{"id":14787,"date":"2024-10-31T01:58:58","date_gmt":"2024-10-31T01:58:58","guid":{"rendered":"https:\/\/www.globalresearchdata.kr\/?p=27"},"modified":"2026-03-22T22:19:50","modified_gmt":"2026-03-22T13:19:50","slug":"artificial-intelligence-for-it-operations-aiops-market-smrc","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/artificial-intelligence-for-it-operations-aiops-market-smrc\/","title":{"rendered":"\uc138\uacc4\uc758 IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps) \uc2dc\uc7a5 \uc608\uce21 (2030\ub144\uae4c\uc9c0) – \uad6c\uc131 \uc694\uc18c(\uc194\ub8e8\uc158, \uc11c\ube44\uc2a4 \ubc0f \uae30\ud0c0 \uad6c\uc131 \uc694\uc18c), \ubc30\ud3ec \uc720\ud615, \uc870\uc9c1 \uaddc\ubaa8, \uc560\ud50c\ub9ac\ucf00\uc774\uc158"},"content":{"rendered":"

\"\"<\/p>\n

1 \uc694\uc57d<\/strong><\/b><\/p>\n

2 \uc11c\ubb38<\/strong><\/p>\n

2.1 \uc694\uc57d<\/p>\n

2.2 \uc2a4\ud14c\uc774\ud06c \ud640\ub354<\/p>\n

2.3 \uc5f0\uad6c \ubc94\uc704<\/p>\n

2.4 \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n

2.4.1 \ub370\uc774\ud130 \ub9c8\uc774\ub2dd<\/p>\n

2.4.2 \ub370\uc774\ud130 \ubd84\uc11d<\/p>\n

2.4.3 \ub370\uc774\ud130 \uac80\uc99d<\/p>\n

2.4.4 \uc5f0\uad6c \uc811\uadfc \ubc29\uc2dd<\/p>\n

2.5 \uc5f0\uad6c \ucd9c\ucc98<\/p>\n

2.5.1 1\ucc28 \uc5f0\uad6c \ucd9c\ucc98<\/p>\n

2.5.2 \ubcf4\uc870 \uc5f0\uad6c \ucd9c\ucc98<\/p>\n

2.5.3 \uac00\uc815<\/p>\n

3 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubd84\uc11d<\/strong><\/b><\/p>\n

3.1 \uc18c\uac1c<\/p>\n

3.2 \ub3d9\uc778<\/p>\n

3.3 \uc81c\uc57d<\/p>\n

3.4 \uae30\ud68c<\/p>\n

3.5 \uc704\ud611<\/p>\n

3.6 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubd84\uc11d<\/p>\n

3.7 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubd84\uc11d<\/p>\n

3.8 \uc2e0\ud765 \uc2dc\uc7a5<\/p>\n

3.9 \ucf54\ub85c\ub09819\uc758 \uc601\ud5a5<\/p>\n

4 \ud3ec\ud130\uc758 \ub2e4\uc12f \uac00\uc9c0 \ud798 \ubd84\uc11d<\/strong><\/b><\/p>\n

4.1 \uacf5\uae09\uc790\uc758 \ud611\uc0c1\ub825<\/p>\n

4.2 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\ub825<\/p>\n

4.3 \ub300\uccb4\ud488\uc758 \uc704\ud611<\/p>\n

4.4 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/p>\n

4.5 \uacbd\uc7c1\uc801 \uacbd\uc7c1<\/p>\n

5 \uad6c\uc131 \uc694\uc18c \ubcc4 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744\uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5 (AIOps) \uc2dc\uc7a5<\/strong><\/b><\/p>\n

5.1 \uc18c\uac1c<\/p>\n

5.2 \uc194\ub8e8\uc158<\/p>\n

5.2.1 \uae30\uacc4 \ud559\uc2b5<\/p>\n

5.2.2 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/p>\n

5.2.3 \ub370\uc774\ud130 \ubd84\uc11d<\/p>\n

5.3 \uc11c\ube44\uc2a4<\/p>\n

5.3.1 \ucee8\uc124\ud305<\/p>\n

5.3.2 \uad6c\ud604<\/p>\n

5.3.3 \uc9c0\uc6d0 \ubc0f \uc720\uc9c0 \uad00\ub9ac<\/p>\n

5.4 \uae30\ud0c0 \uad6c\uc131 \uc694\uc18c<\/p>\n

6 \ubc30\ud3ec \uc720\ud615\ubcc4 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps) \uc2dc\uc7a5 \uc804\ub9dd<\/strong><\/b><\/p>\n

6.1 \uc18c\uac1c<\/p>\n

6.2 \uc628 \ud504\ub808\ubbf8\uc2a4<\/p>\n

6.3 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18<\/p>\n

6.4 \uae30\ud0c0 \ubc30\ud3ec \uc720\ud615<\/p>\n

7 \uc870\uc9c1 \uaddc\ubaa8\ubcc4 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744\uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5 (AIOps) \uc2dc\uc7a5<\/strong><\/b><\/p>\n

7.1 \uc18c\uac1c<\/p>\n

7.2 \uc911\uc18c\uae30\uc5c5 (\uc911\uc18c\uae30\uc5c5)<\/p>\n

7.3 \ub300\uae30\uc5c5<\/p>\n

7.4 \uae30\ud0c0 \uc870\uc9c1 \uaddc\ubaa8<\/p>\n

8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubcc4 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744\uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5 (AIOps) \uc2dc\uc7a5, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubcc4<\/strong><\/b><\/p>\n

8.1 \uc18c\uac1c<\/p>\n

8.2 \uc778\uc2dc\ub358\ud2b8 \uad00\ub9ac<\/p>\n

8.3 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1<\/p>\n

8.4 \uadfc\ubcf8 \uc6d0\uc778 \ubd84\uc11d<\/p>\n

8.5 \ubcc0\uacbd \uad00\ub9ac<\/p>\n

8.6 \uc608\uce21 \ubd84\uc11d<\/p>\n

8.7 \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/p>\n

9 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps) \uc2dc\uc7a5 \uc804\ub9dd<\/strong><\/b><\/p>\n

9.1 \uc18c\uac1c<\/p>\n

9.2 IT \ubc0f \ud1b5\uc2e0<\/p>\n

9.3 \uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8<\/p>\n

9.4 \uc758\ub8cc<\/p>\n

9.5 \uc18c\ub9e4\uc5c5<\/p>\n

9.6 \uc81c\uc870<\/p>\n

9.7 \uc815\ubd80<\/p>\n

9.8 \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<\/p>\n

10 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps) \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4 \ud604\ud669<\/strong><\/b><\/p>\n

10.1 \uc18c\uac1c<\/p>\n

10.2 \ubd81\ubbf8<\/p>\n

10.2.1 \ubbf8\uad6d<\/p>\n

10.2.2 \uce90\ub098\ub2e4<\/p>\n

10.2.3 \uba55\uc2dc\ucf54<\/p>\n

10.3 \uc720\ub7fd<\/p>\n

10.3.1 \ub3c5\uc77c<\/p>\n

10.3.2 \uc601\uad6d<\/p>\n

10.3.3 \uc774\ud0c8\ub9ac\uc544<\/p>\n

10.3.4 \ud504\ub791\uc2a4<\/p>\n

10.3.5 \uc2a4\ud398\uc778<\/p>\n

10.3.6 \uae30\ud0c0 \uc720\ub7fd<\/p>\n

10.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/p>\n

10.4.1 \uc77c\ubcf8<\/p>\n

10.4.2 \uc911\uad6d<\/p>\n

10.4.3 \uc778\ub3c4<\/p>\n

10.4.4 \ud638\uc8fc<\/p>\n

10.4.5 \ub274\uc9c8\ub79c\ub4dc<\/p>\n

10.4.6 \ub300\ud55c\ubbfc\uad6d<\/p>\n

10.4.7 \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed<\/p>\n

10.5 \ub0a8\ubbf8<\/p>\n

10.5.1 \uc544\ub974\ud5e8\ud2f0\ub098<\/p>\n

10.5.2 \ube0c\ub77c\uc9c8<\/p>\n

10.5.3 \uce60\ub808<\/p>\n

10.5.4 \ub0a8\ubbf8\uc758 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/p>\n

10.6 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/p>\n

10.6.1 \uc0ac\uc6b0\ub514 \uc544\ub77c\ube44\uc544<\/p>\n

10.6.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/p>\n

10.6.3 \uce74\ud0c0\ub974<\/p>\n

10.6.4 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/p>\n

10.6.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc758 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/p>\n

11 \uc8fc\uc694 \uac1c\ubc1c \uc0ac\ud56d<\/strong><\/b><\/p>\n

11.1 \uacc4\uc57d, \ud30c\ud2b8\ub108\uc2ed, \ud611\uc5c5 \ubc0f \ud569\uc791 \ud22c\uc790<\/p>\n

11.2 \uc778\uc218 \ubc0f \ud569\ubcd1<\/p>\n

11.3 \uc2e0\uc81c\ud488 \ucd9c\uc2dc<\/p>\n

11.4 \ud655\uc7a5<\/p>\n

11.5 \uae30\ud0c0 \uc8fc\uc694 \uc804\ub7b5<\/p>\n

12 \ud68c\uc0ac \ud504\ub85c\ud30c\uc77c\ub9c1<\/strong><\/b><\/p>\n","protected":false},"excerpt":{"rendered":"

\uc2a4\ud2b8\ub798\ud2f0\uc2a4\ud2f1\uc2a4 MRC\uc5d0 \ub530\ub974\uba74, 2024\ub144 \uae00\ub85c\ubc8c IT \uc6b4\uc601\uc6a9 \uc778\uacf5 \uc9c0\ub2a5(AIOPS) \uc2dc\uc7a5\uc740 49\uc5b5 9,000\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc774\uba70 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 29%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c 2030\ub144\uc5d0\ub294 230\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps)\uc740 \uc778\uacf5 \uc9c0\ub2a5, \uba38\uc2e0 \ub7ec\ub2dd, \ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec IT \uc6b4\uc601\uc744 \uac1c\uc120\ud558\uace0 \uc790\ub3d9\ud654\ud558\ub294 \uac83\uc744 \ub9d0\ud569\ub2c8\ub2e4. AIOps \ud50c\ub7ab\ud3fc\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d, \uc774\ubca4\ud2b8 \uc0c1\uad00\uad00\uacc4, \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0, \uc790\ub3d9\ud654\ub41c \uc0ac\uace0 \ub300\uc751\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ubc29\ub300\ud55c \uc591\uc758 IT \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 AIOps\ub294 \uc870\uc9c1\uc774 \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uace0, \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uc608\uce21 \ubc0f \ud574\uacb0\ud558\uba70, \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc904\uc774\uace0, \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc9c0\ub294 IT \ud658\uacbd\uc5d0\uc11c \uc218\ub3d9 \uac1c\uc785\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n

\uc2dc\uc7a5 \uc5ed\ud559: <\/p>\n

\ub3d9\uc778: <\/p>\n

\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \uc778\ud504\ub77c\uc758 \ub3c4\uc785 \uc99d\uac00<\/p>\n

\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uacfc \ud558\uc774\ube0c\ub9ac\ub4dc \uc778\ud504\ub77c\uc758 \ub3c4\uc785\uc774 \uc99d\uac00\ud558\ub294 \uc774\uc720\ub294 \uae30\uc874 IT \uad00\ub9ac \ub3c4\uad6c\ub85c\ub294 \uc774\ub7ec\ud55c \ubcf5\uc7a1\uc131\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uae30 \ub54c\ubb38\uc5d0 AIOps\uac00 \ud544\uc218\uc801\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. AIOps \ud50c\ub7ab\ud3fc\uc740 AI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ud074\ub77c\uc6b0\ub4dc \ubc0f \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uace0, \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uba70, \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uc774\ub294 IT \uc6b4\uc601\uc758 \uc131\ub2a5, \ud655\uc7a5\uc131, \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc870\uc9c1\uc774 \ud558\uc774\ube0c\ub9ac\ub4dc \ubc0f \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc778\ud504\ub77c\ub85c \uc804\ud658\ud568\uc5d0 \ub530\ub77c AIOps\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud558\uace0 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n

\uc81c\uc57d:<\/p>\n

AIOps\uc758 \uc774\uc810\uc5d0 \ub300\ud55c \uc774\ud574\uc640 \uc778\uc2dd \ubd80\uc871<\/p>\n

\ub9ce\uc740 \uc870\uc9c1, \ud2b9\ud788 \uc911\uc18c\uae30\uc5c5(SME)\uc740 AIOps\uc758 \uc774\uc810\uc5d0 \ub300\ud55c \uc774\ud574\uc640 \uc778\uc2dd\uc774 \ubd80\uc871\ud558\uc5ec AIOps\uac00 \uc5b4\ub5bb\uac8c IT \uc131\ub2a5\uc744 \ud5a5\uc0c1\ud558\uace0 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uba70 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\ub294\uc9c0 \uc644\uc804\ud788 \ud30c\uc545\ud558\uc9c0 \ubabb\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc2dd \ubd80\uc871\uc73c\ub85c \uc778\ud574 \ud68c\uc758\uc801\uc778 \uc2dc\uac01\uc744 \uac16\uac8c \ub418\uace0 AIOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \ud22c\uc790\ub97c \uaebc\ub9ac\uac8c \ub429\ub2c8\ub2e4. \ub610\ud55c \uc7a5\uae30\uc801\uc778 ROI\uc5d0 \ub300\ud55c \uba85\ud655\ud55c \uac00\uc2dc\uc131\uc774 \uc5c6\uc73c\uba74 \uae30\uc5c5\uc740 AIOps \ub3c4\uc785\uc744 \uc8fc\uc800\ud558\uac8c \ub418\uc5b4 \uc790\ub3d9\ud654, \ud6a8\uc728\uc131 \ud5a5\uc0c1, \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uae30\ud68c\ub97c \ub193\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5\uc774 \uc81c\ud55c\ub429\ub2c8\ub2e4.<\/p>\n

\uae30\ud68c:<\/p>\n

\uc0ac\uc774\ubc84 \ubcf4\uc548\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\uac00<\/p>\n

\uc0ac\uc774\ubc84 \ubcf4\uc548 \uc704\ud611\uc740 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc788\uc73c\uba70, \uae30\uc874\uc758 \ubcf4\uc548 \uc870\uce58\ub85c\ub294 \uadf8 \uc18d\ub3c4\ub97c \ub530\ub77c\uc7a1\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. AIOps\ub294 AI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ud0d0\uc9c0\ud558\uace0 \uc7a0\uc7ac\uc801 \uce68\ud574\ub97c \uc608\uce21\ud558\uba70 \ub300\uc751\uc744 \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368 \uc0ac\uc774\ubc84 \ubcf4\uc548\uc744 \uac15\ud654\ud558\uc5ec \uc0ac\uace0 \ud574\uacb0 \uc18d\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4. \ubc29\ub300\ud55c \uc591\uc758 \ubcf4\uc548 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \uc870\uc9c1\uc774 \uacf5\uaca9\uc744 \uc120\uc81c\uc801\uc73c\ub85c \ubc29\uc5b4\ud558\uace0, \uc704\ud611 \uac00\uc2dc\uc131\uc744 \uac1c\uc120\ud558\uba70, \uc804\ubc18\uc801\uc778 \ubcf4\uc548 \ud0dc\uc138\ub97c \uac15\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uc5ec AIOps \uc194\ub8e8\uc158\uc758 \ub3c4\uc785\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/p>\n

\uc704\ud611:<\/p>\n

\ube60\ub978 \uae30\uc220 \ubcc0\ud654<\/p>\n

\uae09\uaca9\ud55c \uae30\uc220 \ubcc0\ud654\uc640 \uc0c8\ub85c\uc6b4 \uc54c\uace0\ub9ac\uc998, \ub3c4\uad6c, \ud50c\ub7ab\ud3fc\uc774 \uc790\uc8fc \ub3c4\uc785\ub418\uba74\uc11c \uae30\uc5c5\uc740 \ucd5c\uc2e0 AIOps \uc194\ub8e8\uc158\uc744 \uc720\uc9c0\ud558\uae30\uac00 \uc5b4\ub824\uc6cc\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacf5\uae09\uc5c5\uccb4\ub294 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 R&D\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \ud574\uc57c \ud558\uba70, \uc774\ub294 \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uae09\uaca9\ud55c \ubcc0\ud654\ub85c \uc778\ud574 \uae30\uc874 IT \uc2dc\uc2a4\ud15c\uacfc\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uc5ec \ud1b5\ud569 \ubc0f \ub3c4\uc785\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc774\ub7ec\ud55c \uc5ed\ud559 \uad00\uacc4\ub294 \uc18c\uaddc\ubaa8 \uacf5\uae09\uc5c5\uccb4\ub97c \uc555\ub3c4\ud558\uace0 \uc7a0\uc7ac\uc801 \uad6c\ub9e4\uc790\uc5d0\uac8c \ubd88\ud655\uc2e4\uc131\uc744 \uc57c\uae30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucf54\ub85c\ub09819\uc758 \uc601\ud5a5<\/p>\n

\ucf54\ub85c\ub09819 \ud32c\ub370\ubbf9\uc73c\ub85c \uc778\ud574 \uc6d0\uaca9 \uadfc\ubb34\uc640 \uc628\ub77c\uc778 \ud65c\ub3d9 \uc99d\uac00\ub85c \uc778\ud574 \ub514\uc9c0\ud138 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uae30\uc5c5\uc758 \uc758\uc874\ub3c4\uac00 \ub192\uc544\uc9c0\uba74\uc11c AIOps\uc758 \ub3c4\uc785\uc774 \uac00\uc18d\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4. IT \uc6cc\ud06c\ub85c\ub4dc\uc640 \ubcf5\uc7a1\uc131\uc774 \uae09\uc99d\ud558\uba74\uc11c \uc6b4\uc601 \uc5f0\uc18d\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \uc790\ub3d9\ud654\ub41c \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \uad00\ub9ac, \uc2dc\uc2a4\ud15c \uc131\ub2a5 \ucd5c\uc801\ud654, \uc120\uc81c\uc801 \ubb38\uc81c \ud574\uacb0\uc744 \uc704\ud574 AIOps\ub294 \ud544\uc218\uc801\uc778 \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uacbd\uc81c \ubd88\ud655\uc2e4\uc131\uc73c\ub85c \uc778\ud574 \ud2b9\ud788 \uc911\uc18c\uae30\uc5c5\uc5d0\uc11c \uc77c\ubd80 \ud22c\uc790\uac00 \uc9c0\uc5f0\ub418\uba74\uc11c \uc2dc\uc7a5\uc758 \uc804\ubc18\uc801\uc778 \uc131\uc7a5 \uada4\ub3c4\uc5d0 \ubcf5\ud569\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\ucce4\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc11c\ube44\uc2a4 \ubd80\ubb38\uc740 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ud070 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n

\uc11c\ube44\uc2a4 \ubd80\ubb38\uc740 AIOps \uc194\ub8e8\uc158\uc758 \uad6c\ud604, \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801\uc778 \uad00\ub9ac\ub97c \uc704\ud55c \ud544\uc218 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc218\uc775\uc131 \uc788\ub294 \uc131\uc7a5\uc744 \uc774\ub8f0 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ucee8\uc124\ud305 \uc11c\ube44\uc2a4\ub294 \uc870\uc9c1\uc774 \uc694\uad6c \uc0ac\ud56d\uc744 \ud3c9\uac00\ud558\uace0 \ub9de\ucda4\ud615 AIOps \uc804\ub7b5\uc744 \uc124\uacc4\ud558\uc5ec \ud6a8\uacfc\uc801\uc778 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub9e4\ub2c8\uc9c0\ub4dc \uc11c\ube44\uc2a4\ub294 AIOps \ud50c\ub7ab\ud3fc\uc758 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \uc720\uc9c0 \uad00\ub9ac \ubc0f \ucd5c\uc801\ud654\ub97c \uc81c\uacf5\ud558\uc5ec \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. AIOps\uc758 \uc774\uc810\uc744 \uadf9\ub300\ud654\ud558\ub824\ub294 \uc870\uc9c1\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc804\ubb38 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc2dc\uc7a5 \uc131\uc7a5\uacfc \ucc44\ud0dd\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n

\uc815\ubd80 \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.<\/p>\n

\uc815\ubd80 \ubd80\ubb38\uc740 \uacf5\uacf5 \uc11c\ube44\uc2a4\uc758 \ud6a8\uc728\uc131\uacfc \ub300\uc751\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30\uc704\ud55c AI \uae30\ubc18 \uc194\ub8e8\uc158 \ucc44\ud0dd\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ub192\uc740 CAGR \uc131\uc7a5\uc744 \ubaa9\uaca9 \ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc815\ubd80\ub294 IT \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ub9ac\uc18c\uc2a4 \ud560\ub2f9 \ucd5c\uc801\ud654, \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc870\uce58 \uac1c\uc120\uc744 \uc704\ud574 AIOps\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ub610\ud55c, AI \uc5f0\uad6c \ubc0f \uac1c\ubc1c\uc744 \uc704\ud55c \uc815\ubd80 \uaddc\uc81c\uc640 \uc790\uae08 \uc9c0\uc6d0\uc740 AIOps \ub3c4\uc785\uc5d0 \uc6b0\ud638\uc801\uc778 \ud658\uacbd\uc744 \uc870\uc131\ud558\uc5ec \ubbfc\uac04 \ubd80\ubb38 \uacf5\uae09\uc5c5\uccb4\uc640\uc758 \ud22c\uc790 \ubc0f \ud611\uc5c5\uc744 \uc99d\uac00\uc2dc\ucf1c \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc810\uc720\uc728\uc774 \uac00\uc7a5 \ub192\uc740 \uc9c0\uc5ed:<\/p>\n

\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ub514\uc9c0\ud138 \ud601\uc2e0 \uc774\ub2c8\uc154\ud2f0\ube0c\uc758 \ucc44\ud0dd\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8\uacfc \uac19\uc740 \uad6d\uac00\uc5d0\uc11c\ub294 IT \ud6a8\uc728\uc131\uacfc \ubbfc\ucca9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305, \ube45 \ub370\uc774\ud130, AI \uae30\uc220\uc5d0 \ub300\ud55c \ud22c\uc790\uac00 \ud06c\uac8c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. IT \ud658\uacbd\uc758 \ubcf5\uc7a1\uc131 \uc99d\uac00\uc640 \uc0ac\uc804 \uc608\ubc29\uc801 \uc0ac\uace0 \uad00\ub9ac\uc758 \ud544\uc694\uc131\uc740 AIOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ub354\uc6b1 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, AI \ud601\uc2e0\uacfc \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ub300\ud55c \uc815\ubd80\uc758 \uc9c0\uc6d0\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 AIOps \ud658\uacbd\uc758 \ud575\uc2ec \ud50c\ub808\uc774\uc5b4\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc774 \uac00\uc7a5 \ub192\uc740 \uc9c0\uc5ed:<\/p>\n

\ubd81\ubbf8\ub294 \uc120\ub3c4\uc801\uc778 \uae30\uc220 \uae30\uc5c5\uacfc \uad11\ubc94\uc704\ud55c IT \uc778\ud504\ub77c\uac00 \uc874\uc7ac\ud558\uae30 \ub54c\ubb38\uc5d0 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ub192\uc740 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305, \ube45 \ub370\uc774\ud130 \ubd84\uc11d, \ub514\uc9c0\ud138 \ud601\uc2e0 \uc774\ub2c8\uc154\ud2f0\ube0c\uc758 \ub192\uc740 \ucc44\ud0dd\ub960\uc740 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac1c\uc120\ud558\ub824\ub294 \uae30\uc5c5\ub4e4 \uc0ac\uc774\uc5d0\uc11c AIOps \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \ub610\ud55c \uc0ac\uc774\ubc84 \uc704\ud611\uacfc \uaddc\uc815 \uc900\uc218 \uc694\uac74\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc870\uc9c1\uc740 \ubcf4\uc548 \ubc0f \uc6b4\uc601 \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \uc704\ud574 AIOps\uc5d0 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud601\uc2e0\uacfc \uae30\uc220 \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\ub294 \uc544\ud0dc\uc9c0\uc5ed\uc740 \uae00\ub85c\ubc8c AIOps \uc2dc\uc7a5\uc758 \ud575\uc2ec \ud50c\ub808\uc774\uc5b4\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2dc\uc7a5\uc758 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4<\/p>\n

IT \uc6b4\uc601\uc744 \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5(AIOps) \uc2dc\uc7a5\uc5d0\uc11c \ud504\ub85c\ud30c\uc77c\ub9c1\ub41c \uc8fc\uc694 \uc5c5\uccb4\ub85c\ub294 AppDynamics, DataDog, BigPanda, New Relic, IBM Instana, Moogsoft, Dynatrace, LogicMonitor, Splunk, BMC, PagerDuty, ScienceLogic, Zabbix, Elastic, Cisco, Sumo Logic, Servicenow, Freshservice, CloudHealth \ubc0f OpsRamp \ub4f1\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc8fc\uc694 \uac1c\ubc1c \uc0ac\ud56d:<\/p>\n

2024\ub144 8\uc6d4, Dynatrace\ub294 \uace0\uac1d\uc744 \uc704\ud55c \ud1b5\ud569 \uac00\uc2dc\uc131 \uc194\ub8e8\uc158\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574 Google Cloud\uc640 \ud30c\ud2b8\ub108\uc2ed\uc744 \uccb4\uacb0\ud558\uc5ec Google Cloud\uc758 \uc778\ud504\ub77c\uc640 AI \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

2023\ub144 6\uc6d4, DataDog\ub294 \ud074\ub77c\uc6b0\ub4dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud1b5\ud569 \uac00\uc2dc\uc131 \ubc0f \ubcf4\uc548\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574 Snowflake\uc640 \ud30c\ud2b8\ub108\uc2ed\uc744 \uccb4\uacb0\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud1b5\ud569\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Snowflake \ub370\uc774\ud130\uc640 \ud568\uaed8 DataDog \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc131\ub2a5\uacfc \ubcf4\uc548\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2023\ub144 3\uc6d4, DataDog\ub294 \ud1b5\ud569 \uac00\uc2dc\uc131 \ud50c\ub7ab\ud3fc \ub0b4\uc5d0\uc11c \uc704\ud611 \ud0d0\uc9c0 \ubc0f \uc0ac\uace0 \ub300\uc751 \uae30\ub2a5\uc744 \uac15\ud654\ud558\uc5ec \uc870\uc9c1\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubcf4\uc548 \uc704\ud611\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uc0c8\ub85c\uc6b4 \uc81c\ud488\uc778 \ubcf4\uc548 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc9c0\uc6d0\ub418\ub294 \uad6c\uc131 \uc694\uc18c
\n– \uc194\ub8e8\uc158
\n– \uc11c\ube44\uc2a4
\n– \uae30\ud0c0 \uad6c\uc131 \uc694\uc18c <\/p>\n

\uc9c0\uc6d0\ub418\ub294 \ubc30\ud3ec \uc720\ud615
\n– \uc628\ud504\ub808\ubbf8\uc2a4
\n– \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18
\n– \uae30\ud0c0 \ubc30\ud3ec \uc720\ud615<\/p>\n

\uc9c0\uc6d0 \ub300\uc0c1 \uc870\uc9c1 \uaddc\ubaa8
\n– \uc911\uc18c\uae30\uc5c5(SME)
\n– \ub300\uae30\uc5c5
\n– \uae30\ud0c0 \uc870\uc9c1 \uaddc\ubaa8 <\/p>\n

\uc9c0\uc6d0 \ub300\uc0c1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158
\n– \uc778\uc2dc\ub358\ud2b8 \uad00\ub9ac
\n– \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1
\n– \uadfc\ubcf8 \uc6d0\uc778 \ubd84\uc11d
\n– \ubcc0\uacbd \uad00\ub9ac
\n– \uc608\uce21 \ubd84\uc11d
\n– \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/p>\n

\ucd5c\uc885 \uc0ac\uc6a9\uc790 \ub300\uc0c1
\n– IT \ubc0f \ud1b5\uc2e0
\n– \uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8
\n– \ud5ec\uc2a4\ucf00\uc5b4
\n– \uc18c\ub9e4\uc5c5
\n– \uc81c\uc870
\n– \uc815\ubd80
\n– \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<\/p>\n

\uc9c0\uc6d0 \uc9c0\uc5ed
\n– \ubd81\ubbf8
\no \ubbf8\uad6d
\no \uce90\ub098\ub2e4
\no \uba55\uc2dc\ucf54
\n– \uc720\ub7fd
\no \ub3c5\uc77c
\no \uc601\uad6d
\no \uc774\ud0c8\ub9ac\uc544
\no \ud504\ub791\uc2a4
\no \uc2a4\ud398\uc778
\no \uae30\ud0c0 \uc720\ub7fd
\n– \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591
\no \uc77c\ubcf8
\no \uc911\uad6d
\no \uc778\ub3c4
\no \ud638\uc8fc
\no \ub274\uc9c8\ub79c\ub4dc
\no \ub300\ud55c\ubbfc\uad6d
\no \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed
\n– \ub0a8\ubbf8
\no \uc544\ub974\ud5e8\ud2f0\ub098
\no \ube0c\ub77c\uc9c8
\no \uce60\ub808
\no \uae30\ud0c0 \ub0a8\ubbf8
\n– \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74
\no \uc0ac\uc6b0\ub514 \uc544\ub77c\ube44\uc544
\no \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8
\no \uce74\ud0c0\ub974
\no \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d
\no \uae30\ud0c0 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/p>\n

\ubcf4\uace0\uc11c\uc758 \uc8fc\uc694 \ub0b4\uc6a9
\n– \uc9c0\uc5ed \ubc0f \uad6d\uac00\ubcc4 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub300\ud55c \uc2dc\uc7a5 \uc810\uc720\uc728 \ud3c9\uac00
\n– \uc2e0\uaddc \ucc38\uac00\uc790\ub97c \uc704\ud55c \uc804\ub7b5\uc801 \uad8c\uc7a5 \uc0ac\ud56d
\n– 2022\ub144, 2023\ub144, 2024\ub144, 2026\ub144, 2030\ub144\uc758 \uc2dc\uc7a5 \ub370\uc774\ud130\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.
\n– \uc2dc\uc7a5 \ub3d9\ud5a5 (\ub3d9\uc778, \uc81c\uc57d, \uae30\ud68c, \uc704\ud611, \uacfc\uc81c, \ud22c\uc790 \uae30\ud68c \ubc0f \uad8c\uc7a5 \uc0ac\ud56d)
\n– \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
\n– \uc8fc\uc694 \uacf5\ud1b5 \ud2b8\ub80c\ub4dc\ub97c \ub9e4\ud551\ud558\ub294 \uacbd\uc7c1 \uc870\uacbd \ub9e4\ud551
\n– \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
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