users can scan a merchant&#8217;s QR code using its app or have their barcodes scanned at the POS. Additionally, online merchants use them for transactions. Users can pay through registered credit cards or wallet balances. Now, with payment as the core business, this company is aiming to become a comprehensive app that can be used in all aspects of daily lives.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1772\" height=\"850\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope.jpeg\" alt=\"Business scope\" class=\"wp-image-19174\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope.jpeg 1772w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope-300x144.jpeg 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope-1024x491.jpeg 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope-768x368.jpeg 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope-1536x737.jpeg 1536w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233405\/business-scope-1440x691.jpeg 1440w\" sizes=\"auto, (max-width: 1772px) 100vw, 1772px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1. The types of payment services this Japanese FinTech company offers.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p>The company&#8217;s payment system was a complex ecosystem comprising 80+ microservices, primarily built on Java and Spring Boot. All payment and transaction data are handled by the primary database, Amazon Aurora MySQL. As the business grew, the payment database became a bottleneck, necessitating a move to a more scalable database.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1528\" height=\"970\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture.png\" alt=\"pre architecture\" class=\"wp-image-19175\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture.png 1528w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture-300x190.png 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture-1024x650.png 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture-768x488.png 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233541\/pre-infra-architecture-1440x914.png 1440w\" sizes=\"auto, (max-width: 1528px) 100vw, 1528px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2. Japanese FinTech company\u2019s original architecture with Amazon Aurora MySQL.<\/em><\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1455\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-scaled.jpeg\" alt=\"Rapid increase in the number of registered users of the Japanese FinTech company.\" class=\"wp-image-19176\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-scaled.jpeg 2560w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-300x170.jpeg 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-1024x582.jpeg 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-768x436.jpeg 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-1536x873.jpeg 1536w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-2048x1164.jpeg 2048w, https:\/\/static.pingcap.com\/files\/2024\/08\/27233751\/number-of-registered-users-2018-2024-1440x818.jpeg 1440w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 3. Rapid increase in the number of registered users of the Japanese FinTech company.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Performance Demands<\/strong>: With the rapid increase in the number of registered users and the corresponding transaction volume, the database&#8217;s performance became a critical issue. Amazon Aurora was hard to keep pace with the rapid growth due to its architecture.\u00a0<\/li>\n\n\n\n<li><strong>Frequent Traffic Spikes<\/strong>: The company experienced frequent spikes in traffic due to various promotional campaigns. These promotions often led to sudden and massive increases in transaction volumes, which the existing database setup struggled to handle. The inability to efficiently manage these traffic spikes resulted in performance degradation and impacted the user experience.<\/li>\n\n\n\n<li><strong>Become Part of the Whole Ecosystem<\/strong>: To become part of the whole data ecosystem, replication has to be enabled to ensure recent updates to be synchronized to downstream systems, enabling binlog replication will cause remarkable performance downgrade.<\/li>\n\n\n\n<li><strong>High Availability Requests<\/strong>: Additional data replication requirements for disaster recovery intensified the high latency problem for commits.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Solution_A_Hybrid_Database_Approach_with_TiDB\"><\/span>The Solution: A Hybrid Database Approach with TiDB<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1830\" height=\"1158\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture.png\" alt=\"new architecture\" class=\"wp-image-19177\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture.png 1830w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture-300x190.png 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture-1024x648.png 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture-768x486.png 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture-1536x972.png 1536w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234004\/new-architecture-1440x911.png 1440w\" sizes=\"auto, (max-width: 1830px) 100vw, 1830px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 4. Japanese FinTech company\u2019s updated architecture with Amazon Aurora and TiDB.<\/em><\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"820\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture.jpg\" alt=\"Data flow in the new hybrid database architecture\" class=\"wp-image-19179\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture.jpg 2000w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture-300x123.jpg 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture-1024x420.jpg 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture-768x315.jpg 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture-1536x630.jpg 1536w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234129\/Current-System-Architecture-1440x590.jpg 1440w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 5. Data flow in the new hybrid database architecture<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p>After migrating partially to <a href=\"https:\/\/www.pingcap.com\/ko\/tidb\/\">\ud2f0DB<\/a>, the company\u2019s architecture underwent significant changes to address its previous challenges while still leveraging Amazon Aurora MySQL&#8217;s strengths.\u00a0<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hybrid Database Setup: <\/strong>The company adopted a hybrid database setup where TiDB and Amazon Aurora MySQL coexisted. This setup allowed them to utilize TiDB&#8217;s strengths to handle high traffic volumes and ensure high availability while still benefiting from Amazon Aurora&#8217;s robust features.<\/li>\n\n\n\n<li><strong>Selective Migration: <\/strong>The migration to TiDB was a strategic move to migrate specific components most affected by traffic spikes and performance issues. The most mission critical components (payment and wallet), which experienced the highest load and required the most reliability, were moved to TiDB.<\/li>\n\n\n\n<li><strong>Seamlessly Fit into the Ecosystem<\/strong>: TiDB\u2019s replication makes it easy to fit into the existing data ecosystem without any issue<\/li>\n\n\n\n<li><strong>Improved Scalability and Availability:<\/strong> By leveraging TiDB for their system&#8217;s most critical and high-traffic parts, the company could better handle the frequent traffic spikes. TiDB&#8217;s <a href=\"https:\/\/www.pingcap.com\/ko\/blog\/tidb-auto-scaling-distributed-sql-cloud-native-apps\/\">\uc218\ud3c9\uc801 \ud655\uc7a5\uc131<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.pingcap.com\/ko\/blog\/why-distributed-sql-databases-elevate-modern-app-dev\/\">strong consistency<\/a> improved the system&#8217;s reliability and performance.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Results_30_Lower_User_Latency_with_a_Higher_QPS_for_Single_Cluster\"><\/span>The Results: 30% Lower User Latency with a Higher QPS for\u00a0 Single Cluster<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The migration to TiDB enabled the company to optimize the performance and reliability of its most critical components while still leveraging Amazon Aurora MySQL&#8217;s strengths for other parts of its system. This hybrid approach allowed them to address specific challenges effectively and maintain a robust and scalable architecture.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Better Scalability: <\/strong>TiDB provided the horizontal scalability to handle increasing transaction volumes and traffic spikes, ensuring the company\u2019s system could grow with its user base.<\/li>\n\n\n\n<li><strong>Enhanced Performance: <\/strong>The API latency on the user end is now 30% lower compared with Amazon Aurora, with a higher QPS for single cluster.<\/li>\n\n\n\n<li><strong>High Availability:<\/strong> TiDB&#8217;s robust failover capabilities minimized service disruptions, addressing one of the key challenges faced with Amazon Aurora. The company survived an Availability Zone level outage in the AWS Tokyo Region in 2021. TiDB automatically recovered within 18 seconds, without manual intervention.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Future\"><\/span>The Future<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1093\" src=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture.jpg\" alt=\"Japanese FinTech company\u2019s future architecture utilizing TiDB, TiCDC, and TiFlash.\" class=\"wp-image-19180\" style=\"width:800px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture.jpg 2000w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture-300x164.jpg 300w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture-1024x560.jpg 1024w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture-768x420.jpg 768w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture-1536x839.jpg 1536w, https:\/\/static.pingcap.com\/files\/2024\/08\/27234307\/Future-System-Architecture-1440x787.jpg 1440w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 6. Japanese FinTech company\u2019s future architecture utilizing TiDB, TiCDC, and TiFlash.<\/em><br><\/figcaption><\/figure>\n<\/div>\n\n\n<p>As the company continues to evolve, its architectural roadmap includes critical upgrades aimed at further optimizing scalability, performance, and analytical capabilities. One of the key components in this future architecture is the replacement of <a href=\"https:\/\/docs.pingcap.com\/tidb\/stable\/tidb-binlog-overview\">TiDB Binlog<\/a> (composed of Pump and Drainer) with <a href=\"https:\/\/docs.pingcap.com\/tidb\/stable\/ticdc-overview\">TiCDC<\/a>. This transition is necessary to improve data replication and streaming capabilities, providing real-time data processing and ensuring minimal latency in the system&#8217;s transactional operations. TiCDC will enhance the overall data synchronization between the components, making the architecture more resilient and responsive to dynamic data flows.<\/p>\n\n\n\n<p>In addition to this, the company also plans to introduce <a href=\"https:\/\/docs.pingcap.com\/tidb\/stable\/tiflash-overview\">TiFlash<\/a> to replace Amazon Aurora&#8217;s OLAP functionalities, which will simplify the overall system architecture and reduce operational overhead.<\/p>\n\n\n\n<p>This forward-looking strategy will allow the company to maintain its leadership in the FinTech space, continuously delivering high-performance services that adapt to evolving market needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>This Japanese FinTech company\u2019s successful migration to TiDB has not only resolved its critical scalability and performance issues but also set a benchmark for similar businesses grappling with rapid growth and complex transactions. By choosing TiDB, it leveraged a horizontally scalable, MySQL-compatible database solution that minimized application changes and simplified management.<\/p>\n\n\n\n<p>For businesses experiencing similar challenges\u2014whether it&#8217;s due to exponential user growth, high transaction volumes, or the need for reliable disaster recovery\u2014TiDB offers a compelling solution. Its ability to provide horizontal scalability and strong consistency without complex sharding makes it an attractive choice for companies in sectors like FinTech, E-Commerce, and beyond. TiDB\u2019s architecture ensures your database infrastructure can seamlessly keep pace as your business scales, offering robust performance and reliability.<\/p>","protected":false},"excerpt":{"rendered":"<p>A leading Japanese FinTech company experienced rapid growth, fueled by a popular mobile payment application. The company faced significant challenges in managing its database infrastructure with a user base surpassing 65 million while processing over $67 billion in annual transactions. The core payment system, initially built on Amazon Aurora MySQL, struggled to keep pace with [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":19183,"template":"","tags":[16,9,244,111],"customer":[280],"industry":[184],"class_list":["post-19173","case-study","type-case-study","status-publish","has-post-thumbnail","hentry","tag-distributed-system","tag-scalability","tag-ticdc","tag-tidb","customer-top-japanese-fintech-company","industry-fintech"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top Fintech Company Optimizes Payment Systems with TiDB<\/title>\n<meta name=\"description\" content=\"Explore how the fintech company migrated to TiDB to overcome the performance bottlenecks with its primary payment systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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