{"id":34849,"date":"2026-05-21T14:09:12","date_gmt":"2026-05-21T06:09:12","guid":{"rendered":"https:\/\/aiportek.com\/?p=34849"},"modified":"2026-05-21T14:09:18","modified_gmt":"2026-05-21T06:09:18","slug":"arangodb-multi-model-database-vs-polyglot-persistence","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/","title":{"rendered":"[HTC Expert Opinion] Why the mixing of \"Linked Database + Graph Database\" will push the system to the high complexity threshold?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"34849\" class=\"elementor elementor-34849\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&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-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\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-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_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-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\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 class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-1f96cecf\" data-id=\"1f96cecf\" data-element_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-d303089 elementor-widget elementor-widget-text-editor\" data-id=\"d303089\" data-element_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>Lorem ipsum dolor sit amet, consectetur adipiscing elit. 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class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[HTC Expert Opinion] Why the mixing of \"Linked Database + Graph Database\" will push the system to the high complexity threshold?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" 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elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2026\/05\/21\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>May 21, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8309a elementor-widget elementor-widget-text-editor\" data-id=\"3a8309a\" data-element_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 data-path-to-node=\"6\">\u591a\u6a21\u578b\u6578\u64da\u5eab\uff08Multi-model Database\uff09\u4e4b\u6240\u4ee5\u51fa\u73fe\uff0c\u6838\u5fc3\u80cc\u666f\u5f80\u5f80\u4e0d\u662f\u300c\u6578\u64da\u5eab\u7a2e\u985e\u4e0d\u5920\u300d\uff0c\u800c\u662f\u696d\u52d9\u7cfb\u7d71\u7684\u8907\u96dc\u5ea6\u6301\u7e8c\u6500\u5347\uff0c\u8b93\u55ae\u4e00\u6a21\u578b\u5f88\u96e3\u540c\u6642\u6eff\u8db3\u300c\u5c6c\u6027\u67e5\u8a62\u300d\u8207\u300c\u95dc\u4fc2\u904d\u6b77\u300d\u7684\u6df7\u5408\u9700\u6c42\u3002\u7576\u300c\u95dc\u806f\u5f0f\u6578\u64da\u5eab\uff08Relational DB\uff09\uff0b \u5716\u6578\u64da\u5eab\uff08Graph DB\uff09\u300d\u88ab\u653e\u9032\u540c\u4e00\u689d\u696d\u52d9\u93c8\u8def\u3001\u4e00\u8d77\u627f\u8f09\u95dc\u806f\u578b\u696d\u52d9\u908f\u8f2f\u6642\uff0c\u7cfb\u7d71\u67b6\u69cb\u8907\u96dc\u5ea6\u5e38\u6703\u4ee5\u975e\u7dda\u6027\u7684\u901f\u5ea6\u4e0a\u5347\uff0c\u4e14\u4e0a\u5347\u5e45\u5ea6\u5f80\u5f80\u8d85\u51fa\u8a2d\u8a08\u521d\u671f\u7684\u9810\u671f\u3002<\/p>\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-853e9ed elementor-widget elementor-widget-image\" data-id=\"853e9ed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1024x683.jpeg\" class=\"attachment-large size-large wp-image-34451\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1024x683.jpeg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-300x200.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-768x512.jpeg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1536x1024.jpeg 1536w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-2048x1366.jpeg 2048w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-18x12.jpeg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-600x400.jpeg 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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-d3381e7 elementor-widget elementor-widget-text-editor\" data-id=\"d3381e7\" data-element_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 data-path-to-node=\"7\">\u5e38\u898b\u7684\u67b6\u69cb\u6f14\u9032\u8def\u5f91\u662f\uff1a\u539f\u672c\u7684\u95dc\u806f\u5f0f\u6578\u64da\u5eab\u7e7c\u7e8c\u5b58\u653e\u5be6\u9ad4\u6578\u64da\u8207\u6838\u5fc3\u6b04\u4f4d\uff1b\u65b0\u589e\u5716\u6578\u64da\u5eab\u5c08\u9580\u5b58\u653e\u5be6\u9ad4\u9593\u7684\u95dc\u4fc2\uff0c\u4e3b\u653b\u591a\u8df3\u67e5\u8a62\uff08Multi-hop Traversal\uff09\uff1b\u7136\u5f8c\u7531\u61c9\u7528\u5c64\uff08Application Layer\uff09\u8ca0\u8cac\u628a\u5169\u908a\u7684\u7d50\u679c\u300c\u9ecf\u300d\u56de\u540c\u4e00\u500b\u56de\u50b3\u7269\u4ef6\u3002\u8a2d\u8a08\u6587\u4ef6\u4e0a\u770b\u8d77\u4f86\u908a\u754c\u6e05\u695a\uff1a\u95dc\u806f\u5f0f\u56de\u7b54\u300c\u6578\u64da\u662f\u4ec0\u9ebc\u300d\u3001\u5716\u6578\u64da\u5eab\u56de\u7b54\u300c\u6578\u64da\u600e\u9ebc\u9023\u300d\uff0c\u4f46\u771f\u5be6\u4e16\u754c\u7684\u67e5\u8a62\u9700\u6c42\u5e7e\u4e4e\u4e0d\u6703\u4e56\u4e56\u5f85\u5728\u55ae\u4e00\u6a21\u578b\u88e1\u3002<\/p><p data-path-to-node=\"8\">\u5be6\u52d9\u4e0a\uff0c\u591a\u6578\u67e5\u8a62\u90fd\u662f\u300c\u5c6c\u6027 \uff0b \u95dc\u4fc2\u300d\u7684\u6df7\u5408\u578b\u614b\uff1a\u5148\u6488\u53d6\u300c\u8fd1 30 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\u6e05\u55ae\u3001\u518d\u540c\u6b65\u6216\u5373\u6642\u63a8\u9001\u5230\u5716\u6578\u64da\u5eab\u3001\u5728\u5716\u88e1\u9762\u505a\u904d\u6b77\u3001\u6700\u5f8c\u56de\u5230\u61c9\u7528\u5c64\u9032\u884c\u4e8c\u6b21\u62fc\u88dd\u8207\u52a0\u5de5\u3002\u771f\u6b63\u541e\u566c\u4f01\u696d\u958b\u767c\u6210\u672c\u7684\uff0c\u5f80\u5f80\u662f\u300c\u8de8\u7cfb\u7d71\u62fc\u63a5\u67e5\u8a62\u8a9e\u610f\u300d\uff0c\u800c\u4e0d\u662f\u67d0\u4e00\u500b\u6578\u64da\u5eab\u672c\u8eab\u3002<\/p><p data-path-to-node=\"9\">\u63a5\u8457\uff0c\u6280\u8853\u5718\u968a\u6703\u9047\u5230\u66f4\u68d8\u624b\u7684\u6578\u64da\u4e00\u81f4\u6027\uff08Data Consistency\uff09\u554f\u984c\uff1a<\/p><ul><li data-path-to-node=\"10,0,0\">\u5be6\u9ad4\u5728\u95dc\u806f\u5f0f\u6578\u64da\u5eab\u88ab\u522a\u9664\u4e86\uff0c\u5716\u6578\u64da\u5eab\u88e1\u7684\u908a\uff08Edge\uff09\u6c92\u6e05\u4e7e\u6de8\uff0c\u67e5\u8a62\u5c31\u6703\u5192\u51fa\u300c\u5e7d\u9748\u95dc\u4fc2\u300d\uff1b<\/li><li data-path-to-node=\"10,1,0\">\u95dc\u806f\u5f0f\u88e1\u7684\u95dc\u9375\u5c6c\u6027\u66f4\u65b0\u4e86\uff08\u4f8b\u5982\u7528\u6236\u72c0\u614b\u3001\u5e33\u6236\u7b49\u7d1a\uff09\uff0c\u4f46\u5716\u7684\u5206\u6790\u4ecd\u7136\u5403\u5230\u820a\u6578\u64da\uff0c\u5c0e\u81f4\u7d50\u679c\u5931\u771f\uff1b<\/li><li data-path-to-node=\"10,2,0\">\u540c\u4e00\u500b\u696d\u52d9\u52d5\u4f5c\u8981\u540c\u6642\u4fee\u6539\u5169\u908a\u6578\u64da\u6642\uff0c\u5169\u6b21\u5beb\u5165\u5f88\u96e3\u505a\u5230\u539f\u5b50\u6027\uff08Atomicity\uff09\uff0c\u5e38\u51fa\u73fe\u300c\u4e00\u908a\u6210\u529f\u3001\u4e00\u908a\u5931\u6557\u300d\u7684\u7a98\u5883\u3002<\/li><\/ul><p data-path-to-node=\"11\">\u70ba\u4e86\u88dc\u6551\u9019\u4e9b\u67b6\u69cb\u6f0f\u6d1e\uff0c\u5718\u968a\u901a\u5e38\u6703\u52a0\u4e0a\u4e8b\u4ef6\u9a45\u52d5\u67b6\u69cb\uff08Event-driven Architecture\uff09\uff0f\u8a0a\u606f\u968a\u5217\uff08Message Queue\uff09\u3001\u88dc\u511f\u6a5f\u5236\u3001\u5b9a\u671f\u6aa2\u6838\u8207\u4fee\u5fa9\u4efb\u52d9\uff0c\u4e26\u5728\u696d\u52d9\u5c64\u63a5\u53d7\u67d0\u7a2e\u7a0b\u5ea6\u7684\u6700\u7d42\u4e00\u81f4\u6027\uff08Eventual Consistency\uff09\uff1b\u4f46\u9019\u4e9b\u300c\u88dc\u5f37\u300d\u63aa\u65bd\u6703\u9010\u6b65\u628a\u7cfb\u7d71\u91cd\u5fc3\u5f9e\u5275\u9020\u696d\u52d9\u50f9\u503c\uff0c\u8f49\u79fb\u5230\u5bb9\u932f\u8207\u7cfe\u932f\u4e4b\u4e0a\u3002<\/p><p data-path-to-node=\"12\">\u66f4\u5bb9\u6613\u88ab\u5ffd\u7565\u3001\u4f46\u6bba\u50b7\u529b\u6975\u5f37\u7684\u662f\u4ea4\u6613\uff0f\u4e8b\u52d9\uff08Transaction\uff09\u8a9e\u610f\u88ab\u62c6\u788e\uff1a\u539f\u672c\u5728\u55ae\u4e00\u6578\u64da\u5eab\u4e2d\uff0c\u4e00\u500b\u696d\u52d9\u64cd\u4f5c\u53ef\u4ee5\u5305\u5728\u540c\u4e00\u500b ACID \u4ea4\u6613\u88e1\uff0c\u5931\u6557\u5c31\u5b8c\u6574\u56de\u6efe\uff08Rollback\uff09\uff1b\u6df7\u7528\u4e4b\u5f8c\uff0c\u4e00\u6b21\u696d\u52d9\u64cd\u4f5c\u8b8a\u6210\u591a\u6b21\u8de8\u7cfb\u7d71\u5beb\u5165\uff0c\u5f37\u4e00\u81f4\u6027\uff08Strong Consistency\uff09\u5e38\u9000\u5316\u6210\u6700\u7d42\u4e00\u81f4\u6027\uff0c\u56de\u6efe\u908f\u8f2f\u4e5f\u88ab\u8feb\u4e0a\u79fb\u5230\u61c9\u7528\u5c64\u624b\u52d5\u7de8\u5beb\u3002\u7d50\u679c\u5c31\u662f\uff1a\u72c0\u614b\u5224\u65b7\u5145\u65a5\u5728\u6838\u5fc3\u6d41\u7a0b\u4e2d\u3001\u932f\u8aa4\u8655\u7406\u300c\u5165\u4fb5\u300d\u696d\u52d9\u7a0b\u5f0f\u78bc\u3001\u7cfb\u7d71\u884c\u70ba\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u96e3\u4ee5\u63a8\u7406\u3002\u6392\u67e5\u4e00\u500b\u554f\u984c\u9700\u8981\u8de8\u5169\u5957\u6578\u64da\u5eab\u8207\u6574\u689d\u547c\u53eb\u93c8\uff0c\u5b9a\u4f4d\u6210\u672c\u5927\u5e45\u98c6\u5347\u3002<\/p><p data-path-to-node=\"13\">\u7576\u8907\u96dc\u5ea6\u7d2f\u7a4d\u5230\u67d0\u500b\u81e8\u754c\u9ede\uff0c\u67b6\u69cb\u53cd\u800c\u6703\u9650\u5236\u696d\u52d9\u7684\u6f14\u9032\u901f\u5ea6\uff1a\u4e00\u500b\u5fae\u5c0f\u7684\u9700\u6c42\u53ef\u80fd\u540c\u6642\u9700\u8981\u4fee\u6539\u95dc\u806f\u5f0f\u6578\u64da\u5eab\u3001\u5716\u6578\u64da\u5eab\u3001\u540c\u6b65\u7ba1\u9053\uff08Pipelines\uff09\u8207\u61c9\u7528\u5c64\u62fc\u88dd\uff1b\u4e00\u500b\u5c0f\u7570\u5e38\u53ef\u80fd\u8981\u8de8\u591a\u500b\u6280\u8853\u68e7\uff08\u6578\u64da\u5eab\u3001\u968a\u5217\u3001\u670d\u52d9\uff09\u8ffd\u67e5\u6578\u5929\u3002\u5718\u968a\u7684\u6280\u8853\u6c7a\u7b56\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u4fdd\u5b88\uff0c\u56e0\u70ba\u4efb\u4f55\u6539\u52d5\u90fd\u53ef\u80fd\u8e29\u7206\u65e2\u6709\u7684\u8de8\u7cfb\u7d71\u8026\u5408\u9ede\u3002\u9019\u6642\uff0c\u4f01\u696d\u5373\u4fbf\u64c1\u6709\u4e86\u5f88\u5f37\u7684\u5716\u67e5\u8a62\u80fd\u529b\uff0c\u4e5f\u5e38\u5e38\u88ab\u300c\u6574\u5408\u8207\u4e00\u81f4\u6027\u6210\u672c\u300d\u5fb9\u5e95\u541e\u6c92\u3002<\/p><p data-path-to-node=\"14\">\u6240\u4ee5\u554f\u984c\u4e0d\u5728\u300c\u5716\u6578\u64da\u5eab\u300d\u672c\u8eab\uff0c\u800c\u5728\u65bc\u300c\u5206\u88c2\u7684\u6578\u64da\u8996\u5716\uff08Split Data Views\uff09\u300d\uff1a\u540c\u4e00\u500b\u696d\u52d9\u8996\u5716\u88ab\u786c\u751f\u751f\u62c6\u6210\u5169\u5957\uff08\u5be6\u9ad4\uff0f\u5c6c\u6027\u5728\u95dc\u806f\u5f0f\uff0c\u95dc\u4fc2\u5728\u5716\u6578\u64da\u5eab\uff09\uff0c\u61c9\u7528\u5c64\u88ab\u8feb\u627f\u64d4\u300c\u6574\u5408\u6578\u64da\u8a9e\u610f\u300d\u7684\u8cac\u4efb\uff0c\u800c\u9019\u672c\u4f86\u61c9\u8a72\u76e1\u91cf\u7531\u6578\u64da\u5c64\u53bb\u5438\u6536\u3002\u696d\u754c\u4e5f\u5e38\u628a\u300c\u540c\u4e00\u500b\u61c9\u7528\u540c\u6642\u4f7f\u7528\u591a\u7a2e\u6578\u64da\u5eab\u300d\u7684\u7b56\u7565\u7a31\u70ba\u591a\u8a9e\u8a00\u6301\u4e45\u5316\uff08Polyglot Persistence\uff09\uff0c\u5176\u512a\u9ede\u662f\u5404\u53d6\u6240\u9577\uff0c\u4f46\u4ee3\u50f9\u662f\u6574\u5408\u8207\u4e00\u81f4\u6027\u96e3\u5ea6\u66f4\u9ad8\u3001\u7dad\u904b\u8207\u71df\u904b\u8907\u96dc\u5ea6\u5927\u5e45\u63d0\u5347\u3002<\/p><p data-path-to-node=\"15\">\u56de\u5230\u591a\u6a21\u578b\u6578\u64da\u5eab\uff08Multi-model Database\uff09\u7684\u89e3\u6c7a\u601d\u8def\uff1a\u6838\u5fc3\u91cd\u9ede\u662f\u300c\u7d71\u4e00\u300d\uff0c\u800c\u4e0d\u662f\u5728\u540c\u4e00\u689d\u6838\u5fc3\u93c8\u8def\u4e0a\u4e0d\u65b7\u5730\u300c\u758a\u52a0\u300d\u6280\u8853\u68e7\u3002\u5b83\u60f3\u56de\u7b54\u7684\u662f\uff1a<\/p><ol><li data-path-to-node=\"16,0,0\">\u80fd\u4e0d\u80fd\u5728\u540c\u4e00\u500b\u7cfb\u7d71\u5167\u540c\u6642\u8868\u9054\u5be6\u9ad4\u3001\u5c6c\u6027\u8207\u95dc\u4fc2\uff1f<\/li><li data-path-to-node=\"16,1,0\">\u80fd\u4e0d\u80fd\u7528\u4e00\u6b21\u67e5\u8a62\u540c\u6642\u505a\u5230\u5c6c\u6027\u904e\u6ffe\u8207\u95dc\u4fc2\u904d\u6b77\uff1f<\/li><li data-path-to-node=\"16,2,0\">\u80fd\u4e0d\u80fd\u5728\u4e00\u81f4\u7684\u4ea4\u6613\u8a9e\u610f\uff08Transaction Semantics\uff09\u4e0b\u66f4\u65b0\u5be6\u9ad4\u8207\u95dc\u4fc2\uff0c\u907f\u514d\u4ea4\u6613\u908a\u754c\u88ab\u62c6\u6563\uff1f<\/li><\/ol>\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-a726c04 elementor-widget elementor-widget-image\" data-id=\"a726c04\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"365\" height=\"352\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-3.svg\" class=\"attachment-large size-large wp-image-34851\" alt=\"\" \/>\t\t\t\t\t\t\t\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-845e4af elementor-widget elementor-widget-text-editor\" data-id=\"845e4af\" data-element_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 data-path-to-node=\"17\">in order to <b data-path-to-node=\"17\" data-index-in-node=\"2\">ArangoDB<\/b> \u70ba\u4f8b\uff0c\u5176\u5b98\u65b9\u6587\u4ef6\u660e\u78ba\u5217\u51fa\u5728\u55ae\u6a5f\uff08Single Server\uff09\u60c5\u5883\u4e0b\uff0c\u591a\u6587\u4ef6\uff0f\u591a\u96c6\u5408\uff08Multi-document\/Multi-collection\uff09\u67e5\u8a62\u53ef\u63d0\u4f9b\u5b8c\u6574\u7684 ACID \u4ea4\u6613\/\u4e8b\u52d9\u4fdd\u8b49\u3002<\/p><p data-path-to-node=\"18\">\u6700\u5f8c\u8679\u79d1\uff08HongKe\uff09\u60f3\u8981\u5f37\u8abf\uff1a\u300c\u95dc\u806f\u5f0f \uff0b \u5716\u6578\u64da\u5eab\u300d\u7684\u6df7\u7528\u67b6\u69cb\u4e26\u975e\u539f\u7f6a\uff0c\u4f46\u5b83\u6709\u5176\u56b4\u683c\u7684\u524d\u63d0\uff1a\u696d\u52d9\u908a\u754c\u8db3\u5920\u6e05\u695a\u3001\u7cfb\u7d71\u898f\u6a21\u53ef\u63a7\u3001\u4e14\u5718\u968a\u6709\u8db3\u5920\u7684\u4eba\u529b\u8207\u8cc7\u6e90\u9577\u671f\u627f\u64d4\u6578\u64da\u540c\u6b65\u8207\u4e00\u81f4\u6027\u7684\u7dad\u8b77\u6210\u672c\u3002\u5982\u679c\u60a8\u4f01\u696d\u7576\u524d\u7684\u4e3b\u8981\u77db\u76fe\u5df2\u7d93\u662f\u7cfb\u7d71\u8907\u96dc\u5ea6\u672c\u8eab\uff0c\u90a3\u9ebc\u518d\u8a66\u5716\u7528\u300c\u591a\u52a0\u4e00\u500b\u6578\u64da\u5eab\u300d\u53bb\u89e3\u6c7a\u55ae\u9ede\u554f\u984c\uff0c\u5f88\u5bb9\u6613\u9677\u5165\u300c\u8d8a\u758a\u52a0\u3001\u8d8a\u81c3\u816b\u300d\u7684\u60e1\u6027\u5faa\u74b0\u3002\u591a\u6a21\u578b\u6578\u64da\u5eab\u7684\u67b6\u69cb\u50f9\u503c\uff0c\u6070\u6070\u5728\u65bc\u900f\u904e\u300c\u5c11\u4e00\u7a2e\u62c6\u5206\u300d\uff0c\u53bb\u5927\u5e45\u6e1b\u5c11\u8de8\u7cfb\u7d71\u6280\u8853\u9ecf\u5408\u6240\u5e36\u4f86\u7684\u96b1\u6027\u96b1\u85cf\u6210\u672c\u3002<\/p>\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-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/aiportek.com\/arangodb\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Go to the ArangoDB product page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34591 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-decisions tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"984\" height=\"438\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp\" class=\"attachment-full size-full wp-image-34596\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp 984w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-300x134.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-768x342.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-600x267.webp 600w\" sizes=\"(max-width: 984px) 100vw, 984px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHongke Solutions] Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Just because a process is fast doesn't mean a decision is fast! HongKe explains how to systematize \"decision logic\" through the Decisions platform. From discount authorization to risk management, decision automation can dramatically improve consistency and compliance, helping Hong Kong and Southeast Asian companies achieve high-quality growth. Learn more about our automation upgrades today!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" aria-label=\"Read more about Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 8, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34849 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-arangodb tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"365\" height=\"352\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-3.svg\" class=\"attachment-full size-full wp-image-34851\" alt=\"\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[HTC Expert Opinion] Why the mixing of \"Linked Database + Graph Database\" will push the system to the high complexity threshold?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Enterprises blindly mixing \"federated databases + graph databases\" often lead to a surge in system architecture complexity due to data consistency, fragmented ACID transaction boundaries, and cross-system splicing of application layers. HongKe brings you an in-depth look at the maintenance cost of Polyglot Persistence, and demystifies how multi-model DBs such as ArangoDB can reduce the hidden cost of enterprise IT with a \"unified framework\".<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u5c08\u5bb6\u89c0\u9ede\u3011\u70ba\u4ec0\u9ebc\u300c\u95dc\u806f\u5f0f\u6578\u64da\u5eab \uff0b \u5716\u6578\u64da\u5eab\u300d\u6df7\u7528\uff0c\u6703\u628a\u7cfb\u7d71\u63a8\u5411\u9ad8\u8907\u96dc\u5ea6\u7684\u81e8\u754c\u9ede\uff1f\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 21, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34820 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-peak tag-38\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"537\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7.webp\" class=\"attachment-full size-full wp-image-34821\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-300x149.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-1024x509.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-768x382.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-18x9.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-600x298.webp 600w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHONGKE Solutions] ECU Test Verification Solution: HONGKE PCAN-USB Pro FD for Flexible HiL Platforms\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>To address the high cost and rigidity of traditional HiL test benches, leading automotive suppliers have adopted the PCAN-USB Pro FD interface card from Avision. The solution supports CAN FD\/LIN with 500V optocoupler isolation and 1\u03bcs high-precision time stamping, which helps radar ECUs realize cost-effective, flexible and automated hardware verification. Click here to learn more!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" aria-label=\"Read more about ECU Test Solution: Hongke PCAN-USB Pro FD for Flexible HiL Platforms\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 20, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"32\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Enterprises blindly mixing \"federated databases + graph databases\" often lead to a surge in system architecture complexity due to data consistency, fragmented ACID transaction boundaries, and cross-system splicing of application layers. HongKe brings you an in-depth look at the maintenance cost of Polyglot Persistence, and demystifies how multi-model DBs such as ArangoDB can reduce the hidden cost of enterprise IT with a \"unified framework\".<\/p>","protected":false},"author":1,"featured_media":34851,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12],"tags":[72,36],"class_list":["post-34849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-12","tag-arangodb","tag-36"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/comments?post=34849"}],"version-history":[{"count":5,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/revisions"}],"predecessor-version":[{"id":34855,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/34849\/revisions\/34855"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/34851"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=34849"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=34849"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=34849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}