{"id":6034,"date":"2024-12-17T15:10:41","date_gmt":"2024-12-17T06:10:41","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6034"},"modified":"2025-06-26T11:34:49","modified_gmt":"2025-06-26T02:34:49","slug":"apachekafka_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/apachekafka_glossary\/","title":{"rendered":"Apache Kafka\u304c\u5207\u308a\u62d3\u304f\u300c\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u300d\u4e16\u754c\u3078\u306e\u7f85\u91dd\u76e4\uff082025\u5e74\u6700\u65b0\u7248\uff09"},"content":{"rendered":"\n<p>\u2015KRaft\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0ML\u3001Kubernetes\u7d71\u5408\u306a\u3069\u6700\u65b0\u52d5\u5411\u3092\u7db2\u7f85\u2015<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u306f\u4eca\u3084\u300c\u30c7\u30fc\u30bf\u3092\u305f\u3081\u308b\u300d\u304b\u3089\u300c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4f7f\u3044\u3053\u306a\u3059\u300d\u6642\u4ee3\u3078\u3068\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u5e83\u544a\u306e\u30af\u30ea\u30c3\u30af\u53cd\u5fdc\u3001\u91d1\u878d\u5e02\u5834\u306e\u52d5\u304d\u3001\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0\u306e\u30bb\u30f3\u30b5\u30fc\u4fe1\u53f7\u3001\u305d\u3057\u3066\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u758e\u7d50\u5408\u306a\u901a\u4fe1\u2015\u2015\u3053\u308c\u3089\u3092\u5373\u6642\u306b\u51e6\u7406\u3059\u308b\u300c\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u57fa\u76e4\u300d\u306e\u5fc5\u8981\u6027\u306f\u65e5\u3005\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p>\u3053\u306e\u8981\u6c42\u306b\u5fdc\u3048\u308b\u306e\u304c\u3001\u5206\u6563\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<strong>Apache Kafka<\/strong>\u3067\u3059\u3002LinkedIn\u3067\u751f\u307e\u308c\u3001Confluent\u3084AWS MSK\u3092\u901a\u3058\u3066\u591a\u304f\u306e\u696d\u754c\u306b\u5e83\u307e\u3063\u305fKafka\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3001\u62e1\u5f35\u6027\u3001\u5805\u7262\u6027\u3092\u517c\u306d\u5099\u3048\u3001\u73fe\u4ee3\u306e\u300c\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u300d\u306e\u8981\u3068\u3057\u3066\u8e8d\u9032\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: b2bb01b6-58ad-4eda-841d-76a02eae6f77 --><\/p>\n\n<h2>\u306a\u305cApache Kafka\u304c\u5fc5\u8981\u306a\u306e\u304b\uff1f<\/h2>\n<b>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6642\u4ee3\u306e\u5fc5\u7136\u6027<\/b>\r\n<p>\u5927\u91cf\u304b\u3064\u65ad\u7d9a\u7684\u306b\u6d41\u308c\u8fbc\u3080\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u5373\u5ea7\u306b\u51e6\u7406\u30fb\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u7af6\u4e89\u512a\u4f4d\u3092\u7bc9\u304f\u305f\u3081\u306e\u5fc5\u9808\u6761\u4ef6\u3067\u3059\u3002Kafka\u306f\u4ee5\u4e0b\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\uff1a<\/p>\r\n<ul>\r\n\t<li>\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3067\u30a4\u30d9\u30f3\u30c8\u3092\u53d6\u308a\u8fbc\u307f\u3001<\/li>\r\n\t<li>\u6c38\u7d9a\u30ed\u30b0\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001<\/li>\r\n\t<li>\u8907\u6570\u306e\u6d88\u8cbb\u8005\u306b\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u3067\u30c7\u30fc\u30bf\u3092\u914d\u4fe1\u3002<\/li>\r\n<\/ul>\r\n<p>\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u610f\u601d\u6c7a\u5b9a\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5316\u3001ML\u30e2\u30c7\u30eb\u306e\u5373\u6642\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u52d5\u7684\u6700\u9069\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<!-- notionvc: 24d24a28-826f-4121-a014-ba920c6c1f25 --><\/p>\r\n<p><!-- notionvc: 9abe446b-21bc-484c-be38-267ecc07140f --><\/p>\n\n<h2>Apache Kafka\u306e\u57fa\u790e\u69cb\u9020\u3068\u601d\u60f3<\/h2>\n<b>\u30c8\u30d4\u30c3\u30af\u3001\u30d6\u30ed\u30fc\u30ab\u30fc\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3<\/b>\r\n<p>Kafka\u306e\u8a2d\u8a08\u306f\u4ee5\u4e0b\u306e\u69cb\u6210\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\uff1a<\/p>\r\n<ul>\r\n\t<li><strong>\u30c8\u30d4\u30c3\u30af<\/strong>\uff1a\u30c7\u30fc\u30bf\u30ab\u30c6\u30b4\u30ea\u306e\u8ad6\u7406\u7684\u5358\u4f4d<\/li>\r\n\t<li><strong>\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3<\/strong>\uff1a\u30c8\u30d4\u30c3\u30af\u5185\u30c7\u30fc\u30bf\u306e\u4e26\u5217\u5316\u3068\u9806\u5e8f\u7dad\u6301<\/li>\r\n\t<li><strong>\u30d6\u30ed\u30fc\u30ab\u30fc<\/strong>\uff1a\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u4fdd\u5b58\u30fb\u914d\u4fe1\u3092\u62c5\u3046\u30b5\u30fc\u30d0\u30fc<\/li>\r\n\t<li><strong>\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\uff0f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc<\/strong>\uff1a\u305d\u308c\u305e\u308c\u66f8\u304d\u8fbc\u307f\u30fb\u8aad\u307f\u51fa\u3057\u306e\u5f79\u5272<\/li>\r\n<\/ul>\r\n<p>\u3053\u308c\u3089\u306f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u304b\u3064\u5197\u9577\u6027\u306e\u9ad8\u3044\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u3057\u3066\u69cb\u6210\u3055\u308c\u3001<strong>KRaft\u30e2\u30fc\u30c9<\/strong>\u306e\u63a1\u7528\u306b\u3088\u308a\u3001\u5f93\u6765\u306eZookeeper\u4f9d\u5b58\u304b\u3089\u8131\u5374\u3057\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u7bc9\u30fb\u904b\u7528\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\uff08Kafka 3.6\u4ee5\u964d\u3067\u6b63\u5f0f\u30b5\u30dd\u30fc\u30c8\uff09\u3002<!-- notionvc: 8c5a967a-f52f-4b47-9c4d-d27b12ac518d --><\/p>\r\n<b>Kafka\u304c\u5b9f\u73fe\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u5168\u4f53\u50cf<\/b>\r\n<p>Kafka\u306f\u300c\u30e1\u30c3\u30bb\u30fc\u30b8\u30d6\u30ed\u30fc\u30ab\u30fc\u300d\u306b\u7559\u307e\u3089\u305a\u3001<strong>\u30a4\u30d9\u30f3\u30c8\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\r\n<ul>\r\n\t<li><strong>\u72b6\u614b\u3092\u6301\u305f\u306a\u3044\u30b7\u30f3\u30d7\u30eb\u306a\u8ee2\u9001\u3060\u3051\u3067\u306a\u304f\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u30fb\u518d\u51e6\u7406\u30fb\u6642\u9593\u7cfb\u5217\u5206\u6790\u306b\u3082\u5bfe\u5fdc<\/strong>\u3002<\/li>\r\n\t<li><strong>\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u4fdd\u6301\u671f\u9593\u3092\u67d4\u8edf\u306b\u8a2d\u5b9a\u53ef\u80fd<\/strong>\u3067\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u518d\u6f14\u3084\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u5206\u6790\u306b\u3082\u597d\u9069\u3067\u3059\u3002<\/li>\r\n\t<li>2025\u5e74\u306b\u306f**Tiered Storage\uff08\u968e\u5c64\u30b9\u30c8\u30ec\u30fc\u30b8\uff09**\u6a5f\u80fd\u306e\u672c\u683c\u5c0e\u5165\u3082\u9032\u307f\u3001\u30b3\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u306e\u9577\u671f\u4fdd\u7ba1\u3068\u4f4e\u30b3\u30b9\u30c8\u914d\u4fe1\u304c\u4e21\u7acb\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 9b72a41f-166b-4520-80e0-dfc648a309dd --><\/p>\r\n<p><!-- notionvc: 5f664136-33ec-4461-8c3d-c75effd9338f --><\/p>\n\n<h2>Kafka\u306e\u5f37\u529b\u306a\u5468\u8fba\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/h2>\n<b>Kafka Streams\u3068Kafka Connect<\/b>\r\n<b>Kafka Streams\uff1a\u8efd\u91cf\u304b\u3064\u5185\u88fd\u5316\u3057\u3084\u3059\u3044\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406<\/b>\r\n<ul>\r\n\t<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u3067\u5b8c\u7d50\u3067\u304d\u308b\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406API\u3002<\/li>\r\n\t<li>\u5916\u90e8\u306eFlink\u3084Spark\u306b\u983c\u3089\u305a\u3001<strong>\u96c6\u7d04\u30fb\u7d50\u5408\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u51e6\u7406<\/strong>\u306a\u3069\u3092\u5b9f\u88c5\u53ef\u80fd\u3002<\/li>\r\n\t<li>2025\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067**Exactly Once Semantics\uff08EOS v2\uff09**\u304c\u5f37\u5316\u3055\u308c\u3001\u3088\u308a\u5805\u7262\u306a\u51e6\u7406\u4fdd\u8a3c\u304c\u53ef\u80fd\u306b\u3002<\/li>\r\n<\/ul>\r\n<b>Kafka Connect\uff1a\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u3064\u306a\u3050\u30c7\u30fc\u30bf\u9023\u643a<\/b>\r\n<ul>\r\n\t<li>JDBC\u3001S3\u3001MongoDB\u3001Elasticsearch\u306a\u3069<strong>1000\u4ee5\u4e0a\u306eConnector<\/strong>\u304c\u5b58\u5728\u3002<\/li>\r\n\t<li>\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305fConnector\u306e\u30db\u30c3\u30c8\u30b9\u30ef\u30c3\u30d7\u3084\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3002<\/li>\r\n\t<li>Kubernetes\u3068\u9023\u643a\u3059\u308b<strong>Confluent Operator<\/strong>\u306b\u3088\u3063\u3066\u904b\u7528\u3082\u81ea\u52d5\u5316\u304c\u9032\u5c55\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 12674e5a-9176-4a87-9f80-ffde50e14698 --><\/p>\n\n<h2>\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n<b>\u30ed\u30b0\u96c6\u7d04\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9023\u643a<\/b>\r\n<ul>\r\n\t<li><strong>\u30ed\u30b0\u96c6\u7d04<\/strong>\uff1a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996\uff08SIEM\uff09\u3084\u904b\u7528\u76e3\u67fb\u306e\u524d\u6bb5\u51e6\u7406\u57fa\u76e4\u306b\u3002<\/li>\r\n\t<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0BI<\/strong>\uff1a\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u3001\u91d1\u878d\u5e02\u5834\u3001EC\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u306a\u3069\u306e\u9ad8\u901f\u5206\u6790\u3002<\/li>\r\n\t<li><strong>\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u7d71\u5408<\/strong>\uff1a\u975e\u540c\u671f\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u901a\u4fe1\u306b\u3088\u308a\u3001<strong>REST\u306e\u4ee3\u66ff<\/strong>\u3068\u3057\u3066\u6d3b\u7528\u3002<\/li>\r\n<\/ul>\r\n<p>\u3055\u3089\u306b\u8fd1\u5e74\u3067\u306f\u3001<strong>MLops\u57fa\u76e4\u3068\u306e\u7d71\u5408<\/strong>\u3084<strong>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9<\/strong>\u306b\u3082\u63a1\u7528\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<!-- notionvc: cab4ccfd-2c6e-4b55-b9eb-d74464e793b0 --><\/p>\r\n<p><!-- notionvc: ac93f12c-39e9-4811-86e4-b0c6edb311f1 --><\/p>\n\n<h2>\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c<\/h2>\n<b>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304b\u3089\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u307e\u3067<\/b>\r\n<b>\u30e1\u30ea\u30c3\u30c8<\/b>\r\n<ul>\r\n\t<li><strong>KRaft\u30e2\u30fc\u30c9\u3067\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u904b\u7528<\/strong>\uff08Zookeeper\u4e0d\u8981\uff09<\/li>\r\n\t<li><strong>\u6c34\u5e73\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u8010\u969c\u5bb3\u6027<\/strong><\/li>\r\n\t<li><strong>\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u30d9\u30f3\u30c0\u30fc\u30b5\u30dd\u30fc\u30c8\uff08AWS, Confluent\u306a\u3069\uff09<\/strong><\/li>\r\n<\/ul>\r\n<b>\u8ab2\u984c<\/b>\r\n<ul>\r\n\t<li><strong>\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u9ad8\u3055<\/strong>\uff08\u30c8\u30d4\u30c3\u30af\u8a2d\u8a08\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8abf\u6574\u306e\u77e5\u8b58\u304c\u5fc5\u8981\uff09<\/li>\r\n\t<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u8ca0\u8377<\/strong>\uff08\u9577\u671f\u4fdd\u6301\u3067\u306fTiered Storage\u3092\u6d3b\u7528\u3059\u308b\u5de5\u592b\u304c\u5fc5\u8981\uff09<\/li>\r\n\t<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b9\u30ad\u30fc\u30de\u7ba1\u7406<\/strong>\uff08Schema Registry\u3068\u306e\u9023\u643a\u306f\u5fc5\u9808\uff09<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 96a22f82-6fe5-4ebc-b3a6-bddce8f29ab3 --><\/p>\n\n<h2>\u6700\u65b0\u30c8\u30ec\u30f3\u30c9<\/h2>\n<b>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u904b\u7528<\/b>\r\n<ul>\r\n\t<li><strong>Amazon MSK Serverless<\/strong>\u3084<strong>Confluent Cloud<\/strong>\u306e\u3088\u3046\u306aFaaS\u578bKafka\u304c\u5897\u52a0\u3002<\/li>\r\n\t<li>\u7ba1\u7406\u30ec\u30b9\u306aKafka\u304cPoC\u304b\u3089\u672c\u756a\u6d3b\u7528\u3078\u79fb\u884c\u4e2d\u3002<\/li>\r\n<\/ul>\r\n<b>Kubernetes\u3068\u306e\u7d71\u5408<\/b>\r\n<ul>\r\n\t<li><strong>Strimzi Operator<\/strong>\u3084**Confluent for Kubernetes\uff08CFK\uff09**\u306b\u3088\u308a\u3001Kafka on K8s\u904b\u7528\u304c\u672c\u683c\u5316\u3002<\/li>\r\n\t<li>\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30fb\u81ea\u5df1\u4fee\u5fa9\u30fb\u76e3\u8996\u306e\u7d71\u5408\u904b\u7528\u304c\u53ef\u80fd\u306b\u3002<\/li>\r\n<\/ul>\r\n<b>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5f37\u5316<\/b>\r\n<ul>\r\n\t<li>RBAC\uff08Role-Based Access Control\uff09\u3001TLS\u6697\u53f7\u5316\u3001\u76e3\u67fb\u30ed\u30b0\u306e\u5f37\u5316\u3002<\/li>\r\n\t<li>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u91cd\u8996\u3059\u308b\u91d1\u878d\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2\u3067\u306eKafka\u5c0e\u5165\u304c\u52a0\u901f\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 428f301e-c766-4a2c-9713-a47a222b35bd --><\/p>\n\n<h2>\u76e3\u8996\u3068\u6700\u9069\u5316\u306e\u5b9f\u8df5<\/h2>\n<b>Observability\u306e\u6df1\u5316<\/b>\r\n<p>Kafka\u306e\u904b\u7528\u73fe\u5834\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aObservability\u5f37\u5316\u304c\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u307e\u3059\uff1a<\/p>\r\n<ul>\r\n\t<li><strong>Prometheus + Grafana\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u53ef\u8996\u5316<\/strong><\/li>\r\n\t<li>*KIP-714\uff08Unified Metrics Framework\uff09**\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b8\u30f3\u5168\u4f53\u3067\u306e\u7d71\u4e00\u76e3\u8996\u304c\u5b9f\u73fe<\/li>\r\n\t<li><strong>OpenTelemetry\u5bfe\u5fdc<\/strong>\u306e\u9032\u5c55\u306b\u3088\u308a\u3001Kafka\u3092\u542b\u3080\u5168\u4f53\u7684\u306a\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u304c\u5bb9\u6613\u306b<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 46df0bc8-4e90-44db-a093-305276a9dda8 --><\/p>\n\n<h2>\u5c06\u6765\u5c55\u671b<\/h2>\n<b>Kafka\u3068\u3068\u3082\u306b\u9032\u5316\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u793e\u4f1a<\/b>\r\n<ul>\r\n\t<li><strong>5G\uff0f\u30a8\u30c3\u30b8\u74b0\u5883\u3067\u306e\u30ed\u30fc\u30ab\u30ebKafka\u30af\u30e9\u30b9\u30bf\u30fc<\/strong>\u304cIoT\u7528\u9014\u306b\u6d3b\u7528\u4e2d\u3002<\/li>\r\n\t<li>*AI\u30e2\u30c7\u30eb\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u63a8\u8ad6\uff08Real-Time ML\uff09**\u3067\u306f\u3001Kafka + Feature Store + MLflow\u69cb\u6210\u304c\u6a19\u6e96\u306b\u3002<\/li>\r\n\t<li><strong>Wasm\u30d9\u30fc\u30b9\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u62e1\u5f35<\/strong>\u3082\u5b9f\u8a3c\u6bb5\u968e\u306b\u5165\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/li>\r\n<\/ul>\r\n<p>Kafka\u306f\u3082\u306f\u3084\u201c\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306e\u9ed2\u5b50\u7684\u5b58\u5728\u201d\u3067\u306f\u306a\u304f\u3001\u3042\u3089\u3086\u308b\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u3048\u308b<strong>\u6226\u7565\u7684\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<!-- notionvc: 419931a0-67d3-44a9-a0f7-d780db5ac847 --><\/p>\r\n<p><!-- notionvc: 2d0d7e54-ceb8-4d4f-a3a0-8a619549c19d --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<b>Apache Kafka\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u672a\u6765\u5fd7\u5411\u306e\u30c7\u30fc\u30bf\u6226\u7565\u3078<\/b>\r\n<p>Apache Kafka\u306f\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u6642\u4ee3\u306b\u304a\u3051\u308b\u300c\u57fa\u5e79\u30a4\u30f3\u30d5\u30e9\u300d\u3067\u3059\u3002KRaft\u30e2\u30fc\u30c9\u3084\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u9032\u5316\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u62e1\u5145\u306b\u3088\u308a\u3001\u304b\u3064\u3066\u306e\u96e3\u89e3\u3067\u91cd\u539a\u306a\u69cb\u6210\u304b\u3089\u3001<strong>\u67d4\u8edf\u304b\u3064\u4fca\u654f\u306a\u30c7\u30fc\u30bf\u6d41\u901a\u57fa\u76e4<\/strong>\u3078\u3068\u5909\u8c8c\u3092\u9042\u3052\u307e\u3057\u305f\u3002<\/p>\r\n<p>\u4eca\u5f8cKafka\u3092\u691c\u8a0e\u3059\u308b\u4e0a\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\uff1a<\/p>\r\n<ul>\r\n\t<li>KRaft\u63a1\u7528\u306b\u3088\u308b\u30af\u30e9\u30b9\u30bf\u8a2d\u8a08\u306e\u7c21\u7d20\u5316<\/li>\r\n\t<li>Kubernetes\u3068\u306e\u7d71\u5408\u306b\u3088\u308bDevOps\u52b9\u7387\u5316<\/li>\r\n\t<li>\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0ML\u3084IoT\u306a\u3069\u306e\u201c\u5148\u7aef\u9818\u57df\u201d\u3078\u306e\u9069\u5fdc\u529b<\/li>\r\n<\/ul>\r\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u300c\u6a19\u6e96\u300d\u3068\u306a\u308b\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001Apache Kafka\u3092\u3069\u3046\u6d3b\u7528\u3059\u308b\u304b\u304c\u3001\u30c7\u30fc\u30bf\u6226\u7565\u306e\u6210\u5426\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u306e\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002\u4eca\u3053\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3053\u305d\u3001\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u3078\u306e\u7b2c\u4e00\u6b69\u3067\u3059\u3002<!-- notionvc: 2abbfce9-900e-494d-919b-652452560ab4 --><\/p>\r\n<p><!-- notionvc: 1d6e9f2e-da6a-498b-8631-d380d79e35f1 --><\/p>","protected":false},"excerpt":{"rendered":"<p>\u2015KRaft\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0ML\u3001Kubernetes\u7d71\u5408\u306a\u3069\u6700\u65b0\u52d5\u5411\u3092\u7db2\u7f85\u2015 \u306f\u3058\u3081\u306b \u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u306f\u4eca\u3084\u300c\u30c7\u30fc\u30bf\u3092\u305f\u3081\u308b\u300d\u304b\u3089\u300c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4f7f\u3044\u3053\u306a\u3059\u300d\u6642\u4ee3\u3078\u3068\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u5e83\u544a\u306e\u30af\u30ea\u30c3\u30af\u53cd\u5fdc\u3001\u91d1\u878d\u5e02\u5834 [&hellip;]<\/p>\n","protected":false},"author":22,"featured_media":6035,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[1015,1018,1017,1019,1016],"class_list":["post-6034","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-apachekafka","tag-kafkaconnect","tag-kafkastreams","tag-1019","tag-1016"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6034","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=6034"}],"version-history":[{"count":2,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6034\/revisions"}],"predecessor-version":[{"id":6903,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6034\/revisions\/6903"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/6035"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=6034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=6034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=6034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}