{"id":17922,"date":"2024-11-20T04:25:35","date_gmt":"2024-11-20T04:25:35","guid":{"rendered":"https:\/\/www.mizuho.kr\/?p=960"},"modified":"2026-03-22T01:53:12","modified_gmt":"2026-03-21T16:53:12","slug":"mlops-market-smrc","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/mlops-market-smrc\/","title":{"rendered":"\uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5 : \uad6c\uc131 \uc694\uc18c\ubcc4 (\ud50c\ub7ab\ud3fc, \uc11c\ube44\uc2a4)"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-961\" src=\"https:\/\/www.mizuho.kr\/wp-content\/uploads\/2024\/11\/1-450.png\" alt=\"\" width=\"1003\" height=\"447\" \/><\/p>\n<p>1 \uc694\uc57d<\/p>\n<p>2 \uc11c\ubb38<br \/>\n2.1 \uc694\uc57d<br \/>\n2.2 \uc2a4\ud14c\uc774\ud06c \ud640\ub354<br \/>\n2.3 \uc5f0\uad6c \ubc94\uc704<br \/>\n2.4 \uc5f0\uad6c \ubc29\ubc95\ub860<br \/>\n2.4.1 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd<br \/>\n2.4.2 \ub370\uc774\ud130 \ubd84\uc11d<br \/>\n2.4.3 \ub370\uc774\ud130 \uac80\uc99d<br \/>\n2.4.4 \uc5f0\uad6c \uc811\uadfc \ubc29\uc2dd<br \/>\n2.5 \uc5f0\uad6c \ucd9c\ucc98<br \/>\n2.5.1 1\ucc28 \uc5f0\uad6c \ucd9c\ucc98<br \/>\n2.5.2 \ubcf4\uc870 \uc5f0\uad6c \ucd9c\ucc98<br \/>\n2.5.3 \uac00\uc815<\/p>\n<p>3 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubd84\uc11d<br \/>\n3.1 \uc18c\uac1c<br \/>\n3.2 \ub3d9\uc778<br \/>\n3.3 \uc81c\uc57d<br \/>\n3.4 \uae30\ud68c<br \/>\n3.5 \uc704\ud611<br \/>\n3.6 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubd84\uc11d<br \/>\n3.7 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubd84\uc11d<br \/>\n3.8 \uc2e0\ud765 \uc2dc\uc7a5<br \/>\n3.9 \ucf54\ub85c\ub09819\uc758 \uc601\ud5a5<\/p>\n<p>4 \ud3ec\ud130\uc758 \ub2e4\uc12f \uac00\uc9c0 \ud798 \ubd84\uc11d<br \/>\n4.1 \uacf5\uae09\uc790\uc758 \ud611\uc0c1\ub825<br \/>\n4.2 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\ub825<br \/>\n4.3 \ub300\uccb4\ud488\uc758 \uc704\ud611<br \/>\n4.4 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<br \/>\n4.5 \uacbd\uc7c1 \uacbd\uc7c1<\/p>\n<p>5 \uad6c\uc131 \uc694\uc18c \ubcc4 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5<br \/>\n5.1 \uc18c\uac1c<br \/>\n5.2 \ud50c\ub7ab\ud3fc<br \/>\n5.3 \uc11c\ube44\uc2a4<\/p>\n<p>6 \ubc30\ud3ec \ubcc4 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5<br \/>\n6.1 \uc18c\uac1c<br \/>\n6.2 \ud074\ub77c\uc6b0\ub4dc<br \/>\n6.3 \uc628\ud504\ub808\ubbf8\uc2a4<br \/>\n6.4 \ud558\uc774\ube0c\ub9ac\ub4dc<\/p>\n<p>7 \uae30\uc5c5 \uc720\ud615\ubcc4 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5<br \/>\n7.1 \uc18c\uac1c<br \/>\n7.2 \uc911\uc18c\uae30\uc5c5<br \/>\n7.3 \ub300\uae30\uc5c5<\/p>\n<p>8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubcc4 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5<br \/>\n8.1 \uc18c\uac1c<br \/>\n8.2 \ub370\uc774\ud130 \uad00\ub9ac<br \/>\n8.3 \ubaa8\ub378 \uc778\ud504\ub77c<br \/>\n8.4 \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/p>\n<p>9 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubcc4 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5<br \/>\n9.1 \uc18c\uac1c<br \/>\n9.2 IT \ubc0f \ud1b5\uc2e0<br \/>\n9.3 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<br \/>\n9.4 \uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8<br \/>\n9.5 \uc81c\uc870<br \/>\n9.6 \uc18c\ub9e4\uc5c5<br \/>\n9.7 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<br \/>\n9.8 \uad11\uace0<br \/>\n9.9 \uc6b4\uc1a1 \ubc0f \ubb3c\ub958<br \/>\n9.10 \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0<br \/>\n9.11 \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<\/p>\n<p>10 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4 \ud604\ud669<br \/>\n10.1 \uc18c\uac1c<br \/>\n10.2 \ubd81\ubbf8<br \/>\n10.2.1 \ubbf8\uad6d<br \/>\n10.2.2 \uce90\ub098\ub2e4<br \/>\n10.2.3 \uba55\uc2dc\ucf54<br \/>\n10.3 \uc720\ub7fd<br \/>\n10.3.1 \ub3c5\uc77c<br \/>\n10.3.2 \uc601\uad6d<br \/>\n10.3.3 \uc774\ud0c8\ub9ac\uc544<br \/>\n10.3.4 \ud504\ub791\uc2a4<br \/>\n10.3.5 \uc2a4\ud398\uc778<br \/>\n10.3.6 \uae30\ud0c0 \uc720\ub7fd<br \/>\n10.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<br \/>\n10.4.1 \uc77c\ubcf8<br \/>\n10.4.2 \uc911\uad6d<br \/>\n10.4.3 \uc778\ub3c4<br \/>\n10.4.4 \ud638\uc8fc<br \/>\n10.4.5 \ub274\uc9c8\ub79c\ub4dc<br \/>\n10.4.6 \ub300\ud55c\ubbfc\uad6d<br \/>\n10.4.7 \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed<br \/>\n10.5 \ub0a8\ubbf8<br \/>\n10.5.1 \uc544\ub974\ud5e8\ud2f0\ub098<br \/>\n10.5.2 \ube0c\ub77c\uc9c8<br \/>\n10.5.3 \uce60\ub808<br \/>\n10.5.4 \ub0a8\ubbf8\uc758 \ub098\uba38\uc9c0 \uc9c0\uc5ed<br \/>\n10.6 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<br \/>\n10.6.1 \uc0ac\uc6b0\ub514 \uc544\ub77c\ube44\uc544<br \/>\n10.6.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<br \/>\n10.6.3 \uce74\ud0c0\ub974<br \/>\n10.6.4 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<br \/>\n10.6.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc758 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/p>\n<p>11 \uc8fc\uc694 \uac1c\ubc1c \uc0ac\ud56d<br \/>\n11.1 \uacc4\uc57d, \ud30c\ud2b8\ub108\uc2ed, \ud611\uc5c5 \ubc0f \ud569\uc791 \ud22c\uc790<br \/>\n11.2 \uc778\uc218 \ubc0f \ud569\ubcd1<br \/>\n11.3 \uc2e0\uc81c\ud488 \ucd9c\uc2dc<br \/>\n11.4 \ud655\uc7a5<br \/>\n11.5 \uae30\ud0c0 \uc8fc\uc694 \uc804\ub7b5<\/p>\n<p>12 \ud68c\uc0ac \ud504\ub85c\ud30c\uc77c\ub9c1<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc2a4\ud2b8\ub798\ud2f0\uc2a4\ud2f1\uc2a4 MRC\uc5d0 \ub530\ub974\uba74 \uae00\ub85c\ubc8c MLOps \uc2dc\uc7a5\uc740 2024\ub144 1\uc5b5 4,160\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc774\uba70, \uc608\uce21 \uae30\uac04 \ub3d9\uc548 41.5%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c 2030\ub144\uc5d0\ub294 1\uc5b5 1,513\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc6b4\uc601\uc740 \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, DevOps, \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc744 \uc735\ud569\ud558\uc5ec \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \ubc30\ud3ec, \ubaa8\ub2c8\ud130\ub9c1, \uad00\ub9ac\ub97c \uac04\uc18c\ud654\ud558\uace0 \ud655\uc7a5\ud558\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc870\uc9c1\uc740 MLOps\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc9c0\uc18d\uc801\uc778 \ud1b5\ud569, \ud14c\uc2a4\ud2b8 \ubc0f \uc81c\uacf5\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \uc2e0\uc18d\ud558\uace0 \uc548\uc815\uc801\uc73c\ub85c \ub300\uaddc\ubaa8\ub85c \ubaa8\ub378\uc744 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uae30\uc5c5\uc740 \uc6b4\uc601\uc0c1\uc758 \ub9c8\ucc30\uc744 \uc904\uc774\uace0, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uc744 \ud1b5\ud574 \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \uac1c\uc120\ud558\uba70, \uba38\uc2e0 \ub7ec\ub2dd(ML) \ubaa8\ub378\uc744 \uc2e4\ud589\uc5d0 \uc62e\uaca8 \ubcc0\ud654\ud558\ub294 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc801\uc6a9\uc131\uacfc \uc720\uc6a9\uc131\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\nIDC(International Data Corporation)\uc5d0 \ub530\ub974\uba74, \uba38\uc2e0\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c AI \ub3c4\uc785\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c 2023\ub144 \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc804 \uc138\uacc4 \uc9c0\ucd9c\uc740 979\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n\uc2dc\uc7a5 \uc5ed\ud559:<br \/>\n\ub3d9\uc778:<br \/>\nAI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc0ac\uc6a9 \uc99d\uac00<br \/>\n\uc81c\uc870, \uae08\uc735, \uc758\ub8cc, \uc18c\ub9e4\uc5c5\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c AI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc774 \uad11\ubc94\uc704\ud558\uac8c \uc0ac\uc6a9\ub418\uace0 \uc788\ub294 \uac83\uc774 MLOps \uc2dc\uc7a5\uc744 \uc774\ub044\ub294 \uc8fc\uc694 \uc694\uc778 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ube44\uc988\ub2c8\uc2a4 \uc778\uc0ac\uc774\ud2b8\ub97c \ucc3d\ucd9c\ud558\uace0 \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uba70 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud560 \uc218 \uc788\ub294 AI\uc758 \uc7a0\uc7ac\ub825\uc744 \uae68\ub2eb\uace0 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uac1c\ubc1c \ubc0f \uad6c\ud604\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud604\uc7ac \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc5d0 AI\ub97c \ud1b5\ud569\ud558\ub294 \uac83\uc774 \uc5b4\ub835\uace0 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud574\uc57c \ud558\uae30 \ub54c\ubb38\uc5d0 \uac15\ub825\ud55c MLOps \ud50c\ub7ab\ud3fc\uc758 \ud544\uc694\uc131\uc774 \uc810\uc810 \ub354 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\uc81c\uc57d:<br \/>\n\ub9c9\ub300\ud55c \uad6c\ud604 \ube44\uc6a9<br \/>\nMLOps \uc194\ub8e8\uc158\uc744 \uad6c\ud604\ud558\ub294 \ub370 \ub4dc\ub294 \ub192\uc740 \ube44\uc6a9\uc740 MLOps \uc2dc\uc7a5\uc758 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc8fc\uc694 \uc694\uc778 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ubaa8\ub4e0 \uac83\uc744 \ud3ec\uad04\ud558\ub294 MLOps \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uac1c\ubc1c\ud558\uace0 \uad6c\ud604\ud558\ub824\uba74 \uc778\ud504\ub77c, \ub3c4\uad6c, \uc778\uc7ac\uc5d0 \uc0c1\ub2f9\ud55c \ud22c\uc790\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc804\uccb4 \uc218\uba85 \uc8fc\uae30 \ub3d9\uc548 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uad00\ub9ac\ud558\uae30 \uc704\ud574 \uc870\uc9c1\uc740 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4, \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4, \uc815\uad50\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub3c4\uad6c\uc5d0 \ud22c\uc790\ud574\uc57c \ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uac8c\ub2e4\uac00 \uc774\ub7ec\ud55c \ube44\uc6a9\uc740 \uc18c\uaddc\ubaa8 \uae30\uc5c5\uc774\ub098 \uc608\uc0b0\uc774 \ube60\ub4ef\ud55c \uae30\uc5c5\uc5d0\uac8c\ub294 \uac10\ub2f9\ud560 \uc218 \uc5c6\ub294 \ube44\uc6a9\uc77c \uc218 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 MLOps \uc194\ub8e8\uc158\uc744 \uc644\uc804\ud788 \uad6c\ud604\ud558\uc9c0 \ubabb\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\uae30\ud68c:<br \/>\n\uc11c\ube44\uc2a4\ud615 \uc778\ud504\ub77c(IaaS) \ubc0f \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uc758 \uc131\uc7a5<br \/>\n\uc11c\ube44\uc2a4\ud615 \uc778\ud504\ub77c(IaaS) \ubc0f \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uc0b0\uc5c5\uc740 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 MLOps\uc5d0 \uc0c8\ub85c\uc6b4 \uc2dc\uc7a5 \uae30\ud68c\uac00 \uc5f4\ub9ac\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uac1c\ubc1c, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ub294 AWS, Google Cloud, Microsoft Azure\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \uc801\uc751 \uac00\ub2a5\ud55c \uc778\ud504\ub77c\ub97c \ud1b5\ud574 \uc9c0\uc6d0\ub429\ub2c8\ub2e4. \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc194\ub8e8\uc158\uc758 \uc778\uae30\uac00 \ub192\uc544\uc9c0\uba74\uc11c \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc758 \ubcf5\uc7a1\uc131\uacfc \ube44\uc6a9\uc774 \uc904\uc5b4\ub4dc\ub294 \ub3d9\uc2dc\uc5d0 \uae30\uc5c5\ub4e4\uc740 \uc790\ub3d9\ud654\ub41c \ubaa8\ub378 \ubc30\ud3ec \ubc0f \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac19\uc740 MLOps\uc758 \uc7a5\uc810\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<br \/>\n\uc704\ud611:<br \/>\n\uc2dc\uc7a5 \ud3ec\ud654 \ubc0f \uacbd\uc7c1 \uc2ec\ud654<br \/>\n\uc798 \uc54c\ub824\uc9c4 \uae30\uc220 \uae30\uc5c5\uacfc \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \uc810\uc810 \ub354 \ub9ce\uc774 MLOps \uc2dc\uc7a5\uc5d0 \uc9c4\uc785\ud558\uba74\uc11c \uacbd\uc7c1\uc774 \uce58\uc5f4\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacbd\uc7c1\uc5c5\uccb4\uc758 \ubc94\ub78c\uc73c\ub85c \uc778\ud55c \uc2dc\uc7a5 \ud3ec\ud654\ub85c \uc778\ud574 \uac1c\ubcc4 MLOps \uc81c\uacf5\uc5c5\uccb4\ub294 \uacbd\uc7c1\uc5d0\uc11c \ub208\uc5d0 \ub744\uace0 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ubcf4\ud558\uae30\uac00 \ub354 \uc5b4\ub824\uc6cc\uc84c\uc2b5\ub2c8\ub2e4. \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uae30\uc5c5\uc740 \ub354 \uc815\uad50\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uac70\ub098 \ube44\uc6a9\uc744 \uc808\uac10\ud574\uc57c \ud55c\ub2e4\ub294 \uc555\ubc15\uc744 \ub290\ub084 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc9c0\uc18d \uac00\ub2a5\uc131\uacfc \uc218\uc775\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub2e4\uc591\ud55c MLOps \uc194\ub8e8\uc158\uc774 \ub9ce\uc544 \uc7a0\uc7ac \uace0\uac1d\uc5d0\uac8c \ud63c\ub780\uc744 \uc8fc\uc5b4 \uace0\uc720\ud55c \uc694\uad6c\uc0ac\ud56d\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud558\uae30 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\ucf54\ub85c\ub09819 \uc601\ud5a5:<br \/>\n\ucf54\ub85c\ub09819 \ud32c\ub370\ubbf9\uc73c\ub85c \uc778\ud574 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc774 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uae30\uc5c5\ub4e4\uc774 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uae09\ubcc0\ud558\ub294 \uc0c1\ud669\uc5d0 \uc801\uc751\ud574\uc57c \ud588\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc6d0\uaca9 \uadfc\ubb34\uc758 \uc99d\uac00, \ub514\uc9c0\ud138 \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4 \uc99d\uac00, \ub370\uc774\ud130 \uae30\ubc18 \uc778\uc0ac\uc774\ud2b8\uc758 \uc808\uc2e4\ud55c \ud544\uc694\uc131\uc73c\ub85c \uc778\ud574 \ub300\uaddc\ubaa8\ub85c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\ub294 MLOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud32c\ub370\ubbf9\uc73c\ub85c \uc778\ud574 \uc774\ubbf8 \uad6c\ucd95\ub418\uc5b4 \uc788\ub358 \uc778\ud504\ub77c\uc758 \ucde8\uc57d\uc810\uc774 \ub4dc\ub7ec\ub098\uba74\uc11c MLOps \ud504\ub808\uc784\uc6cc\ud06c\uc758 \ud655\uc7a5 \ubc0f \ubcf4\uc548 \ubb38\uc81c\uac00 \uc8fc\ubaa9\ubc1b\uae30\ub3c4 \ud588\uc2b5\ub2c8\ub2e4.<br \/>\n\ud50c\ub7ab\ud3fc \ubd80\ubb38\uc740 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ud070 \uaddc\ubaa8\uac00 \ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n\ud50c\ub7ab\ud3fc \ubd80\ubb38\uc740 MLOps \uc2dc\uc7a5\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \uac1c\ubc1c, \ubc30\ud3ec, \ubaa8\ub2c8\ud130\ub9c1\uc740 \ubaa8\ub450 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc5d0\uc11c MLOps \ud50c\ub7ab\ud3fc\uc774 \uc81c\uacf5\ud558\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uc11c\ube44\uc2a4\ub97c \ud1b5\ud574 \uac04\uc18c\ud654\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \ubc84\uc804 \uad00\ub9ac, \ud611\uc5c5 \ub3c4\uad6c, \uc790\ub3d9\ud654\ub41c \ubaa8\ub378 \ud6c8\ub828 \ub4f1 \uc870\uc9c1\uc758 \ud6a8\uc728\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uac1c\uc120\ud558\ub294 \uc911\uc694\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 ML \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uc5ec\ub7ec \ub2e8\uacc4\ub97c \ub2e8\uc77c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uacb0\ud569\ud558\uc5ec \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ubcf4\ub2e4 \ube60\ub974\uace0 \uc548\uc815\uc801\uc73c\ub85c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uae30 \ub54c\ubb38\uc5d0 AI \uae30\uc220\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uace0\uc790 \ud558\ub294 \uae30\uc5c5\uc5d0\uac8c \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<br \/>\n\ud074\ub77c\uc6b0\ub4dc \ubd80\ubb38\uc740 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ub192\uc740 CAGR\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\nMLOps \uc2dc\uc7a5\uc758 \ud074\ub77c\uc6b0\ub4dc \ubd80\ubb38\uc740 \uac00\uc7a5 \ub192\uc740 CAGR\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 MLOps \uc194\ub8e8\uc158\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131, \ud655\uc7a5\uc131 \ubc0f \uc720\uc5f0\uc131 \uce21\uba74\uc5d0\uc11c \ub9e4\uc6b0 \uc720\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc194\ub8e8\uc158\uc758 \ub3c4\uc6c0\uc73c\ub85c \uae30\uc5c5\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \ud558\ub4dc\uc6e8\uc5b4\uc5d0 \ud070 \ud22c\uc790\ub97c \ud558\uc9c0 \uc54a\uace0\ub3c4 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \uc0ac\uc6a9\ud574 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uad00\ub9ac\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc740 \uc190\uc26c\uc6b4 \ud611\uc5c5, \ub3d9\uc801 \ub9ac\uc18c\uc2a4 \ud560\ub2f9, \ub2e4\ub978 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4\uc640\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc0dd\uc131 \ubc0f \uc801\uc6a9 \uc18d\ub3c4\ub97c \ub192\uc5ec\uc90d\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ucc98\ub9ac \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 AI \uc6b4\uc601\uc744 \uc790\ub3d9\ud654\ud558\ub294 \uae30\uc5c5\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 MLOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub3c4 \ube60\ub974\uac8c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\uc810\uc720\uc728\uc774 \uac00\uc7a5 \ub192\uc740 \uc9c0\uc5ed:<br \/>\n\ubd81\ubbf8 \uc9c0\uc5ed\uc740 MLOps \uc2dc\uc7a5\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc758 \uac15\ub825\ud55c \uae30\uc220 \uc778\ud504\ub77c, \ucd5c\uace0 \uae30\uc220 \uae30\uc5c5\uc758 \uc9d1\uc911, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \uc778\uacf5 \uc9c0\ub2a5 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub300\ud55c \ub300\uaddc\ubaa8 \ud22c\uc790\uac00 \uc774 \uc9c0\uc5ed\uc774 \uc6b0\uc704\ub97c \uc810\ud558\ub294 \uc8fc\uc694 \uc6d0\uc778\uc785\ub2c8\ub2e4. \ubd81\ubbf8\uc758 \uc9c0\ubc30\uc801\uc778 \uc704\uce58\ub294 \ud601\uc2e0\uacfc \uc5f0\uad6c\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c MLOps \uc194\ub8e8\uc158 \uc81c\uacf5\uc5c5\uccb4\ub85c \uad6c\uc131\ub41c \uc0dd\ud0dc\uacc4\uac00 \ubc1c\ub2ec\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4. \ub610\ud55c, \uc8fc\uc694 \ub370\uc774\ud130 \uc13c\ud130\uc640 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub3c4 \uc774 \uc9c0\uc5ed\uc5d0 \uc704\uce58\ud558\uace0 \uc788\uc5b4 MLOps \uad00\ud589\uc758 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc744 \uc7a5\ub824\ud558\uace0 \ubd81\ubbf8 \uc9c0\uc5ed\uc744 \uc5c5\uacc4 \uc120\ub450\ub85c \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc774 \uac00\uc7a5 \ub192\uc740 \uc9c0\uc5ed:<br \/>\n\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc5d0\uc11c MLOps \uc2dc\uc7a5\uc740 \uac00\uc7a5 \ub192\uc740 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc758 \ub514\uc9c0\ud138 \uc778\ud504\ub77c \uc131\uc7a5, AI \uae30\uc220 \uc0ac\uc6a9 \uc99d\uac00, \uacf5\uacf5 \ubc0f \ubbfc\uac04 \ubd80\ubb38\uc758 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub300\ud55c \ud22c\uc790 \uae09\uc99d \ub4f1\uc774 \ube60\ub978 \uc131\uc7a5\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8\uacfc \uac19\uc740 \uad6d\uac00\ub4e4\uc774 \uae30\uc220 \ud601\uc2e0\uacfc \ubc1c\uc804\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc774 \uc9c0\uc5ed\uc758 \uae09\uc131\uc7a5\ud558\ub294 \uae30\uc220 \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uc5d0 \ub300\ud55c \uac15\uc870\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c MLOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uac1c\ubc1c \uc0ac\ud56d:<br \/>\n2024\ub144 8\uc6d4, \uc544\ub9c8\uc874\uc740 \uce98\ub9ac\ud3ec\ub2c8\uc544 \uc0b0\ud638\uc138\uc5d0 \ubcf8\uc0ac\ub97c \ub454 \uc0c1\uc7a5 \uae30\uc220 \uae30\uc5c5 Xperi\uc758 \uc790\ud68c\uc0ac\uc778 \uce69 \uc81c\uc870\uc5c5\uccb4\uc774\uc790 AI \ubaa8\ub378 \uc555\ucd95 \ud68c\uc0ac Perceive\ub97c \ud604\uae08 8\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc778\uc218\ud558\ub294 \uacc4\uc57d\uc744 \uccb4\uacb0\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uac70\ub798\ub294 \uae08\uc694\uc77c \uc624\ud6c4 Xperi\uac00 \uc99d\uad8c\uac70\ub798\uc704\uc6d0\ud68c\uc5d0 \uc81c\ucd9c\ud55c \uc11c\ub958\uc5d0\uc11c \uacf5\uac1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<br \/>\n2024\ub144 5\uc6d4, Google LLC\ub294 \uc77c\ubcf8\uc758 \ub450 \uc5d0\ub108\uc9c0 \uacf5\uae09\uc5c5\uccb4\uc640 \uc804\ub825\uad6c\ub9e4\uacc4\uc57d(PPA)\uc744 \uccb4\uacb0\ud558\uc5ec \uc77c\ubcf8\uc758 \ub370\uc774\ud130\uc13c\ud130\uc5d0 \uc804\ub825\uc744 \uacf5\uae09\ud558\uae30 \uc704\ud574 60MW\uc758 \ud0dc\uc591\uad11 \ubc1c\uc804 \uc6a9\ub7c9\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uac70\ub300 \uae30\uc220 \uae30\uc5c5\uc740 \uc774\ud1a0\ucd94 \ucf54\ud37c\ub808\uc774\uc158(TYO:8001)\uc758 \ud30c\ud2b8\ub108\uc778 \ud074\ub9b0 \uc5d0\ub108\uc9c0 \ucee4\ub125\ud2b8(Clean Energy Connect Inc) \ubc0f \uc2dc\uc820 \uc5d0\ub108\uc9c0(Shizen Energy)\uc640 \uc77c\ubcf8\uc5d0\uc11c \ucc98\uc74c\uc73c\ub85c PPA\ub97c \uccb4\uacb0\ud588\ub2e4\uace0 \ubc1d\ud614\uc2b5\ub2c8\ub2e4.<br \/>\n\uc54c\ub808\uadf8\ub85c \ub9c8\uc774\ud06c\ub85c\uc2dc\uc2a4\ud15c\uc988\ub294 2023\ub144 8\uc6d4 \ud130\ub110 \uc790\uae30\uc800\ud56d(TMR) \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc790\uae30 \uc13c\uc11c \uac1c\ubc1c\uc5c5\uccb4\uc778 \ud06c\ub85c\ucee4\uc2a4 \ud14c\ud06c\ub180\ub85c\uc9c0(Crocus Technology)\ub97c \uc778\uc218\ud558\ub294 \ucd5c\uc885 \uacc4\uc57d\uc744 \uccb4\uacb0\ud588\ub2e4\uace0 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uac70\ub798 \uae08\uc561\uc740 4\uc5b5 2,000\ub9cc \ub2ec\ub7ec\uc774\uba70 \uc804\uc561 \ud604\uae08\uc73c\ub85c \uc9c0\uae09\ub420 \uc608\uc815\uc785\ub2c8\ub2e4.  Crocus\ub294 2006\ub144 \ud504\ub791\uc2a4 \uadf8\ub974\ub178\ube14\uc5d0 \uc704\uce58\ud55c \uc2a4\ud540\ud2b8\ub85c\ub2c9\uc2a4 \uc2a4\ud540\ud14d\uc758 \uc5f0\uad6c\uc18c\uc5d0\uc11c \ubd84\uc0ac\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<br \/>\n\ub2e4\ub8e8\ub294 \uad6c\uc131 \uc694\uc18c<br \/>\n&#8211; \ud50c\ub7ab\ud3fc<br \/>\n&#8211; \uc11c\ube44\uc2a4 <\/p>\n<p>\ub300\uc0c1 \ubc30\ud3ec<br \/>\n&#8211; \ud074\ub77c\uc6b0\ub4dc<br \/>\n&#8211; \uc628\ud504\ub808\ubbf8\uc2a4<br \/>\n&#8211; \ud558\uc774\ube0c\ub9ac\ub4dc<br \/>\n\uc9c0\uc6d0 \ub300\uc0c1 \uae30\uc5c5 \uc720\ud615<br \/>\n&#8211; \uc911\uc18c\uae30\uc5c5<br \/>\n&#8211; \ub300\uae30\uc5c5<br \/>\n\uc9c0\uc6d0 \ub300\uc0c1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<br \/>\n&#8211; \ub370\uc774\ud130 \uad00\ub9ac<br \/>\n&#8211; \ubaa8\ub378 \uc778\ud504\ub77c<br \/>\n&#8211; \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<br \/>\n\ucd5c\uc885 \uc0ac\uc6a9\uc790 \ub300\uc0c1<br \/>\n&#8211; IT \ubc0f \ud1b5\uc2e0<br \/>\n&#8211; \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<br \/>\n&#8211; \uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8<br \/>\n&#8211; \uc81c\uc870<br \/>\n&#8211; \uc18c\ub9e4\uc5c5<br \/>\n&#8211; \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<br \/>\n&#8211; \uad11\uace0<br \/>\n&#8211; \uc6b4\uc1a1 \ubc0f \ubb3c\ub958<br \/>\n&#8211; \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0<br \/>\n&#8211; \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<br \/>\n\uc9c0\uc6d0 \uc9c0\uc5ed<br \/>\n&#8211; \ubd81\ubbf8<br \/>\no \ubbf8\uad6d<br \/>\no \uce90\ub098\ub2e4<br \/>\no \uba55\uc2dc\ucf54<br \/>\n&#8211; \uc720\ub7fd<br \/>\no \ub3c5\uc77c<br \/>\no \uc601\uad6d<br \/>\no \uc774\ud0c8\ub9ac\uc544<br \/>\no \ud504\ub791\uc2a4<br \/>\no \uc2a4\ud398\uc778<br \/>\no \uae30\ud0c0 \uc720\ub7fd<br \/>\n&#8211; \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<br \/>\no \uc77c\ubcf8<br \/>\no \uc911\uad6d<br \/>\no \uc778\ub3c4<br \/>\no \ud638\uc8fc<br \/>\no \ub274\uc9c8\ub79c\ub4dc<br \/>\no \ub300\ud55c\ubbfc\uad6d<br \/>\no \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed<br \/>\n&#8211; \ub0a8\ubbf8<br \/>\no \uc544\ub974\ud5e8\ud2f0\ub098<br \/>\no \ube0c\ub77c\uc9c8<br \/>\no \uce60\ub808<br \/>\no \uae30\ud0c0 \ub0a8\ubbf8<br \/>\n&#8211; \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<br \/>\no \uc0ac\uc6b0\ub514 \uc544\ub77c\ube44\uc544<br \/>\no \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<br \/>\no \uce74\ud0c0\ub974<br \/>\no \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<br \/>\no \uae30\ud0c0 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<br \/>\n\ubcf4\uace0\uc11c\uc758 \uc8fc\uc694 \ub0b4\uc6a9<br \/>\n&#8211; \uc9c0\uc5ed \ubc0f \uad6d\uac00\ubcc4 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub300\ud55c \uc2dc\uc7a5 \uc810\uc720\uc728 \ud3c9\uac00<br \/>\n&#8211; \uc2e0\uaddc \ucc38\uac00\uc790\ub97c \uc704\ud55c \uc804\ub7b5\uc801 \uad8c\uc7a5 \uc0ac\ud56d<br \/>\n&#8211; 2022\ub144, 2023\ub144, 2024\ub144, 2026\ub144, 2030\ub144\uc758 \uc2dc\uc7a5 \ub370\uc774\ud130\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.<br \/>\n&#8211; \uc2dc\uc7a5 \ub3d9\ud5a5 (\ub3d9\uc778, \uc81c\uc57d, \uae30\ud68c, \uc704\ud611, \uacfc\uc81c, \ud22c\uc790 \uae30\ud68c \ubc0f \uad8c\uc7a5 \uc0ac\ud56d)<br \/>\n&#8211; \uc2dc\uc7a5 \ucd94\uc815\uce58\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc8fc\uc694 \ube44\uc988\ub2c8\uc2a4 \ubd80\ubb38\uc758 \uc804\ub7b5\uc801 \uad8c\uc7a5 \uc0ac\ud56d<br \/>\n&#8211; \uc8fc\uc694 \uacf5\ud1b5 \ud2b8\ub80c\ub4dc\ub97c \ub9e4\ud551\ud558\ub294 \uacbd\uc7c1 \uc870\uacbd \ub9e4\ud551<br \/>\n&#8211; \uc0c1\uc138\ud55c \uc804\ub7b5, \uc7ac\ubb34 \ubc0f \ucd5c\uadfc \uac1c\ubc1c \uc0ac\ud56d\uc744 \ud3ec\ud568\ud55c \ud68c\uc0ac \ud504\ub85c\ud30c\uc77c\ub9c1<br \/>\n&#8211; \ucd5c\uc2e0 \uae30\uc220 \ubc1c\uc804\uc744 \ub9e4\ud551\ud558\ub294 \uacf5\uae09\ub9dd \ub3d9\ud5a5<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-17922","post","type-post","status-publish","format-standard","hentry","category-industry-research-report"],"_links":{"self":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/17922"}],"collection":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/comments?post=17922"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/17922\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=17922"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=17922"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=17922"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}