{"id":1212,"date":"2026-04-06T18:54:19","date_gmt":"2026-04-06T10:54:19","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=1212"},"modified":"2026-04-06T18:54:21","modified_gmt":"2026-04-06T10:54:21","slug":"from-concept-to-measurement-a-survey-of-how-the-blockchain-trilemma-is-analyzed","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=1212","title":{"rendered":"From Concept to Measurement: A Survey of How the Blockchain Trilemma Is Analyzed"},"content":{"rendered":"\n<p>arXiv:2505.03768v4, October 2025<\/p>\n\n\n\n<p>Mansur Masama Aliyu, Niclas Kannengiesser, Ali Sunyaev<\/p>\n\n\n\n<p>Karlsruhe Institute of Technology \/ Technical University of Munich<\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/2505.03768\">https:\/\/arxiv.org\/abs\/2505.03768<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a\uff1a\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883\u7684\u91cf\u5316\u96be\u9898<\/h2>\n\n\n\n<p>\u533a\u5757\u94fe\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u8bc4\u4f30\u901a\u5e38\u56f4\u7ed5\u4e09\u4e2a\u6838\u5fc3\u975e\u529f\u80fd\u6027\u9700\u6c42\u5c55\u5f00\uff1a\u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\uff08Degree of Decentralization, DoD\uff09\u3001\u53ef\u6269\u5c55\u6027\uff08Scalability\uff09\u548c\u5b89\u5168\u6027\uff08Security\uff09\u3002\u8fd9\u4e09\u8005\u6784\u6210\u4e86\u5e7f\u4e3a\u4eba\u77e5\u7684&#8221;\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883&#8221;\uff08Blockchain Trilemma\uff09\uff0c\u5373\u4e09\u8005\u65e0\u6cd5\u540c\u65f6\u8fbe\u5230\u6700\u4f18\uff0c\u73b0\u5b9e\u4e2d\u7684\u533a\u5757\u94fe\u7cfb\u7edf\u5fc5\u987b\u5728\u5e15\u7d2f\u6258\u6700\u4f18\u7684\u65b9\u5411\u4e0a\u8fdb\u884c\u6743\u8861\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u5c3d\u7ba1\u4e09\u96be\u56f0\u5883\u5df2\u6210\u4e3a\u4e1a\u754c\u5171\u8bc6\uff0c\u5b66\u672f\u6587\u732e\u4e2d\u5bf9\u5176\u4e09\u4e2a\u5b50\u6982\u5ff5\u7684\u5b9a\u4e49\u5374\u53c2\u5dee\u4e0d\u9f50\u3001\u4e92\u4e0d\u4e00\u81f4\u3002\u4e0d\u540c\u7684\u5206\u6790\u6846\u67b6\uff08\u5982BBSF\u3001BLOCKBENCH\u3001Diablo\u3001SimBlock\u7b49\uff09\u4f7f\u7528\u4e86\u4e0d\u540c\u7684\u6784\u5ff5\uff08Construct\uff09\u548c\u5ea6\u91cf\u6307\u6807\uff08Metric\uff09\u6765\u91cf\u5316\u8fd9\u4e9b\u5b50\u6982\u5ff5\uff0c\u5bfc\u81f4\u8de8\u7814\u7a76\u7684\u53ef\u6bd4\u6027\u4e25\u91cd\u4e0d\u8db3\u3002\u8fd9\u4e00\u73b0\u72b6\u4f7f\u5f97\u4ece\u4e1a\u8005\u5728\u9009\u62e9\u5408\u9002\u7684\u5206\u6790\u65b9\u6cd5\u65f6\u7f3a\u4e4f\u7cfb\u7edf\u6027\u6307\u5bfc\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u7684\u6838\u5fc3\u7814\u7a76\u95ee\u9898\u662f\uff1a\u54ea\u4e9b\u6784\u5ff5\u53ca\u5176\u5173\u8054\u7684\u5ea6\u91cf\u6307\u6807\u9002\u5408\u91cf\u5316\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883\u7684\u5404\u5b50\u6982\u5ff5\uff1f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u7814\u7a76\u65b9\u6cd5\uff1a\u7cfb\u7edf\u6587\u732e\u68c0\u7d22\u4e0e\u6eaf\u56e0\u4e3b\u9898\u5206\u6790<\/h2>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u901a\u8fc7ACM Digital Library\u3001IEEEXplore\u3001ScienceDirect\u548cScopus\u56db\u5927\u6570\u636e\u5e93\u8fdb\u884c\u4e86\u7cfb\u7edf\u6587\u732e\u68c0\u7d22\uff0c\u521d\u59cb\u68c0\u7d22\u8fd4\u56de1814\u7bc7\u6f5c\u5728\u76f8\u5173\u8bba\u6587\u3002\u7ecf\u8fc7\u57fa\u4e8e\u6807\u9898\u3001\u6458\u8981\u548c\u5168\u6587\u7684\u591a\u8f6e\u7b5b\u9009\uff0c\u6700\u7ec8\u7eb3\u5165144\u7bc7\u6838\u5fc3\u6587\u732e\u3002\u4e3a\u5f25\u8865DoD\u548c\u5b89\u5168\u6027\u76f8\u5173\u6784\u5ff5\u7684\u4e0d\u8db3\uff0c\u7814\u7a76\u56e2\u961f\u53c8\u901a\u8fc7\u5b9a\u5411\u7406\u8bba\u62bd\u6837\u8865\u5145\u4e8617\u7bc7\u6587\u732e\uff0c\u6700\u7ec8\u8bed\u6599\u5e93\u5305\u542b161\u7bc7\u8bba\u6587\u3002<\/p>\n\n\n\n<p>\u5728\u5206\u6790\u65b9\u6cd5\u4e0a\uff0c\u8bba\u6587\u91c7\u7528\u4e86\u6eaf\u56e0\u4e3b\u9898\u5206\u6790\uff08Abductive Thematic Analysis\uff09\uff0c\u5728\u5f52\u7eb3\u7f16\u7801\u4e0e\u6f14\u7ece\u63a8\u7406\u4e4b\u95f4\u53cd\u590d\u8fed\u4ee3\u3002\u4ece410\u4e2a\u521d\u59cb\u7f16\u7801\u4e2d\u6700\u7ec8\u63d0\u70bc\u51fa12\u4e2a\u7a33\u5b9a\u7684\u6784\u5ff5\uff0c\u5e76\u6620\u5c04\u5230\u4e09\u96be\u56f0\u5883\u7684\u4e09\u4e2a\u5b50\u6982\u5ff5\u4e0a\u3002\u4e3a\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u7ed3\u679c\u7684\u53ef\u9760\u6027\uff0c\u7814\u7a76\u56e2\u961f\u8054\u7cfb\u4e8627\u4e2a\u7eb3\u5165\u6587\u732e\u7684\u4f5c\u8005\u56e2\u961f\uff0c\u5176\u4e2d4\u4e2a\u56e2\u961f\u63d0\u4f9b\u4e86\u53cd\u9988\uff0c\u5bf9\u6784\u5ff5\u63cf\u8ff0\u8fdb\u884c\u4e86\u5fae\u8c03\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"759\" height=\"347\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-1.png\"  class=\"wp-image-1214\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-1.png 759w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/04\/image-1-300x137.png 300w\" sizes=\"auto, (max-width: 759px) 100vw, 759px\" title=\"From Concept to Measurement: A Survey of How the Blockchain Trilemma Is Analyzed\u63d2\u56fe\" alt=\"From Concept to Measurement: A Survey of How the Blockchain Trilemma Is Analyzed\u63d2\u56fe\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u6838\u5fc3\u6210\u679c\uff1a12\u4e2a\u6784\u5ff5\u4e0e15\u4e2a\u5ea6\u91cf\u6307\u6807<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1) \u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\uff08DoD\uff09\u2014\u20145\u4e2a\u6784\u5ff5<\/h3>\n\n\n\n<p>\u533a\u5757\u63d0\u8bae\u968f\u673a\u6027\uff08Block-Proposal Randomness\uff09\u8861\u91cf\u4e0b\u4e00\u4e2a\u533a\u5757\u7531\u54ea\u4e2a\u9a8c\u8bc1\u8282\u70b9\u63d0\u51fa\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u8bba\u6587\u91c7\u7528Shannon\u71b5\u6765\u91cf\u5316\u8fd9\u4e00\u968f\u673a\u6027\uff0c\u71b5\u503c\u8d8a\u9ad8\u8868\u793a\u533a\u5757\u63d0\u8bae\u8d8a\u5206\u6563\uff0c\u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\u8d8a\u9ad8\u3002\u4f46\u8be5\u6307\u6807\u4ec5\u5173\u6ce8\u533a\u5757\u63d0\u8bae\u73af\u8282\uff0c\u5ffd\u7565\u4e86\u54ea\u4e9b\u533a\u5757\u6700\u7ec8\u88ab\u786e\u8ba4\u3002<\/p>\n\n\n\n<p>\u5730\u7406\u591a\u6837\u6027\uff08Geographical Diversity\uff09\u8861\u91cf\u9a8c\u8bc1\u8282\u70b9\u5728\u4e0d\u540c\u5730\u7406\u4f4d\u7f6e\u7684\u5206\u5e03\u5747\u5300\u7a0b\u5ea6\u3002\u5730\u7406\u591a\u6837\u6027\u8d8a\u9ad8\u610f\u5473\u7740\u6ca1\u6709\u5355\u4e00\u5730\u70b9\u80fd\u591f\u4e0d\u6210\u6bd4\u4f8b\u5730\u5f71\u54cd\u5171\u8bc6\u8fc7\u7a0b\u3002\u4f46&#8221;\u4f4d\u7f6e&#8221;\u7684\u5b9a\u4e49\uff08\u5730\u7406\u3001\u53f8\u6cd5\u7ba1\u8f96\u533a\u3001\u7f51\u7edc\u57df\uff09\u672c\u8eab\u5177\u6709\u6a21\u7cca\u6027\u3002<\/p>\n\n\n\n<p>\u7b97\u529b\u5206\u5e03\uff08Hashing Power Distribution\uff09\u4e3b\u8981\u9002\u7528\u4e8ePoW\u5171\u8bc6\u7cfb\u7edf\uff0c\u4f7f\u7528Nakamoto\u7cfb\u6570\u6765\u8861\u91cf\u2014\u2014\u5373\u63a7\u5236\u8db3\u591f\u8d44\u6e90\u4ee5\u8d85\u8fc7\u59a5\u534f\u9608\u503c\u6240\u9700\u7684\u6700\u5c11\u9a8c\u8bc1\u8282\u70b9\u6570\u3002\u5728\u6bd4\u7279\u5e01\u7cfb\u7edf\u4e2d\uff0c\u5e38\u7528\u9608\u503c\u4e3a50%\u3002Nakamoto\u7cfb\u6570\u8d8a\u9ad8\uff0c\u8868\u793a\u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\u8d8a\u9ad8\u3002<\/p>\n\n\n\n<p>\u4ee3\u5e01\u96c6\u4e2d\u5ea6\uff08Token Concentration\uff09\u4f7f\u7528\u8d6b\u82ac\u8fbe\u5c14-\u8d6b\u5e0c\u66fc\u6307\u6570\uff08HHI\uff09\u6765\u8861\u91cf\u9a8c\u8bc1\u8282\u70b9\u6301\u6709\u4ee3\u5e01\u4efd\u989d\u7684\u96c6\u4e2d\u7a0b\u5ea6\u3002HHI\u503c\u8d8a\u9ad8\u8868\u793a\u5c11\u6570\u8282\u70b9\u63a7\u5236\u4e86\u5927\u90e8\u5206\u4ee3\u5e01\u4efd\u989d\uff0c\u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\u8d8a\u4f4e\u3002<\/p>\n\n\n\n<p>\u8d22\u5bcc\u5206\u5e03\uff08Wealth Distribution\uff09\u4f7f\u7528\u57fa\u5c3c\u7cfb\u6570\u6765\u8861\u91cf\u9a8c\u8bc1\u8282\u70b9\u4e4b\u95f4\u4ee3\u5e01\u6301\u6709\u91cf\u7684\u4e0d\u5e73\u7b49\u7a0b\u5ea6\u3002\u57fa\u5c3c\u7cfb\u6570\u4ece0\uff08\u5b8c\u5168\u5e73\u7b49\uff09\u52301\uff08\u5b8c\u5168\u4e0d\u5e73\u7b49\uff09\uff0c\u503c\u8d8a\u9ad8\u8868\u793a\u53bb\u4e2d\u5fc3\u5316\u7a0b\u5ea6\u8d8a\u4f4e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) \u53ef\u6269\u5c55\u6027\uff08Scalability\uff09\u2014\u20143\u4e2a\u6784\u5ff5<\/h3>\n\n\n\n<p>\u53ef\u7528\u6027\uff08Availability\uff09\u901a\u8fc7\u5df2\u786e\u8ba4\u4ea4\u6613\u6570\u4e0e\u5df2\u53d1\u51fa\u4ea4\u6613\u6570\u7684\u6bd4\u7387\u6765\u8861\u91cf\u7cfb\u7edf\u5728\u4e0d\u540c\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\u7684\u54cd\u5e94\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u786e\u8ba4\u5ef6\u8fdf\uff08Confirmation Latency\uff09\u8861\u91cf\u4ece\u65b0\u533a\u5757\u88ab\u63d0\u51fa\u5230\u88ab\u786e\u8ba4\u7684\u65f6\u95f4\u8de8\u5ea6\u3002\u8bba\u6587\u4e3a\u4e0d\u540c\u7684\u6700\u7ec8\u6027\u6a21\u578b\u63d0\u4f9b\u4e86\u5bf9\u5e94\u7684\u8ba1\u7b97\u516c\u5f0f\uff1a\u7ecf\u9a8c\u6d4b\u91cf\u516c\u5f0f\u9002\u7528\u4e8e\u5373\u65f6\u6700\u7ec8\u6027\u548c\u6982\u7387\u6700\u7ec8\u6027\u7cfb\u7edf\uff1b\u57fa\u4e8e\u786e\u8ba4\u6570\u7684\u516c\u5f0f\u9002\u7528\u4e8e\u6982\u7387\u6700\u7ec8\u6027\u7cfb\u7edf\uff08\u5982\u6bd4\u7279\u5e01\u901a\u5e38\u9700\u89816\u4e2a\u540e\u7eed\u533a\u5757\u786e\u8ba4\uff09\uff1b\u57fa\u4e8eepoch\u7684\u516c\u5f0f\u5219\u4e13\u95e8\u9488\u5bf9\u4ee5\u592a\u574a\u7cfb\u7edf\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p>\u6700\u5927\u53ef\u80fd\u541e\u5410\u91cf\uff08Maximum Possible Throughput\uff09\u8861\u91cf\u533a\u5757\u94fe\u7cfb\u7edf\u5728\u6307\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u80fd\u5904\u7406\u7684\u6700\u5927\u4ea4\u6613\u6570\u91cf\u3002\u8bba\u6587\u63d0\u4f9b\u4e86\u7ecf\u9a8c\u541e\u5410\u91cf\u548c\u57fa\u4e8e\u5bb9\u91cf\u4e0a\u9650\u7684\u541e\u5410\u91cf\u4e24\u79cd\u8ba1\u7b97\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3) \u5b89\u5168\u6027\uff08Security\uff09\u2014\u20144\u4e2a\u6784\u5ff5<\/h3>\n\n\n\n<p>\u653b\u51fb\u6210\u672c\uff08Cost of Attack\uff09\u8ba1\u7b97\u901a\u8fc7\u653b\u51fb\u83b7\u53d6\u533a\u5757\u94fe\u7cfb\u7edf\u63a7\u5236\u6743\u6240\u9700\u7684\u6cd5\u5b9a\u8d27\u5e01\u6210\u672c\u3002\u4ee5\u6bd4\u7279\u5e01\u4e3a\u4f8b\uff0c\u63a7\u523651%\u7684\u7b97\u529b\u6240\u9700\u8d2d\u4e70\u7684ASIC\u8bbe\u5907\u6210\u672c\u7ea6\u5728100\u81f3110\u4ebf\u7f8e\u5143\u91cf\u7ea7\u3002<\/p>\n\n\n\n<p>\u5bb9\u9519\u6027\uff08Fault Tolerance\uff09\u901a\u8fc7\u6545\u969c\u6761\u4ef6\u4e0b\u541e\u5410\u91cf\u4e0b\u964d\u548c\u786e\u8ba4\u5ef6\u8fdf\u589e\u52a0\u6765\u91cf\u5316\u7cfb\u7edf\u5728\u9762\u5bf9\u5d29\u6e83\u6216\u62dc\u5360\u5ead\u6545\u969c\u65f6\u7684\u6027\u80fd\u9000\u5316\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p>\u53ef\u9760\u6027\uff08Reliability\uff09\u57fa\u4e8e\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\uff08MTBF\uff09\u548c\u6307\u6570\u5206\u5e03\u6a21\u578b\u6765\u4f30\u8ba1\u7cfb\u7edf\u6301\u7eed\u63d0\u4f9b\u6b63\u786e\u670d\u52a1\u7684\u6982\u7387\u3002<\/p>\n\n\n\n<p>\u9648\u65e7\u533a\u5757\u7387\uff08Stale Block Rate\uff09\u8861\u91cf\u5df2\u4f20\u64ad\u4f46\u672a\u88ab\u7eb3\u5165\u4e3b\u94fe\u7684\u533a\u5757\u6bd4\u4f8b\u3002\u5728\u6982\u7387\u6700\u7ec8\u6027\u7cfb\u7edf\u4e2d\uff0c\u8f83\u9ad8\u7684\u9648\u65e7\u533a\u5757\u7387\u53ef\u80fd\u589e\u52a0\u5206\u53c9\u548c\u94fe\u91cd\u7ec4\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u4e09\u96be\u56f0\u5883\u7684\u6743\u8861\u5173\u7cfb<\/h2>\n\n\n\n<p>\u8bba\u6587\u6df1\u5165\u5206\u6790\u4e86\u4e09\u4e2a\u5b50\u6982\u5ff5\u4e4b\u95f4\u7684\u76f8\u4e92\u5236\u7ea6\u5173\u7cfb\uff1a<\/p>\n\n\n\n<p>DoD\u4e0e\u53ef\u6269\u5c55\u6027\uff1a\u9ad8\u5ea6\u53bb\u4e2d\u5fc3\u5316\u8981\u6c42\u5927\u91cf\u9a8c\u8bc1\u8282\u70b9\u5e73\u7b49\u53c2\u4e0e\u5171\u8bc6\uff0c\u4f46\u8fd9\u4f1a\u589e\u52a0\u6d88\u606f\u590d\u6742\u5ea6\u548c\u901a\u4fe1\u5f00\u9500\uff0c\u964d\u4f4e\u541e\u5410\u91cf\u3002\u4ee5\u592a\u574a\u4ecePoW\u5230PoS\u7684\u8fc7\u6e21\uff08The 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class=\"wp-block-heading\">\u4e94\u3001\u73b0\u6709\u5206\u6790\u65b9\u6cd5\u6982\u89c8<\/h2>\n\n\n\n<p>\u8bba\u6587\u5bf9\u6bd4\u4e86\u5341\u79cd\u4e3b\u8981\u7684\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883\u5206\u6790\u65b9\u6cd5\uff0c\u5305\u62ecBBSF\u3001BLOCKBENCH\u3001BlockSim\u3001Diablo\u3001SimBlock\u7b49\u57fa\u51c6\u6d4b\u8bd5\u5de5\u5177\u548c\u6a21\u62df\u5668\u3002\u5206\u6790\u53d1\u73b0\uff0c\u6700\u5e38\u7528\u7684\u53ef\u6269\u5c55\u6027\u6307\u6807\u662f\u6700\u5927\u53ef\u80fd\u541e\u5410\u91cf\uff1bDoD\u65b9\u9762\u6700\u5e38\u7528\u7b97\u529b\u5206\u5e03\u548c\u8d22\u5bcc\u5206\u5e03\uff1b\u5b89\u5168\u6027\u65b9\u9762\u6700\u5e38\u7528\u653b\u51fb\u6210\u672c\u3001\u5bb9\u9519\u6027\u6216\u9648\u65e7\u533a\u5757\u7387\u3002<\/p>\n\n\n\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5927\u591a\u6570\u73b0\u6709\u65b9\u6cd5\u4ec5\u8986\u76d6\u4e86\u4e09\u96be\u56f0\u5883\u5b50\u6982\u5ff5\u7684\u90e8\u5206\u7ef4\u5ea6\uff0c\u5c1a\u65e0\u5168\u9762\u7684\u793e\u4f1a\u6280\u672f\u5c42\u9762\u7684DoD\u5ea6\u91cf\u65b9\u6cd5\uff0c\u8fd9\u4e3a\u672a\u6765\u7814\u7a76\u7559\u4e0b\u4e86\u91cd\u8981\u7a7a\u95f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u603b\u7ed3\u4e0e\u672a\u6765\u65b9\u5411<\/h2>\n\n\n\n<p>\u672c\u6587\u7684\u6838\u5fc3\u8d21\u732e\u5728\u4e8e\u4e3a\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883\u7684\u91cf\u5316\u5206\u6790\u63d0\u4f9b\u4e86\u4e00\u5957\u7edf\u4e00\u7684\u6982\u5ff5\u6846\u67b6\u3002\u901a\u8fc7\u7cfb\u7edf\u68b3\u740612\u4e2a\u6784\u5ff5\u548c15\u4e2a\u5ea6\u91cf\u6307\u6807\uff0c\u5e76\u660e\u786e\u5176\u9002\u7528\u6027\u3001\u8f93\u5165\u53d8\u91cf\u548c\u5c40\u9650\u6027\uff0c\u672c\u6587\u4e3a\u7814\u7a76\u8005\u8bbe\u8ba1\u66f4\u4e25\u683c\u7684\u57fa\u51c6\u6d4b\u8bd5\u3001\u4e3a\u4ece\u4e1a\u8005\u8bc4\u4f30\u771f\u5b9e\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5171\u540c\u7684\u8bcd\u6c47\u8868\u548c\u65b9\u6cd5\u8bba\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u6307\u51fa\u7684\u672a\u6765\u7814\u7a76\u65b9\u5411\u5305\u62ec\uff1a\u5f00\u53d1\u6db5\u76d6\u5bb9\u9519\u6027\u3001\u9648\u65e7\u533a\u5757\u7387\u548c\u53ef\u9760\u6027\u7684\u590d\u5408\u5b89\u5168\u6027\u6307\u6807\uff1b\u5c06\u793e\u4f1a\u56e0\u7d20\uff08\u5982\u9a8c\u8bc1\u8282\u70b9\u8fd0\u8425\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\u3001\u6cbb\u7406\u7ed3\u6784\uff09\u7eb3\u5165DoD\u5206\u6790\uff1b\u7814\u7a76Layer-2\u89e3\u51b3\u65b9\u6848\u5bf9\u4e09\u96be\u56f0\u5883\u6743\u8861\u7684\u5f71\u54cd\uff1b\u4ee5\u53ca\u5c06\u4e09\u96be\u56f0\u5883\u7684\u5206\u6790\u6846\u67b6\u6269\u5c55\u5230\u5176\u4ed6\u4f9d\u8d56\u5171\u8bc6\u548c\u72b6\u6001\u673a\u590d\u5236\u7684\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u8fd9\u9879\u5de5\u4f5c\u4e0d\u4ec5\u5bf9\u533a\u5757\u94fe\u9886\u57df\u5177\u6709\u91cd\u8981\u610f\u4e49\uff0c\u5176\u63ed\u793a\u7684\u5206\u5e03\u5f0f\u5171\u8bc6\u8bbe\u8ba1\u4e2d\u7684\u5185\u5728\u5f20\u529b\uff0c\u5bf9\u4e8e\u66f4\u5e7f\u6cdb\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u7814\u7a76\u540c\u6837\u5177\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>arXiv:2505.03768v4, October 2025 Mansur Masama Aliyu, Niclas Kannengiesser, Ali Sunyaev Karlsruhe Institute of Technology \/ Technical University of Munich https:\/\/arxiv.org\/abs\/2505.03768 \u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a\uff1a\u533a\u5757\u94fe\u4e09\u96be\u56f0\u5883\u7684\u91cf\u5316\u96be\u9898 \u533a\u5757\u94fe\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u8bc4\u4f30\u901a\u5e38\u56f4\u7ed5\u4e09\u4e2a\u6838\u5fc3\u975e\u529f\u80fd\u6027\u9700\u6c42\u5c55\u5f00\uff1a\u53bb &hellip; <a href=\"https:\/\/www.ndnlab.com\/?p=1212\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":1214,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"class_list":["post-1212","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23"],"_links":{"self":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1212","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=1212"}],"version-history":[{"count":1,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1212\/revisions"}],"predecessor-version":[{"id":1216,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1212\/revisions\/1216"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/media\/1214"}],"wp:attachment":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}