{"id":1060,"date":"2026-03-08T21:12:38","date_gmt":"2026-03-08T13:12:38","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=1060"},"modified":"2026-03-08T21:12:43","modified_gmt":"2026-03-08T13:12:43","slug":"1060","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=1060","title":{"rendered":""},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Seer: Accelerating Blockchain Transaction Execution by Fine-Grained Branch Prediction<\/h1>\n\n\n\n<p>Source: <a href=\"https:\/\/www.ndnlab.com\/\">https:\/\/www.ndnlab.com\/<\/a><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Zhang S, Cheng R, Liu X, et al. Seer: Accelerating Blockchain Transaction Execution by Fine-Grained Branch Prediction[J]. Proceedings of the VLDB Endowment, 2024, 18(3): 822-835.<\/p>\n<\/blockquote>\n\n\n\n<p>\u968f\u7740\u53bb\u4e2d\u5fc3\u5316\u5e94\u7528\uff08dApps\uff09\u5728\u4ee5\u592a\u574a\u7b49\u516c\u94fe\u4e0a\u7684\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u667a\u80fd\u5408\u7ea6\u4ea4\u6613\u7684\u6267\u884c\u5f00\u9500\u5df2\u6210\u4e3a\u5236\u7ea6\u533a\u5757\u94fe\u6027\u80fd\u7684\u6838\u5fc3\u74f6\u9888\u3002\u9884\u6267\u884c\uff08Pre-execution\uff09\u662f\u4e00\u79cd\u88ab\u5e7f\u6cdb\u91c7\u7528\u7684\u52a0\u901f\u624b\u6bb5\uff0c\u4f46\u5f53\u9762\u5bf9\u5305\u542b\u5927\u91cf\u72b6\u6001\u53d8\u91cf\u76f8\u5173\u5206\u652f\u7684\u73b0\u4ee3\u667a\u80fd\u5408\u7ea6\u65f6\uff0c\u9884\u6267\u884c\u7684\u6548\u679c\u5927\u6253\u6298\u6263\u3002\u53d1\u8868\u4e8e PVLDB 2024 \u7684\u7814\u7a76 Seer\uff0c\u901a\u8fc7\u5f15\u5165\u7ec6\u7c92\u5ea6\u7684\u5206\u652f\u9884\u6d4b\u673a\u5236\uff0c\u4f7f\u9884\u6267\u884c\u7684\u7ed3\u679c\u5728\u5b9e\u9645\u6267\u884c\u4e2d\u5f97\u4ee5\u6700\u5927\u7a0b\u5ea6\u590d\u7528\uff0c\u5728\u771f\u5b9e\u4ee5\u592a\u574a\u8d1f\u8f7d\u4e0b\u5b9e\u73b0\u4e86\u5e73\u5747 20.6 \u500d\u7684\u6574\u4f53\u52a0\u901f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a\uff1a\u9884\u6267\u884c\u4e3a\u4f55&#8221;\u5931\u7075&#8221;<\/h2>\n\n\n\n<p>\u4ee5\u592a\u574a\u91c7\u7528&#8221;\u4f20\u64ad-\u5171\u8bc6-\u6267\u884c&#8221;\uff08DiCE\uff09\u6a21\u578b\u5904\u7406\u4ea4\u6613\uff0c\u667a\u80fd\u5408\u7ea6\u4ea4\u6613\u7ea6\u5360\u4ee5\u592a\u574a\u603b\u8d1f\u8f7d\u7684 70%\u3002\u4e3a\u4e86\u52a0\u901f\u6267\u884c\u9636\u6bb5\uff0c\u8282\u70b9\u901a\u5e38\u5728\u5171\u8bc6\u9636\u6bb5\u5e76\u884c\u5bf9\u4ea4\u6613\u8fdb\u884c\u9884\u6267\u884c\uff0c\u5c06 I\/O \u548c\u8ba1\u7b97\u5f00\u9500\u4ece\u5173\u952e\u8def\u5f84\u4e0a\u5378\u8f7d\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u73b0\u4ee3\u667a\u80fd\u5408\u7ea6\u903b\u8f91\u65e5\u8d8b\u590d\u6742\uff0c\u5185\u90e8\u5305\u542b\u5927\u91cf\u4e0e\u72b6\u6001\u53d8\u91cf\u76f8\u5173\u7684\u5206\u652f\u6761\u4ef6\uff08SV-conditions\uff09\u3002\u7531\u4e8e\u9884\u6267\u884c\u57fa\u4e8e\u4e0a\u4e00\u4e2a\u533a\u5757\u63d0\u4ea4\u540e\u7684\u72b6\u6001\u5feb\u7167\uff0c\u800c\u5b9e\u9645\u6267\u884c\u65f6\u72b6\u6001\u5df2\u7ecf\u53d1\u751f\u53d8\u5316\uff0c\u9884\u6267\u884c\u8def\u5f84\u4e0e\u5b9e\u9645\u6267\u884c\u8def\u5f84\u53ef\u80fd\u51fa\u73b0\u504f\u79bb\u3002\u8bba\u6587\u5bf9\u4ee5\u592a\u574a\u771f\u5b9e\u6570\u636e\u7684\u5206\u6790\u8868\u660e\uff0c\u6bcf\u7b14\u5408\u7ea6\u4ea4\u6613\u5e73\u5747\u5305\u542b 4.1 \u4e2a\u72b6\u6001\u53d8\u91cf\u76f8\u5173\u5206\u652f\uff0c\u968f\u7740\u9884\u6267\u884c\u89c4\u6a21\u589e\u5927\uff0c\u8def\u5f84\u504f\u5dee\u7684\u6bd4\u4f8b\u6301\u7eed\u4e0a\u5347\u3002\u8fd9\u4e0d\u4ec5\u5bfc\u81f4\u7f13\u5b58\u7684\u9884\u6267\u884c\u7ed3\u679c\u65e0\u6cd5\u590d\u7528\uff0c\u8fd8\u4f1a\u4f7f\u5e76\u53d1\u6267\u884c\u4e2d\u7684\u51b2\u7a81\u68c0\u6d4b\u51fa\u73b0\u8bef\u5224\uff0c\u6700\u7ec8\u62c9\u9ad8\u4ea4\u6613\u7684\u4e2d\u6b62\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"422\" height=\"273\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-3.png\"  class=\"wp-image-1061\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-3.png 422w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-3-300x194.png 300w\" sizes=\"auto, (max-width: 422px) 100vw, 422px\" title=\"\u63d2\u56fe\" alt=\"\u63d2\u56fe\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u6838\u5fc3\u8bbe\u8ba1\uff1a\u4e24\u7ea7\u5206\u652f\u9884\u6d4b\u673a\u5236<\/h2>\n\n\n\n<p>Seer \u7684\u6838\u5fc3\u601d\u8def\u662f\uff1a\u4e0d\u8d70&#8221;\u66b4\u529b\u904d\u5386\u6240\u6709\u8def\u5f84&#8221;\u7684\u8001\u8def\uff0c\u4e5f\u4e0d\u653e\u5f03\u72b6\u6001\u76f8\u5173\u7684\u64cd\u4f5c\uff0c\u800c\u662f\u7cbe\u51c6\u9884\u6d4b\u6bcf\u4e00\u4e2a\u72b6\u6001\u53d8\u91cf\u5206\u652f\u7684\u8d70\u5411\u3002<\/p>\n\n\n\n<p>\u6574\u4e2a\u7cfb\u7edf\u7531\u4e09\u5927\u7ec4\u4ef6\u6784\u6210\uff1a\u4ea4\u6613\u6392\u5e8f\u6a21\u62df\u5668\uff08Transaction Ordering Simulator\uff09\u3001\u5206\u652f\u9884\u6d4b\u5668\uff08Branch Predictor\uff09\u548c\u6267\u884c\u8c03\u5ea6\u5668\uff08Execution Scheduler\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u9884\u6267\u884c\u9636\u6bb5\uff0c\u4ea4\u6613\u6392\u5e8f\u6a21\u62df\u5668\u6839\u636e Gas \u8d39\u5bf9\u4ea4\u6613\u6c60\u4e2d\u7684\u4ea4\u6613\u8fdb\u884c\u6392\u5e8f\uff0c\u6a21\u62df\u5b9e\u9645\u6267\u884c\u987a\u5e8f\u3002\u5206\u652f\u9884\u6d4b\u5668\u5219\u8d1f\u8d23\u5728\u9884\u6267\u884c\u8fc7\u7a0b\u4e2d\u8bc6\u522b\u548c\u9884\u6d4b\u72b6\u6001\u53d8\u91cf\u76f8\u5173\u7684\u5206\u652f\u65b9\u5411\u3002Seer \u63d0\u51fa\u4e86\u57fa\u4e8e\u6808\u8ffd\u8e2a\u7684\u5206\u652f\u8bc6\u522b\u65b9\u6cd5\uff0c\u901a\u8fc7\u6807\u8bb0 SLOAD \u6307\u4ee4\u83b7\u53d6\u7684\u72b6\u6001\u53d8\u91cf\uff0c\u5728\u9047\u5230\u6bd4\u8f83\u64cd\u4f5c\u7801\u65f6\u81ea\u52a8\u8bc6\u522b\u51fa SV-condition\uff0c\u65e0\u9700\u4f9d\u8d56\u5408\u7ea6\u6e90\u4ee3\u7801\u6216\u53cd\u7f16\u8bd1\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u9884\u6d4b\u673a\u5236\u5206\u4e3a\u4e24\u4e2a\u5c42\u7ea7\u3002\u7b2c\u4e00\u5c42\u662f\u57fa\u4e8e\u591a\u7248\u672c\u7f13\u5b58\u7684\u72b6\u6001\u9884\u6d4b\uff1aSeer \u7ef4\u62a4\u4e00\u4e2a\u591a\u7248\u672c\u7f13\u5b58\u7ed3\u6784\uff0c\u8bb0\u5f55\u9884\u6267\u884c\u8fc7\u7a0b\u4e2d\u72b6\u6001\u53d8\u91cf\u7684\u6240\u6709\u5199\u7248\u672c\uff0c\u4f7f\u540e\u7eed\u4ea4\u6613\u80fd\u591f\u8bfb\u5230\u6700\u65b0\u7684\u72b6\u6001\u503c\u6765\u5224\u65ad\u5206\u652f\u65b9\u5411\u3002\u7b2c\u4e8c\u5c42\u662f\u57fa\u4e8e\u611f\u77e5\u5668\u6a21\u578b\u7684\u8f7b\u91cf\u9884\u6d4b\uff1a\u5bf9\u4e8e\u65b9\u5411\u5386\u53f2\u5448\u73b0\u89c4\u5f8b\u6027\u7684\u5206\u652f\uff0cSeer \u91c7\u7528\u4f18\u5316\u540e\u7684 perceptron+ \u6a21\u578b\u76f4\u63a5\u9884\u6d4b\u65b9\u5411\uff0c\u8df3\u8fc7\u591a\u7248\u672c\u7f13\u5b58\u7684\u67e5\u8be2\u5f00\u9500\u3002\u4e24\u5c42\u673a\u5236\u534f\u540c\u5de5\u4f5c\u2014\u2014\u89c4\u5f8b\u5206\u652f\u7531\u611f\u77e5\u5668\u5feb\u901f\u5904\u7406\uff0c\u4e0d\u89c4\u5f8b\u5206\u652f\u56de\u9000\u5230\u591a\u7248\u672c\u72b6\u6001\u9884\u6d4b\uff0c\u517c\u987e\u6548\u7387\u4e0e\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u521b\u65b0\u70b9\uff1a\u57fa\u4e8e\u68c0\u67e5\u70b9\u7684\u5feb\u901f\u8def\u5f84\u6267\u884c<\/h2>\n\n\n\n<p>\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u590d\u7528\u9884\u6267\u884c\u7ed3\u679c\uff0cSeer \u5728\u6bcf\u4e2a SV-condition \u5904\u751f\u6210\u68c0\u67e5\u70b9\u5feb\u7167\uff08Checkpoint Snapshot\uff09\uff0c\u7f13\u5b58\u8be5\u70b9\u4e4b\u524d\u7684\u6267\u884c\u72b6\u6001\uff0c\u5305\u62ec\u8bfb\u5199\u96c6\u3001\u5206\u652f\u4fe1\u606f\u548c EVM \u6267\u884c\u72b6\u6001\uff08\u6808\u3001\u5185\u5b58\u3001\u7a0b\u5e8f\u8ba1\u6570\u5668\u7b49\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u5b9e\u9645\u6267\u884c\u9636\u6bb5\uff0c\u6267\u884c\u8c03\u5ea6\u5668\u9010\u4e00\u9a8c\u8bc1\u6bcf\u4e2a\u68c0\u67e5\u70b9\u4e2d\u7684\u5206\u652f\u9884\u6d4b\u7ed3\u679c\u3002\u5982\u679c\u9884\u6d4b\u6b63\u786e\uff0c\u76f4\u63a5\u590d\u7528\u7f13\u5b58\u7684\u72b6\u6001\u8f6c\u79fb\u7ed3\u679c\uff0c\u8df3\u8fc7 EVM \u7684\u9010\u6307\u4ee4\u6267\u884c\uff1b\u5982\u679c\u9884\u6d4b\u5931\u8d25\uff0c\u5219\u4ece\u6700\u8fd1\u7684\u68c0\u67e5\u70b9\u6062\u590d\u6267\u884c\uff0c\u800c\u975e\u4ece\u5934\u5f00\u59cb\u3002\u8fd9\u79cd\u8bbe\u8ba1\u786e\u4fdd\u4e86\u5373\u4f7f\u90e8\u5206\u9884\u6d4b\u5931\u8d25\uff0c\u5df2\u7ecf\u6b63\u786e\u6267\u884c\u7684\u8def\u5f84\u4ecd\u7136\u53ef\u4ee5\u88ab\u590d\u7528\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u5f53\u9884\u6267\u884c\u8fc7\u7a0b\u4e2d\u6709\u65b0\u7684\u9ad8\u4f18\u5148\u7ea7\u4ea4\u6613\u5230\u8fbe\u65f6\uff0cSeer \u8fd8\u8bbe\u8ba1\u4e86\u8f7b\u91cf\u7ea7\u9884\u6267\u884c\u4fee\u590d\u673a\u5236\u3002\u5b83\u53ea\u68c0\u67e5\u53d7\u5f71\u54cd\u4ea4\u6613\u7684\u5206\u652f\u9884\u6d4b\u7ed3\u679c\u662f\u5426\u4ecd\u7136\u6b63\u786e\uff0c\u4ec5\u5728\u9884\u6d4b\u5931\u6548\u65f6\u624d\u4ece\u76f8\u5e94\u68c0\u67e5\u70b9\u91cd\u65b0\u6267\u884c\uff0c\u907f\u514d\u4e86\u5168\u91cf\u91cd\u542f\u7684\u5f00\u9500\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"399\" height=\"271\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-4.png\"  class=\"wp-image-1062\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-4.png 399w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/03\/image-4-300x204.png 300w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" title=\"\u63d2\u56fe1\" alt=\"\u63d2\u56fe1\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5b9e\u9a8c\u6548\u679c\uff1a\u771f\u5b9e\u4ee5\u592a\u574a\u8d1f\u8f7d\u4e0b\u7684\u6027\u80fd\u9a8c\u8bc1<\/h2>\n\n\n\n<p>\u8bba\u6587\u57fa\u4e8e Geth \u5b9e\u73b0\u4e86 Seer \u7684\u539f\u578b\u7cfb\u7edf\uff0c\u5e76\u4f7f\u7528 2022 \u5e74 1 \u6708\u81f3 5 \u6708\u7684\u771f\u5b9e\u4ee5\u592a\u574a\u4ea4\u6613\u6570\u636e\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n\n\n\n<p>\u5728\u5206\u652f\u9884\u6d4b\u51c6\u786e\u7387\u65b9\u9762\uff0c\u5373\u4f7f\u662f\u590d\u6742\u4ea4\u6613\uff08C-TXs\uff09\uff0c\u7ea6 80% \u7684\u4ea4\u6613\u5b9e\u73b0\u4e86\u6240\u6709\u5206\u652f\u7684\u5b8c\u7f8e\u9884\u6d4b\uff0c\u547d\u4e2d\u7387\u4e0e\u666e\u901a\u4ea4\u6613\u63a5\u8fd1\u3002<\/p>\n\n\n\n<p>\u5728\u4ea4\u6613\u7ea7\u52a0\u901f\u65b9\u9762\uff0cSeer \u5bf9\u590d\u6742\u4ea4\u6613\u7684\u5e73\u5747\u52a0\u901f\u6bd4\u8fbe\u5230 50.2 \u500d\uff0c\u5176\u4e2d 40.6% \u7684\u590d\u6742\u4ea4\u6613\u83b7\u5f97\u4e86 50 \u500d\u4ee5\u4e0a\u7684\u52a0\u901f\uff0c\u8fdc\u8d85 Forerunner \u548c MTPU \u4e24\u4e2a\u57fa\u7ebf\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u5728\u6574\u4f53\u6267\u884c\u9636\u6bb5\uff0cSeer \u7ed3\u5408 OCC-DA \u5e76\u53d1\u63a7\u5236\u65b9\u6848\uff0c\u5b9e\u73b0\u4e86\u5e73\u5747 20.6 \u500d\u7684\u52a0\u901f\u548c\u7ea6 18 Ktps \u7684\u541e\u5410\u91cf\uff0c\u662f\u6240\u6709\u5bf9\u6bd4\u65b9\u6848\u4e2d\u6027\u80fd\u6700\u4f18\u7684\u3002<\/p>\n\n\n\n<p>\u5728\u51b2\u7a81\u68c0\u6d4b\u65b9\u9762\uff0c\u7531\u4e8e Seer \u80fd\u63d0\u4f9b\u66f4\u51c6\u786e\u7684\u8bfb\u5199\u96c6\uff0c\u4ea4\u6613\u4e2d\u6b62\u7387\u59cb\u7ec8\u63a7\u5236\u5728 1% \u4ee5\u4e0b\uff0c\u800c\u4f20\u7edf\u65b9\u6848\u7684\u4e2d\u6b62\u7387\u968f\u89c4\u6a21\u589e\u957f\u53ef\u8fbe 6% \u4ee5\u4e0a\u3002<\/p>\n\n\n\n<p>\u5728\u8d44\u6e90\u5f00\u9500\u65b9\u9762\uff0cSeer \u7684\u5185\u5b58\u6d88\u8017\u4ec5\u4e3a\u539f\u751f\u4ee5\u592a\u574a\u7684 1.22 \u500d\uff0c\u901a\u8fc7\u5c06\u5927\u90e8\u5206\u8ba1\u7b97\u548c I\/O \u64cd\u4f5c\u5378\u8f7d\u5230\u9884\u6267\u884c\u9636\u6bb5\uff0c\u5b9e\u9645\u6267\u884c\u9636\u6bb5\u7684 CPU \u5229\u7528\u7387\u663e\u8457\u964d\u4f4e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u603b\u7ed3\u4e0e\u610f\u4e49<\/h2>\n\n\n\n<p>Seer \u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u8bc1\u660e\u4e86\u4e00\u4e2a\u91cd\u8981\u89c2\u70b9\uff1a\u9762\u5bf9\u667a\u80fd\u5408\u7ea6\u65e5\u76ca\u590d\u6742\u7684\u5206\u652f\u903b\u8f91\uff0c\u901a\u8fc7\u7cbe\u51c6\u9884\u6d4b\u800c\u975e\u66b4\u529b\u904d\u5386\uff0c\u53ef\u4ee5\u5728\u4e0d\u727a\u7272\u6b63\u786e\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u9884\u6267\u884c\u7684\u6f5c\u529b\u5145\u5206\u91ca\u653e\u51fa\u6765\u3002\u5176\u4e24\u7ea7\u5206\u652f\u9884\u6d4b\u673a\u5236\u548c\u68c0\u67e5\u70b9\u5feb\u901f\u8def\u5f84\u6267\u884c\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u5bf9\u4e8e\u672a\u6765\u5904\u7406\u66f4\u590d\u6742\u7684\u94fe\u4e0a\u5e94\u7528\u5177\u6709\u91cd\u8981\u7684\u53c2\u8003\u4ef7\u503c\u3002\u968f\u7740 DeFi\u3001NFT \u7b49\u5e94\u7528\u7684\u6301\u7eed\u6f14\u8fdb\uff0c\u5408\u7ea6\u903b\u8f91\u7684\u590d\u6742\u5ea6\u53ea\u4f1a\u7ee7\u7eed\u589e\u957f\uff0cSeer \u6240\u4ee3\u8868\u7684&#8221;\u9884\u6d4b\u9a71\u52a8\u6267\u884c&#8221;\u8303\u5f0f\u6709\u671b\u6210\u4e3a\u4e0b\u4e00\u4ee3\u533a\u5757\u94fe\u6267\u884c\u5f15\u64ce\u7684\u5173\u952e\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/doi.org\/10.14778\/3712221.3712245\">https:\/\/doi.org\/10.14778\/3712221.3712245<\/a><\/p>\n\n\n\n<p>\u4ee3\u7801\u4ed3\u5e93\uff1a<a href=\"https:\/\/github.com\/CGCL-codes\/SeerEVM\">https:\/\/github.com\/CGCL-codes\/SeerEVM<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Seer: Accelerating Blockchain Transaction Execution by Fine-Grained Branch Prediction Source: https:\/\/www.ndnlab.com\/ Zhang S, Cheng R, Liu X, et al. Seer: Accelerating Blockchain Transaction Execution by Fine-Grained Branch Prediction[J].  &hellip; <a href=\"https:\/\/www.ndnlab.com\/?p=1060\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":1063,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1060","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1060","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1060"}],"version-history":[{"count":1,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1060\/revisions"}],"predecessor-version":[{"id":1064,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1060\/revisions\/1064"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/media\/1063"}],"wp:attachment":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}