{"id":3956,"date":"2025-10-11T17:00:22","date_gmt":"2025-10-11T09:00:22","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3956"},"modified":"2025-10-11T17:00:22","modified_gmt":"2025-10-11T09:00:22","slug":"amazon-kinesis-a-powerful-tool-for-real-time-data-stream-processing","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/amazon-kinesis\uff1a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306e\u305f\u3081\/","title":{"rendered":"Amazon Kinesis: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb"},"content":{"rendered":"<p>\u4eca\u65e5\u306e\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u4f01\u696d\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001Web \u30b5\u30a4\u30c8\u3001IoT \u30c7\u30d0\u30a4\u30b9\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7d76\u3048\u305a\u751f\u6210\u3057\u3001\u53d7\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf<\/strong>\u8fc5\u901f\u306a\u30a2\u30af\u30bb\u30b9\u3001\u5206\u6790\u3001\u6d3b\u7528\u304c\u4f01\u696d\u306e\u7af6\u4e89\u529b\u5411\u4e0a\u306e\u9375\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Amazon Web Services (AWS) \u63d0\u4f9b <strong>\u30a2\u30de\u30be\u30f3\u30ad\u30cd\u30b7\u30b9<\/strong>\u306f\u3001\u4f01\u696d\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3059\u308b\u4e2d\u6838\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>Amazon Kinesis \u3068\u306f\u4f55\u3067\u3059\u304b?<\/h4>\n<p>Amazon Kinesis\u306f\u3001AWS\u304c\u63d0\u4f9b\u3059\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u4f01\u696d\u306f\u3001\u30c7\u30fc\u30bf\u304c\u30c7\u30a3\u30b9\u30af\u306b\u4fdd\u5b58\u3055\u308c\u3066\u304b\u3089\u51e6\u7406\u3055\u308c\u308b\u307e\u3067\u5f85\u3064\u3053\u3068\u306a\u304f\u3001\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u3059\u3050\u306b\u5206\u6790\u30fb\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u5f93\u6765\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u30e2\u30fc\u30c9\u3068\u6bd4\u8f03\u3057\u3066\u3001Kinesis\u306f\u6b21\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<strong>\u30df\u30ea\u79d2\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u53ef\u7528\u6027<\/strong>\u4f01\u696d\u304c\u3088\u308a\u8fc5\u901f\u306b\u6d1e\u5bdf\u3068\u610f\u601d\u6c7a\u5b9a\u30b5\u30dd\u30fc\u30c8\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<p>\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001Kinesis \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9 (\u30ed\u30b0\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u30d3\u30c7\u30aa \u30b9\u30c8\u30ea\u30fc\u30e0\u306a\u3069) \u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u5206\u6790\u30c4\u30fc\u30eb\u306b\u8fc5\u901f\u306b\u914d\u4fe1\u3059\u308b\u9ad8\u6027\u80fd\u306a\u300c\u30c7\u30fc\u30bf \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>Amazon Kinesis\u306e4\u3064\u306e\u30b3\u30a2\u30b5\u30fc\u30d3\u30b9<\/h4>\n<h5 style=\"padding-left: 40px;\"><strong>1. \u30ad\u30cd\u30b7\u30b9\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\uff08KDS\uff09<\/strong><\/h5>\n<ul>\n<li>\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u9ad8\u3044\u4fe1\u983c\u6027\u3092\u5099\u3048\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<li>\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u3001IoT \u30c7\u30d0\u30a4\u30b9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30a4\u30d9\u30f3\u30c8\u3001\u91d1\u878d\u53d6\u5f15\u306a\u3069\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li>\u30ec\u30a4\u30c6\u30f3\u30b7\u306f\u7d04 70 \u30df\u30ea\u79d2\u3068\u4f4e\u3044\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3001\u52d5\u7684\u4fa1\u683c\u8a2d\u5b9a\u3001\u7570\u5e38\u691c\u51fa\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5 style=\"padding-left: 40px;\"><strong>2. Kinesis\u30d3\u30c7\u30aa\u30b9\u30c8\u30ea\u30fc\u30e0<\/strong><\/h5>\n<ul>\n<li>\u30d3\u30c7\u30aa \u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u5b89\u5168\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3066\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30ab\u30e1\u30e9\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u30ec\u30fc\u30c0\u30fc\u3001\u30e2\u30d0\u30a4\u30eb \u30c7\u30d0\u30a4\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u5165\u529b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li>\u30de\u30b7\u30f3\u30d3\u30b8\u30e7\u30f3\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d3\u30c7\u30aa\u5206\u6790\u3001\u30e9\u30a4\u30d6\u30d6\u30ed\u30fc\u30c9\u30ad\u30e3\u30b9\u30c8\u3001WebRTC \u306e\u53cc\u65b9\u5411\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u901a\u4fe1\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5 style=\"padding-left: 40px;\"><strong>3. \u30ad\u30cd\u30b7\u30b9\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30a2\u30db\u30fc\u30b9<\/strong><\/h5>\n<ul>\n<li>\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c7\u30fc\u30bf\u3092 Amazon S3\u3001Amazon Redshift\u3001Amazon OpenSearch Service \u306a\u3069\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u306b\u81ea\u52d5\u7684\u306b\u30ed\u30fc\u30c9\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li>\u7d44\u307f\u8fbc\u307f\u306e\u30c7\u30fc\u30bf\u5727\u7e2e\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3001\u6697\u53f7\u5316\u306a\u3069\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u4f01\u696d\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u304a\u3088\u3073\u904b\u7528\u30fb\u4fdd\u5b88\u30b3\u30b9\u30c8\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u5fc5\u8981\u6027\u306b\u5fdc\u3058\u3066<strong>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7740\u9678\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\u4f01\u696d\u5411\u3051\u306b\u3001Firehose \u306f\u904b\u7528\u304a\u3088\u3073\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u4e0d\u8981\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5 style=\"padding-left: 40px;\"><strong>4. \u30ad\u30cd\u30b7\u30b9\u30c7\u30fc\u30bf\u5206\u6790<\/strong><\/h5>\n<ul>\n<li>Apache Flink \u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u5b8c\u5168\u306b\u7ba1\u7406\u3055\u308c\u305f\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3002<\/li>\n<li>SQL\u3001Java\u3001Scala\u3001Python \u306a\u3069\u306e\u8907\u6570\u306e\u958b\u767a\u65b9\u6cd5\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li>\u4f01\u696d\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 ETL\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30a2\u30e9\u30fc\u30c8\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4>Amazon Kinesis\u3068Apache Kafka\u306e\u6bd4\u8f03<\/h4>\n<p>Amazon Kinesis \u3068 Apache Kafka \u306f\u3069\u3061\u3089\u3082\u696d\u754c\u3067\u4e3b\u6d41\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u304c\u3001\u305d\u306e\u4f4d\u7f6e\u4ed8\u3051\u3068\u4f7f\u7528\u6cd5\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u904b\u7528\u3068\u4fdd\u5b88\u306e\u8ca0\u62c5<\/strong>Kinesis \u306f\u5b8c\u5168\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f01\u696d\u304c\u57fa\u76e4\u3068\u306a\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u81ea\u3089\u5c0e\u5165\u3057\u3066\u4fdd\u5b88\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002Kafka \u3067\u306f\u8ffd\u52a0\u306e\u64cd\u4f5c\u3001\u4fdd\u5b88\u3001\u304a\u3088\u3073\u69cb\u6210\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<li><strong>\u67d4\u8edf\u6027<\/strong>Kafka \u306f\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3068\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u67d4\u8edf\u6027\u3092\u9ad8\u3081\u3001Kinesis \u306f\u4f7f\u3044\u3084\u3059\u3055\u3068\u8fc5\u901f\u306a\u5b9f\u88c5\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u7d71\u5408<\/strong>Kinesis \u306f AWS \u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30fc\u30d3\u30b9\u3068\u7dca\u5bc6\u306b\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u4f01\u696d\u306f S3\u3001Redshift\u3001Lambda \u306a\u3069\u306e\u30c4\u30fc\u30eb\u306b\u7c21\u5358\u306b\u63a5\u7d9a\u3057\u3066\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u30ea\u30f3\u30af\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>AWS \u30af\u30e9\u30a6\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u307b\u3068\u3093\u3069\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u3001Amazon Kinesis \u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3001\u53ef\u7528\u6027\u306e\u5411\u4e0a\u3001\u5b9f\u88c5\u52b9\u7387\u306e\u5411\u4e0a\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u30af\u30e9\u30a6\u30c9\u4e0a<\/h4>\n<p>\u516c\u5f0f AWS \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u3001\u4f01\u696d\u306b\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3068\u5efa\u7bc9\u8a2d\u8a08<\/strong>: \u4f01\u696d\u306e\u30c7\u30fc\u30bf\u898f\u6a21\u3068\u30d3\u30b8\u30cd\u30b9\u30b7\u30ca\u30ea\u30aa\u306b\u57fa\u3065\u3044\u3066\u3001\u9069\u5207\u306a Kinesis \u30b5\u30fc\u30d3\u30b9\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>: \u4f01\u696d\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089 AWS \u306e\u4f7f\u7528\u30b3\u30b9\u30c8\u3092\u5408\u7406\u7684\u306b\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u30b5\u30dd\u30fc\u30c8<\/strong>: \u4f01\u696d\u304c\u5b9f\u969b\u306e\u4f7f\u7528\u4e2d\u306b\u906d\u9047\u3059\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u4e2d\u56fd\u8a9e\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u5c02\u9580\u5bb6\u306e\u6307\u5c0e\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u5b9f\u88c5\u3068\u79fb\u884c<\/strong>: \u30c7\u30fc\u30bf 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