{"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\/ko\/amazon-kinesis\ub294-\uc2e4\uc2dc\uac04-\ub370\uc774\ud130-\uc2a4\ud2b8\ub9bc-\ucc98\ub9ac\ub97c-\uc704\ud55c-\uac15\ub825\ud55c-\ub3c4\/","title":{"rendered":"Amazon Kinesis: \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\ub97c \uc704\ud55c \uac15\ub825\ud55c \ub3c4\uad6c"},"content":{"rendered":"

\uc624\ub298\ub0a0\uc758 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0 \uae30\uc5c5\ub4e4\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc6f9\uc0ac\uc774\ud2b8, IoT \uae30\uae30, \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc2dc\uc2a4\ud15c \ub4f1\uc5d0\uc11c \uc5c4\uccad\ub09c \uc591\uc758 \ub370\uc774\ud130\ub97c \ub04a\uc784\uc5c6\uc774 \uc0dd\uc131\ud558\uace0 \uc218\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\uc2e4\uc2dc\uac04 \ub370\uc774\ud130<\/strong>\ube60\ub978 \uc811\uadfc, \ubd84\uc11d \ubc0f \ud65c\uc6a9\uc740 \uae30\uc5c5 \uacbd\uc7c1\ub825 \ud5a5\uc0c1\uc758 \ud575\uc2ec\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

Amazon Web Services(AWS)\uc5d0\uc11c \uc81c\uacf5 \uc544\ub9c8\uc874 \ud0a4\ub124\uc2dc\uc2a4<\/strong>\uae30\uc5c5\uc774 \uc2e4\uc2dc\uac04 \uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud575\uc2ec \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

Amazon Kinesis\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h4>\n

Amazon Kinesis\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uad00\ub9ac\ud615 \uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130 \ucc98\ub9ac \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub370\uc774\ud130\uac00 \ub514\uc2a4\ud06c\uc5d0 \uc800\uc7a5\ub41c \ud6c4 \ucc98\ub9ac\ub420 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub9b4 \ud544\uc694 \uc5c6\uc774, \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub97c \uc989\uc2dc \ubd84\uc11d\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \uc77c\uad04 \ucc98\ub9ac \ubc29\uc2dd\uacfc \ub2ec\ub9ac, Kinesis\ub294\ubc00\ub9ac\ucd08 \uc218\uc900\uc758 \ub370\uc774\ud130 \uac00\uc6a9\uc131<\/strong>\uae30\uc5c5\uc774 \ub354 \ube60\ub978 \ud1b5\ucc30\ub825\uacfc \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0\uc744 \uc5bb\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n

\uac04\ub2e8\ud788 \ub9d0\ud574\uc11c, Kinesis\ub294 \ub2e4\uc591\ud55c \uc18c\uc2a4(\uc608: \ub85c\uadf8, \ud2b8\ub79c\uc7ad\uc158, \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc \ub4f1)\uc5d0\uc11c \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ubd84\uc11d \ub3c4\uad6c\ub85c \ub370\uc774\ud130\ub97c \ube60\ub974\uac8c \uc804\ub2ec\ud558\ub294 \uace0\uc131\ub2a5 "\ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778"\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

Amazon Kinesis\uc758 4\uac00\uc9c0 \ud575\uc2ec \uc11c\ube44\uc2a4<\/h4>\n
1. Kinesis \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc(KDS)<\/strong><\/h5>\n
    \n
  • \ub192\uc740 \ucc98\ub9ac\ub7c9\uacfc \ub192\uc740 \uc548\uc815\uc131\uc744 \uac16\ucd98 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
  • \ud074\ub9ad\uc2a4\ud2b8\ub9bc, IoT \uae30\uae30, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc774\ubca4\ud2b8, \uae08\uc735 \uac70\ub798 \ub4f1\uc758 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
  • \uc9c0\uc5f0 \uc2dc\uac04\uc740 \uc57d 70\ubc00\ub9ac\ucd08\ub85c \ub9e4\uc6b0 \uc9e7\uc544 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, \ub3d9\uc801 \uac00\uaca9 \ucc45\uc815, \uc774\uc0c1 \uac10\uc9c0\uc640 \uac19\uc740 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
    2. Kinesis \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc<\/strong><\/h5>\n
      \n
    • \ube44\ub514\uc624 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc548\uc804\ud558\uac8c \ucea1\ucc98\ud558\uace0 \uc800\uc7a5\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n
    • \uce74\uba54\ub77c, \ub4dc\ub860, \ub808\uc774\ub354, \ubaa8\ubc14\uc77c \uae30\uae30\uc758 \ub370\uc774\ud130 \uc785\ub825\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
    • WebRTC\uc758 \uba38\uc2e0 \ube44\uc804, \uc2e4\uc2dc\uac04 \ube44\ub514\uc624 \ubd84\uc11d, \ub77c\uc774\ube0c \ubc29\uc1a1, \uc591\ubc29\ud5a5 \uc2e4\uc2dc\uac04 \ud1b5\uc2e0\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
      3. Kinesis \ub370\uc774\ud130 \ud30c\uc774\uc5b4\ud638\uc2a4<\/strong><\/h5>\n
        \n
      • Amazon S3, Amazon Redshift, Amazon OpenSearch Service \ub4f1\uc758 \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \ubd84\uc11d \ub3c4\uad6c\uc5d0 \uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \ub85c\ub4dc\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n
      • \ub0b4\uc7a5\ub41c \ub370\uc774\ud130 \uc555\ucd95, \uc77c\uad04 \ucc98\ub9ac, \uc554\ud638\ud654 \ubc0f \uae30\ud0c0 \uae30\ub2a5\uc73c\ub85c \uae30\uc5c5\uc758 \uc800\uc7a5 \ubc0f \uc6b4\uc601, \uc720\uc9c0 \uad00\ub9ac \ube44\uc6a9\uc774 \uc808\uac10\ub429\ub2c8\ub2e4.<\/li>\n
      • \ud544\uc694\uc5d0 \ub530\ub77c\uc6d0\ud65c\ud55c \ucc29\ub959 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/strong>Firehose\ub294 \uae30\uc5c5\uc744 \uc704\ud574 \uc6b4\uc601 \ubc0f \uc720\uc9c0 \uad00\ub9ac\uac00 \ud544\uc694 \uc5c6\ub294 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
        4. Kinesis \ub370\uc774\ud130 \ubd84\uc11d<\/strong><\/h5>\n
          \n
        • Apache Flink \uae30\ubc18\uc758 \uc644\uc804 \uad00\ub9ac\ud615 \uc2a4\ud2b8\ub9ac\ubc0d \ubd84\uc11d \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/li>\n
        • SQL, Java, Scala, Python \ub4f1 \ub2e4\uc591\ud55c \uac1c\ubc1c \ubc29\ubc95\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
        • \uae30\uc5c5\uc774 \uc2e4\uc2dc\uac04 ETL, \uc2e4\uc2dc\uac04 \uc54c\ub9bc \ubc0f \uc2a4\ud2b8\ub9ac\ubc0d \ub300\uc2dc\ubcf4\ub4dc\ub97c \uad6c\ucd95\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

           <\/p>\n

          Amazon Kinesis\uc640 Apache Kafka \ube44\uad50<\/h4>\n

          Amazon Kinesis\uc640 Apache Kafka\ub294 \ubaa8\ub450 \uc5c5\uacc4\uc758 \uc8fc\ub958 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\uc774\uc9c0\ub9cc, \uc704\uce58\uc640 \uc0ac\uc6a9 \ubc29\uc2dd\uc774 \ub2e4\ub985\ub2c8\ub2e4.<\/p>\n

            \n
          • \uc6b4\uc601 \ubc0f \uc720\uc9c0 \ubcf4\uc218 \ubd80\ub2f4<\/strong>: Kinesis\ub294 \uc644\ubcbd\ud558\uac8c \uad00\ub9ac\ub418\ubbc0\ub85c \uae30\uc5c5\uc774 \uae30\ubcf8 \ud074\ub7ec\uc2a4\ud130\ub97c \uc9c1\uc811 \ubc30\ud3ec\ud558\uace0 \uc720\uc9c0 \uad00\ub9ac\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ubc18\uba74 Kafka\ub294 \ucd94\uac00\uc801\uc778 \uc791\uc5c5, \uc720\uc9c0 \uad00\ub9ac \ubc0f \uad6c\uc131\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n
          • \uc720\uc5f0\uc131<\/strong>: Kafka\ub294 \ub354 \ud070 \ubd84\ud560 \ubc0f \ubcf5\uc81c \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74, Kinesis\ub294 \uc0ac\uc6a9 \ud3b8\uc758\uc131\uacfc \ube60\ub978 \uad6c\ud604\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/li>\n
          • \uc644\uc131<\/strong>: Kinesis\ub294 AWS \uae30\ubcf8 \uc11c\ube44\uc2a4\uc640 \uae34\ubc00\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uc788\uc5b4 \uae30\uc5c5\uc774 S3, Redshift, Lambda\uc640 \uac19\uc740 \ub3c4\uad6c\uc5d0 \uc27d\uac8c \uc5f0\uacb0\ud558\uc5ec \uc885\ub2e8 \uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ub9c1\ud06c\ub97c \ube60\ub974\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n

            AWS \ud074\ub77c\uc6b0\ub4dc\ub97c \uc0ac\uc6a9\ud558\ub294 \ub300\ubd80\ubd84\uc758 \ud68c\uc0ac\uc758 \uacbd\uc6b0 Amazon Kinesis\ub97c \uc120\ud0dd\ud558\uba74 \uc6b4\uc601 \ube44\uc6a9\uc774 \ub0ae\uc544\uc9c0\uace0 \uac00\uc6a9\uc131\uc774 \ub192\uc544\uc9c0\uba70 \uad6c\ud604 \ud6a8\uc728\uc131\uc774 \ube68\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n

             <\/p>\n

            \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c<\/h4>\n

            \uacf5\uc2dd AWS \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c \uc6b0\ub9ac\ub294 \uae30\uc5c5\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

              \n
            • \uc6d0\uc2a4\ud1b1 \ucee8\uc124\ud305 \ubc0f \uac74\ucd95 \uc124\uacc4<\/strong>: \uae30\uc5c5\uc758 \ub370\uc774\ud130 \uaddc\ubaa8\uc640 \ube44\uc988\ub2c8\uc2a4 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub530\ub77c \uc801\uc808\ud55c Kinesis \uc11c\ube44\uc2a4 \uc870\ud569\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/li>\n
            • \ube44\uc6a9 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158<\/strong>: \uae30\uc5c5\uc774 \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\ub294 \ub3d9\uc2dc\uc5d0 AWS \uc0ac\uc6a9 \ube44\uc6a9\uc744 \ud569\ub9ac\uc801\uc73c\ub85c \ud1b5\uc81c\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
            • \ud604\uc9c0\ud654 \uc9c0\uc6d0<\/strong>: \uae30\uc5c5\uc774 \uc2e4\uc81c \uc0ac\uc6a9 \uc2dc \uc9c1\uba74\ud558\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc911\uad6d\uc5b4 \ubb38\uc11c, \uc804\ubb38\uac00\uc758 \uc9c0\uce68 \ubc0f \uad50\uc721\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
            • \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc218\uc900 \uad6c\ud604 \ubc0f \ub9c8\uc774\uadf8\ub808\uc774\uc158<\/strong>: \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \ud50c\ub7ab\ud3fc\uc758 \uc6d0\ud65c\ud55c \uad6c\ud604\uc744 \ubcf4\uc7a5\ud558\uace0 \uad6c\ud604 \uc704\ud5d8\uc744 \uc904\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n

               <\/p>\n

              \uc694\uc57d\ud558\ub2e4<\/h4>\n

              Amazon Kinesis\ub97c \uc0ac\uc6a9\ud558\uba74 \uae30\uc5c5\uc774\uccab \ubc88\uc9f8 \ub370\uc774\ud130 \uc0dd\uc131<\/strong>\uc644\ubcbd\ud55c \uc561\uc138\uc2a4\uc640 \ubd84\uc11d\uc744 \uc81c\uacf5\ud558\ub294 Kinesis\ub294 \uc2e4\uc2dc\uac04 \uc758\uc0ac \uacb0\uc815 \ubc0f \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ud0c4\ud0c4\ud55c \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2a4\ud2b8\ub9ac\ubc0d \ub85c\uadf8 \ubaa8\ub2c8\ud130\ub9c1, \ube44\ub514\uc624 \ubd84\uc11d, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95 \ub4f1 \uc5b4\ub5a4 \uc791\uc5c5\uc774\ub4e0 Kinesis\ub294 \uae30\uc5c5\uc758 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc804\ub7b5\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

              AWS \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c \uc6b0\ub9ac\ub294 \uadc0\uc0ac\uac00 Amazon Kinesis\ub97c \uc2e0\uc18d\ud558\uac8c \ubc30\ud3ec\ud558\uace0 \uae30\uc874 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc544\ud0a4\ud14d\ucc98\uc640 \ud1b5\ud569\ud558\uc5ec \ud6a8\uc728\uc801\uc774\uace0 \uc800\ub834\ud558\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\ub4dc\ub9bd\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

              \uc624\ub298\ub0a0 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0\uc11c \uae30\uc5c5\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc6f9\uc0ac\uc774\ud2b8, IoT \uae30\uae30 \ubc0f \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub9e4\uc77c \uc5c4\uccad\ub09c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \uc218\uc2e0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc5d0 \uc2e0\uc18d\ud558\uac8c \uc811\uadfc\ud558\uace0 \ubd84\uc11d\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \uac83\uc740 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":3957,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3956","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3956","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=3956"}],"version-history":[{"count":2,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3956\/revisions"}],"predecessor-version":[{"id":3959,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3956\/revisions\/3959"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/3957"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=3956"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=3956"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=3956"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}