{"id":55806,"date":"2025-03-11T22:41:25","date_gmt":"2025-03-11T13:41:25","guid":{"rendered":"https:\/\/m9js.shop\/blog\/development\/convergence-with-the-latest-it-technologies-msa-innovation-led-by-ai-and-iot"},"modified":"2025-03-11T22:41:28","modified_gmt":"2025-03-11T13:41:28","slug":"convergence-with-the-latest-it-technologies-msa-innovation-led-by-ai-and-iot","status":"publish","type":"post","link":"https:\/\/m9js.shop\/blog\/development\/convergence-with-the-latest-it-technologies-msa-innovation-led-by-ai-and-iot","title":{"rendered":"\ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569: AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%ec%b5%9c%ec%8b%a0-it-%ea%b8%b0%ec%88%a0%ea%b3%bc%ec%9d%98-%ec%9c%b5%ed%95%a9-ai%ec%99%80-iot%ea%b0%80-%ec%9d%b4%eb%81%84%eb%8a%94-msa-%ed%98%81%ec%8b%a0-aDteEewIon\">\ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569: AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0<\/a><\/li>\n<li><a href=\"#1-msa%ec%9d%98-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%a4%91%ec%9a%94%ec%84%b1-%eb%94%94%ec%a7%80%ed%84%b8-%ec%a0%84%ed%99%98%ec%9d%98-%ed%95%b5%ec%8b%ac-%ec%a0%84%eb%9e%b5-aDteEewIon\">1. MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc911\uc694\uc131: \ub514\uc9c0\ud138 \uc804\ud658\uc758 \ud575\uc2ec \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#2-ai-%ea%b8%b0%ec%88%a0%ec%9d%b4-msa-%ed%98%81%ec%8b%a0%ec%97%90-%eb%af%b8%ec%b9%98%eb%8a%94-%ec%98%81%ed%96%a5%ea%b3%bc-%ec%82%ac%eb%a1%80-%eb%b6%84%ec%84%9d-aDteEewIon\">2. AI \uae30\uc220\uc774 MSA \ud601\uc2e0\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uacfc \uc0ac\ub840 \ubd84\uc11d<\/a><\/li>\n<li><a href=\"#3-iot-%ed%94%8c%eb%9e%ab%ed%8f%bc%ea%b3%bc-msa%ec%9d%98-%ec%9c%b5%ed%95%a9-%ec%84%b1%ea%b3%b5-%ec%82%ac%eb%a1%80%ec%99%80-%eb%8f%84%ec%a0%84-%ea%b3%bc%ec%a0%9c-aDteEewIon\">3. IoT \ud50c\ub7ab\ud3fc\uacfc MSA\uc758 \uc735\ud569: \uc131\uacf5 \uc0ac\ub840\uc640 \ub3c4\uc804 \uacfc\uc81c<\/a><\/li>\n<li><a href=\"#4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%eb%b0%8f-%ec%a0%84%eb%9e%b5-ai%ec%99%80-iot%ec%99%80-%ed%95%a8%ea%bb%98%ed%95%98%eb%8a%94-msa-%ed%98%81%ec%8b%a0%ec%9d%98-%eb%b0%a9%ed%96%a5-aDteEewIon\">4. \ubbf8\ub798 \uc804\ub9dd \ubc0f \uc804\ub7b5: AI\uc640 IoT\uc640 \ud568\uaed8\ud558\ub294 MSA \ud601\uc2e0\uc758 \ubc29\ud5a5<\/a><\/li>\n<li><a href=\"#%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-aDteEewIon\">\uac15\ub825\ud55c \uc694\uc57d<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%ec%b5%9c%ec%8b%a0-it-%ea%b8%b0%ec%88%a0%ea%b3%bc%ec%9d%98-%ec%9c%b5%ed%95%a9-ai%ec%99%80-iot%ea%b0%80-%ec%9d%b4%eb%81%84%eb%8a%94-msa-%ed%98%81%ec%8b%a0-aDteEewIon\">\ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569: AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0<\/title><\/p>\n<h1 id=\"%ec%b5%9c%ec%8b%a0-it-%ea%b8%b0%ec%88%a0%ea%b3%bc%ec%9d%98-%ec%9c%b5%ed%95%a9-ai%ec%99%80-iot%ea%b0%80-%ec%9d%b4%eb%81%84%eb%8a%94-msa-%ed%98%81%ec%8b%a0-aDteEewIon\">\ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569: AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/m9js.shop\/blog\/wp-content\/uploads\/2025\/03\/ecb59cec8ba0-it-eab8b0ec88a0eab3bcec9d98-ec9cb5ed95a9-aiec9980-ioteab080-ec9db4eb8184eb8a94-msa-ed9881ec8ba0.jpeg\" alt=\"\ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569: AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0\" \/><\/p>\n<p>\ud604\ub300 IT \uc0b0\uc5c5\uc740 \uae30\uc874\uc758 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd \uad6c\uc870\uc5d0\uc11c \ubc97\uc5b4\ub098, \uc720\uc5f0\ud558\uace0 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub09c \uc544\ud0a4\ud14d\ucc98\ub85c \uc804\ud658\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uc0ac\ubb3c\uc778\ud130\ub137(IoT) \uac19\uc740 \ucd5c\uc2e0 \uae30\uc220\uacfc\uc758 \uc735\ud569\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA)\uc758 \ud601\uc2e0\uc801 \ubc1c\uc804\uc744 \uc774\ub04c\uc5b4\ub0b4\uace0 \uc788\uc73c\uba70, IT \ud658\uacbd \uc804\ubc18\uc5d0 \uac78\uccd0 \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc744 \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 AI\uc640 IoT\uac00 MSA \ud601\uc2e0\uc5d0 \ubbf8\uce58\ub294 \ub2e4\uc591\ud55c \uc601\ud5a5\uc744 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uc2e4\uc81c \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc5d0\uac8c \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uacfc \uc804\ub7b5\uc801 \ubc29\ud5a5\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\uc640 \uc2e4\uc9c8\uc801\uc778 \uac1c\ubc1c \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc740 \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc744 \ub300\uc751\ud558\ub294 \ub370 \ud55c\uacc4\uac00 \uc788\uc5c8\uae30 \ub54c\ubb38\uc5d0, \uac1c\ubcc4 \uc11c\ube44\uc2a4 \uac04\uc758 \uacbd\uacc4\ub97c \uba85\ud655\ud788 \ud558\uace0 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c\uc778 MSA\uac00 \uc8fc\ubaa9\ubc1b\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. MSA\ub294 \uac01 \uc11c\ube44\uc2a4\ub97c \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5b4 \uc2e0\uc18d\ud55c \uc11c\ube44\uc2a4 \uac1c\uc120\uacfc \ud655\uc7a5\uc774 \uac00\ub2a5\ud558\ub2e4\ub294 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, AI\uc640 IoT \uae30\uc220\uc758 \ubc1c\uc804\uc740 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uc2e4\uc2dc\uac04 \uc758\uc0ac\uacb0\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec, MSA \ub0b4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc774\ubca4\ud2b8\uc640 \ud2b8\ub79c\uc7ad\uc158\uc744 \ube60\ub974\uac8c \ubd84\uc11d \ubc0f \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uc870\uc131\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ube44\uc988\ub2c8\uc2a4 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc0dd\uc0b0\uc131\uc774 \ud5a5\uc0c1\ub418\uace0, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc758 \uc9c8\uc774 \uac1c\uc120\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA\ub294 \ub2e8\uc21c\ud55c \uc2dc\uc2a4\ud15c \uad6c\uc870\ub97c \ub118\uc5b4, \ube44\uc988\ub2c8\uc2a4\uc758 \ubbfc\ucca9\uc131\uacfc \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc5d0\uc11c\uc758 \uc801\uc6a9\uc740 \ubb3c\ub860, \uae08\uc735, \uc81c\uc870, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1 \ub2e4\ucc44\ub85c\uc6b4 \uc0b0\uc5c5\uad70\uc5d0\uc11c\ub3c4 MSA \uae30\ubc18\uc758 \uc194\ub8e8\uc158\uc774 \ub3c4\uc785\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc804 \uc138\uacc4 IT \uae30\uc5c5\ub4e4\uc758 \uacbd\uc7c1\ub825 \uc81c\uace0\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \ubcc0\ud654\ub294 \uae30\uc220\uc801\uc778 \uce21\uba74\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc870\uc9c1 \ubb38\ud654, \uc6b4\uc601 \ubc29\uc2dd \ub4f1 \uc804\ubc18\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\ub3c4 \uc2ec\ub300\ud55c \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5\uc758 \uc694\uad6c\uc0ac\ud56d\uc744 \ubc18\uc601\ud558\uae30 \uc704\ud574 \uae30\uc220\uacfc \ube44\uc988\ub2c8\uc2a4 \uc591\ucabd\uc758 \ud611\uc5c5 \uccb4\uacc4\uac00 \uac15\ud654\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ube60\ub978 \ud601\uc2e0\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \ud1b5\uacc4\uc5d0 \uc758\ud558\uba74, \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc758 \uc57d 75% \uc774\uc0c1\uc774 MSA \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98 \ub3c4\uc785\uc744 \uac80\ud1a0 \uc911\uc774\uba70, \uc774\ubbf8 \ub3c4\uc785\ud55c \uae30\uc5c5\uc758 \uacbd\uc6b0 \uc804\ud1b5\uc801\uc778 \uc544\ud0a4\ud14d\ucc98 \ub300\ube44 \ud3c9\uade0 30% \uc774\uc0c1\uc758 \uac1c\ubc1c \uc18d\ub3c4 \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 MSA\uc758 \ud601\uc2e0\ub825\uc774 \ub2e8\uc21c \uc774\ub860\uc5d0 \uba38\ubb34\ub974\uc9c0 \uc54a\uace0 \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub85c \uc774\uc5b4\uc9c0\uace0 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c\ub294 MSA \uad00\ub828 \uae30\uc220\uacfc \ub3c4\uad6c\uc758 \ubc1c\uc804\uc774 \uc9c0\uc18d\ub418\uace0 \uc788\uc73c\uba70, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158\uc774 \ub4f1\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ub3c4\uad6c\ub4e4\uc740 MSA\ub97c \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0 \uc548\uc815\uc801\uc73c\ub85c \ub3c4\uc785\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\ub294 MSA \ud658\uacbd\uc5d0\uc11c AI\ub97c \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c \uc608\uc81c \ucf54\ub4dc\ub85c, Python \uae30\ubc18\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 REST API\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uacfc\uc815\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774 \ucf54\ub4dc\ub294 AI \uae30\ubc18 \ubd84\uc11d \uc5d4\uc9c4\uacfc \ud1b5\uc2e0\ud558\uae30 \uc704\ud55c \uae30\ubcf8\uc801\uc778 \uad6c\uc870\ub97c \uc124\uba85\ud558\uba70, \uc2e4\uc81c \uc6b4\uc601\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ubaa8\ub378 \ucd94\ub860, \uacb0\uacfc \uc800\uc7a5 \ub4f1\uc758 \ubd80\uac00 \uae30\ub2a5\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre><code>\n# Python \uae30\ubc18 MSA \uc608\uc81c: \uac04\ub2e8\ud55c REST API \uc11c\ubc84 \uad6c\ud604\nfrom flask import Flask, request, jsonify\nimport requests\n\napp = Flask(__name__)\n\n# AI \ubd84\uc11d \uc5d4\uc9c4 \ud638\ucd9c \ud568\uc218\ndef analyze_data(data):\n    # \uc608\uc81c URL. \uc2e4\uc81c \uc6b4\uc601\uc5d0\uc11c\ub294 \uc2e4\uc81c AI \ubd84\uc11d \uc5d4\uc9c4\uc758 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \uc0ac\uc6a9\n    ai_endpoint = \"http:\/\/ai-engine.example.com\/analyze\"\n    response = requests.post(ai_endpoint, json={\"data\": data})\n    if response.status_code == 200:\n        return response.json()\n    else:\n        return {\"error\": \"AI \ubd84\uc11d \uc2e4\ud328\"}\n\n@app.route('\/process', methods=['POST'])\ndef process_request():\n    input_data = request.get_json()\n    if not input_data:\n        return jsonify({\"error\": \"\ub370\uc774\ud130\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.\"}), 400\n    result = analyze_data(input_data.get(\"payload\"))\n    return jsonify(result)\n\nif __name__ == '__main__':\n    app.run(host='0.0.0.0', port=5000)\n    <\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc \uc608\uc81c\ub294 \ub2e8\uc21c\ud788 MSA \ud658\uacbd\uc5d0\uc11c\uc758 AI \uc5f0\ub3d9\uc744 \uc124\uba85\ud558\uae30 \uc704\ud55c \uc608\uc81c\ub85c, \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud558\uba74\uc11c\ub3c4 \uc11c\ub85c \uae34\ubc00\ud558\uac8c \ub370\uc774\ud130\ub97c \uc8fc\uace0\ubc1b\ub294 \uad6c\uc870\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 AI\uc640 MSA \uac04\uc758 \uc5f0\uacc4\uac00 \uc5b4\ub5bb\uac8c \uc2e4\ud604\ub420 \uc218 \uc788\ub294\uc9c0 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774 MSA\ub294 AI\uc640 IoT \uc2dc\ub300\uc5d0 \ubcf4\ub2e4 \ube60\ub978 \ud601\uc2e0\uacfc \ubb38\uc81c \ud574\uacb0\uc744 \uc704\ud55c \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c \ub354\uc6b1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc801\uc6a9\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<hr>\n<h2 id=\"1-msa%ec%9d%98-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%a4%91%ec%9a%94%ec%84%b1-%eb%94%94%ec%a7%80%ed%84%b8-%ec%a0%84%ed%99%98%ec%9d%98-%ed%95%b5%ec%8b%ac-%ec%a0%84%eb%9e%b5-aDteEewIon\">1. MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc911\uc694\uc131: \ub514\uc9c0\ud138 \uc804\ud658\uc758 \ud575\uc2ec \uc804\ub7b5<\/h2>\n<p>MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\ub294 \ub300\uaddc\ubaa8 \uc2dc\uc2a4\ud15c\uc744 \uc791\uace0 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c \ubaa8\ub4c8\ud654\ud558\uc5ec \uac1c\ubc1c, \ubc30\ud3ec, \ud655\uc7a5\uc744 \uc27d\uac8c \ud558\ub294 \uc544\ud0a4\ud14d\ucc98 \ud328\ud134\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \uace0\uc548\ub418\uc5c8\uc73c\uba70, \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d\uc758 \uae09\ubcc0\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uad6c\uc870\uc801 \uc7a5\uc810\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc2dc\uc2a4\ud15c \uc124\uacc4\ub294 \ud55c \ubd80\ubd84\uc758 \ubcc0\uacbd\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ub2e8\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4, \ube60\ub978 \uc2dc\uc7a5 \ub300\uc751\uacfc \ud601\uc2e0\uc774 \uc694\uad6c\ub418\ub294 \ud604\ub300 IT \ud658\uacbd\uc5d0\uc11c\ub294 \ud55c\uacc4\ub97c \ub4dc\ub7ec\ub0c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc624\ub298\ub0a0 IT \uc0b0\uc5c5\uc5d0\uc11c\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud655\uc7a5\uc131, \uc2e0\ub8b0\uc131, \uc720\uc9c0\ubcf4\uc218\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 MSA\ub97c \ucc44\ud0dd\ud558\ub294 \uc0ac\ub840\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc758 \uc7a5\uc560\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \uae30\uc220 \uc2a4\ud0dd\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc774 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\uc640 \ub354\ubd88\uc5b4 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uacbd\uacc4\uac00 \uba85\ud655\ud574\uc9d0\uc5d0 \ub530\ub77c \uac1c\ubc1c\uc790\ub4e4\uc740 \uc790\uc2e0\uc758 \uc601\uc5ed\uc5d0 \uc9d1\uc911\ud558\uc5ec \uc804\ubb38\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA\ub294 \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uacfc\uc758 \ub192\uc740 \ud638\ud658\uc131\uc744 \uc790\ub791\ud569\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 MSA\ub294 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc11c\ube59\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc790\ub3d9 \ud655\uc7a5, \uc790\uc6d0 \ud560\ub2f9 \ucd5c\uc801\ud654, \uc7a5\uc560 \ub300\uc751 \ub4f1\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uc13c\ud130\uc640 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \uc804\ubc18\uc5d0\uc11c\uc758 \ucee8\ud14c\uc774\ub108 \uae30\uc220, \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub4e4\uc774 MSA\uc758 \ubc1c\uc804\uc744 \ub354\uc6b1 \uac00\uc18d\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uad6c\uccb4\uc801\uc73c\ub85c, MSA\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ub3c5\ub9bd\uc801 \ubc30\ud3ec\uc640 \uac1c\ubc1c\ub85c \uc778\ud55c \ube60\ub978 \ud601\uc2e0 \uc8fc\uae30<\/li>\n<li>\uc7a5\uc560 \uaca9\ub9ac\ub97c \ud1b5\ud55c \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131 \uac15\ud654<\/li>\n<li>\ub2e4\uc591\ud55c \uae30\uc220 \uc2a4\ud0dd \ub3c4\uc785 \ubc0f \ucd5c\uc2e0 \uae30\uc220 \uc801\uc6a9 \uc6a9\uc774<\/li>\n<li>\ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d \ubcc0\ud654\uc5d0 \ub300\ud55c \ubbfc\ucca9\ud55c \ub300\uc751<\/li>\n<li>\ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc640\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569<\/li>\n<\/ul>\n<p>\ub610\ud55c, \ucd5c\uadfc \uc0ac\ub840 \uc5f0\uad6c \uacb0\uacfc\uc5d0 \ub530\ub974\uba74 MSA\ub97c \ub3c4\uc785\ud55c \uae30\uc5c5\ub4e4\uc740 \uc804\ubc18\uc801\uc778 \uac1c\ubc1c \uc0dd\uc0b0\uc131\uacfc \uc11c\ube44\uc2a4 \ud488\uc9c8\uc5d0\uc11c \ud604\uc800\ud55c \ud5a5\uc0c1\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5 A\uc0ac\ub294 MSA \ub3c4\uc785 \ud6c4 \uc2e0\uaddc \uae30\ub2a5 \ucd9c\uc2dc \uc8fc\uae30\uac00 \ud3c9\uade0 2\uc8fc\uc5d0\uc11c 3\uc77c\ub85c \ub2e8\ucd95\ub418\uc5c8\uc73c\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ubcf5\uad6c\ub97c \ud1b5\ud574 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub300\ud3ed \ub192\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub294 MSA\uac00 \ub2e8\uc21c\ud55c \uae30\uc220 \ubcc0\ud654\uac00 \uc544\ub2cc, \ube44\uc988\ub2c8\uc2a4\uc758 \uc131\uacf5\uc744 \uc704\ud55c \ud575\uc2ec \uc804\ub7b5\uc784\uc744 \uba85\ud655\ud558\uac8c \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, MSA\ub294 \uae30\uc5c5 \ub0b4 IT \uc870\uc9c1\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc870\uc9c1 \ubb38\ud654\uc5d0\ub3c4 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\ubcc4\ub85c \ub3c5\ub9bd\uc801\uc778 \ud300\uc774 \uad6c\uc131\ub418\uc5b4 \uc790\uc728\uc131\uacfc \ucc45\uc784\uac10\uc744 \uac16\uace0 \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \ud300 \uac04 \ud611\uc5c5\uacfc \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc774 \uac15\ud654\ub418\uba70, \uacb0\uacfc\uc801\uc73c\ub85c \ud601\uc2e0\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc640 \ud574\uacb0\ucc45\uc774 \ub3c4\ucd9c\ub418\ub294 \uc120\uc21c\ud658 \uad6c\uc870\uac00 \ud615\uc131\ub429\ub2c8\ub2e4. \uc774\ub294 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0\uc11c \uc870\uc9c1\uc774 \ub354\uc6b1 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ud559\uacc4\uc640 \uc0b0\uc5c5\uacc4 \ub610\ud55c MSA\uc5d0 \ub300\ud55c \uc5f0\uad6c \ubc0f \uc801\uc6a9 \uc0ac\ub840\ub97c \ud65c\ubc1c\ud558\uac8c \uacf5\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc218\uc758 \uc5f0\uad6c \ub17c\ubb38\uacfc \uae30\uc220 \ubcf4\uace0\uc11c\uc5d0\uc11c MSA\uc758 \ud6a8\uacfc\uc640 \ub3c4\uc785 \uc804\ub7b5\uc5d0 \ub300\ud55c \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d \uacb0\uacfc\uac00 \ubc1c\ud45c\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 MSA \ub3c4\uc785\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ubd84\uc0b0 \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130 \uc77c\uad00\uc131, \ubcf4\uc548 \uc774\uc288 \ub4f1 \ub2e4\uc591\ud55c \uce21\uba74\uc5d0\uc11c MSA\uc758 \ubb38\uc81c\uc810\uc744 \uadf9\ubcf5\ud558\uae30 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uae30\uc220\uacfc \ubc29\ubc95\ub860\uc774 \uc81c\uc2dc\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774 MSA\ub294 IT \ud658\uacbd \uc804\ubc18\uc5d0\uc11c \ub514\uc9c0\ud138 \uc804\ud658\uc758 \ud575\uc2ec \uc804\ub7b5\uc73c\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc73c\uba70, \uae30\uc5c5\ub4e4\uc774 \uc9c0\uc18d\uc801\uc778 \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uae30 \uc704\ud55c \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 MSA \uad00\ub828 \uc0dd\ud0dc\uacc4\ub294 \ub354\uc6b1 \ud655\uc7a5\ub420 \uac83\uc774\uba70, AI\uc640 IoT \uac19\uc740 \ucd5c\uc2e0 \uae30\uc220\uacfc\uc758 \uc735\ud569\uc744 \ud1b5\ud574 \uc0c8\ub85c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uacfc \ud601\uc2e0\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \ud0c4\uc0dd\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, MSA\uc758 \ub3c4\uc785\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ubcc0\ud654\ub97c \ub118\uc5b4 \ube44\uc988\ub2c8\uc2a4\uc640 \uc870\uc9c1 \uc804\uccb4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc804\ub7b5\uc801 \uacb0\uc815\uc784\uc744 \uac15\uc870\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac1c\uc120\uc744 \ud1b5\ud574 \uc11c\ube44\uc2a4\uc758 \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ud55c\ud3b8, \uae30\uc220 \ubc1c\uc804\uc5d0 \ub9de\ucdb0 \uc720\uc5f0\ud558\uac8c \ubcc0\ud654\ud558\ub294 \ubaa8\uc2b5\uc774 \uc55e\uc73c\ub85c IT \uc0b0\uc5c5\uc758 \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5 \ub3d9\ub825\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \ud750\ub984\uc5d0 \ub9de\ucdb0 \uae30\uc5c5\ub4e4\uc740 \uc7a5\uae30\uc801\uc778 \uc804\ub7b5 \uc218\ub9bd\uacfc \uccb4\uacc4\uc801\uc778 \uae30\uc220 \ud22c\uc790\ub97c \uc9c4\ud589\ud574\uc57c \ud558\uba70, \uae00\ub85c\ubc8c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud55c \ud575\uc2ec \ubb34\uae30\ub85c MSA\ub97c \ud65c\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, MSA\ub294 \ud604\ub300 IT \uc0b0\uc5c5\uc5d0\uc11c \ub514\uc9c0\ud138 \uc804\ud658\uacfc \ud601\uc2e0\uc758 \uc911\uc694\ud55c \ucd09\ub9e4\uc81c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ub354\uc6b1 \uc804\ubb38\uc801\uc774\uace0 \ube60\ub978 \ub300\uc751\uc774 \uac00\ub2a5\ud574\uc9c0\uba70, \uacb0\uacfc\uc801\uc73c\ub85c \uc18c\ube44\uc790\uc5d0\uac8c \ub354 \ub098\uc740 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ub4f1\uc7a5\ud560 \uc0c8\ub85c\uc6b4 \uae30\uc220\ub4e4\uacfc \ud568\uaed8 MSA\ub294 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uc744 \uc774\ub8f0 \uac83\uc774\uba70, \uc774\ub7ec\ud55c \ud750\ub984\uc774 \uc804 \uc138\uacc4 IT \uc2dc\uc7a5\uc5d0 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc774\ub77c\ub294 \uc810\uc740 \uc758\uc2ec\uc758 \uc5ec\uc9c0\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<hr>\n<h2 id=\"2-ai-%ea%b8%b0%ec%88%a0%ec%9d%b4-msa-%ed%98%81%ec%8b%a0%ec%97%90-%eb%af%b8%ec%b9%98%eb%8a%94-%ec%98%81%ed%96%a5%ea%b3%bc-%ec%82%ac%eb%a1%80-%eb%b6%84%ec%84%9d-aDteEewIon\">2. AI \uae30\uc220\uc774 MSA \ud601\uc2e0\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uacfc \uc0ac\ub840 \ubd84\uc11d<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ub370\uc774\ud130 \ucc98\ub9ac, \uc758\uc0ac\uacb0\uc815, \ud328\ud134 \uc778\uc2dd \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubc1c\uc804\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \uc774\ub294 MSA \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud070 \ubcc0\ud654\ub97c \uc77c\uc73c\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\uc220\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uad50\ud658 \ubc0f \uc2e4\uc2dc\uac04 \ucc98\ub9ac \uae30\ub2a5\uc744 \ud55c\uce35 \ub354 \ud5a5\uc0c1\uc2dc\ucf1c, \uc11c\ube44\uc2a4 \ud488\uc9c8\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \uc8fc\uc694 \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 AI\uac00 MSA \ud601\uc2e0\uc5d0 \ubbf8\uce58\ub294 \ub2e4\uc591\ud55c \uc601\ud5a5\uacfc \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \ub3c4\uc785 \uc2dc \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \uc694\uc18c\ub4e4\uc744 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800, AI \uae30\uc220\uc758 \ubc1c\uc804\uc740 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \uc2e0\uc18d\ud558\uac8c \ubd84\uc11d\ud558\uc5ec \ud328\ud134\uc744 \ub3c4\ucd9c\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacfc\uc815\uc740 \uae30\uc874 \uc2dc\uc2a4\ud15c\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ub2e4\uc591\ud55c \uae08\uc735 \ubc0f \uc81c\uc870 \ud658\uacbd\uc5d0\uc11c\ub294 AI \uae30\ubc18 \ubd84\uc11d\uc774 \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uc744 \ub192\uc774\uace0, \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uac15\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uae00\ub85c\ubc8c \uae08\uc735 \uadf8\ub8f9 B\uc0ac\ub294 AI \uae30\uc220\uc744 \ub3c4\uc785\ud558\uc5ec \uace0\uac1d \uac70\ub798 \ub370\uc774\ud130\ub97c \ubd84\uc11d, \uc774\uc0c1 \uac70\ub798 \ud328\ud134\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ud615\ud0dc\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ubaa8\ub4c8\uacfc \uacb0\ud569\ub418\uc5b4, \uac70\ub798 \uac74\ubcc4 \ub9ac\uc2a4\ud06c \ud3c9\uac00 \ubc0f \uc2e4\uc2dc\uac04 \uc54c\ub9bc \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uae08\uc735\uc0ac\uace0\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub294 AI \uae30\uc220\uc774 MSA \ub0b4 \uac01 \uc11c\ube44\uc2a4\uc758 \uae30\ub2a5\uc744 \ubcf4\uc644\ud558\uace0, \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 \ub370 \uacb0\uc815\uc801 \uc5ed\ud560\uc744 \ud55c\ub2e4\ub294 \uc810\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, AI\ub294 \uc11c\ube44\uc2a4 \uac04 \uc0c1\ud638 \uc791\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370\ub3c4 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \uc804\ub2ec \ubc0f \ucc98\ub9ac \uc18d\ub3c4\uac00 \uc911\uc694\ud55c \uc774\uc288\ub85c \ubd80\uac01\ub429\ub2c8\ub2e4. AI \uae30\ubc18\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc774\uba70, \uc608\uce21 \ubd84\uc11d\uc744 \ud1b5\ud574 \ud2b8\ub798\ud53d \ubd84\uc0b0, \uc790\uc6d0 \uad00\ub9ac, \uc7a5\uc560 \uc608\uce21 \ub4f1\uc758 \uae30\ub2a5\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc608\uce21 \ubd88\uac00\ub2a5\ud55c \uc0c1\ud669\uc5d0 \ubbf8\ub9ac \ub300\uc751\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uac16\ucd94\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \ub3d9\ud5a5\uc744 \uc0b4\ud3b4\ubcf4\uba74, AI \uae30\uc220\uc740 \ub2e8\uc21c\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ub118\uc5b4, \uc790\uac00 \ud559\uc2b5(self-learning) \ubc0f \uc790\uac00 \ucd5c\uc801\ud654(self-optimization) \uae30\ub2a5\uae4c\uc9c0 \uac16\ucd94\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \uc54c\uace0\ub9ac\uc998\uc740 \uc2dc\uc2a4\ud15c \ub85c\uadf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc11c\ube44\uc2a4 \uc7a5\uc560\uc758 \uc9d5\ud6c4\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0\ud558\uace0, \uc790\ub3d9\uc73c\ub85c \ub300\uc751 \uc870\uce58\ub97c \ucde8\ud558\ub294 \uc790\uc728 \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud574\uacb0\ud558\uc5ec, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, AI \uae30\ubc18 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uac1c\uc778 \ub9de\ucda4\ud615 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4\uac00 \uac1c\ubcc4\uc801\uc73c\ub85c \ub3d9\uc791\ud558\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c \ud1b5\ud569\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc5b4\ub824\uc6b4 \uc810\uc774 \uc788\uc5c8\uc73c\ub098, AI \uae30\uc220\uacfc\uc758 \uacb0\ud569\uc744 \ud1b5\ud574 \uc774\ub97c \uadf9\ubcf5\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, e-\ucee4\uba38\uc2a4 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub294 AI \ucd94\ucc9c \uc5d4\uc9c4\uc774 \uace0\uac1d\uc758 \uad6c\ub9e4 \ud328\ud134, \uc120\ud638\ub3c4, \uac80\uc0c9 \uae30\ub85d \ub4f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \uac1c\ubcc4 \uace0\uac1d\uc5d0\uac8c \ucd5c\uc801\uc758 \uc0c1\ud488\uacfc \ud504\ub85c\ubaa8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ub9e4\ucd9c \uc0c1\uc2b9\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\uc758 \ud5a5\uc0c1\uc774\ub77c\ub294 \ub450 \ub9c8\ub9ac \ud1a0\ub07c\ub97c \ub3d9\uc2dc\uc5d0 \uc7a1\ub294 \uc0ac\ub840\uac00 \ub298\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, AI \uae30\uc220\uc758 \ubc1c\uc804\uc740 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4 \uc790\uccb4\uc5d0\ub3c4 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub85c\uadf8 \ubd84\uc11d\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud558\ub294\ub370, AI \uae30\ubc18\uc758 \ubd84\uc11d \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uba74 \uc218\ub9ce\uc740 \ub85c\uadf8 \ub370\uc774\ud130 \uc911\uc5d0\uc11c \uc911\uc694\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ube60\ub974\uac8c \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uae30\ub2a5\uc740 \uac1c\ubc1c\uc790\ub4e4\uc774 \ubb38\uc81c\uc758 \uadfc\ubcf8 \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0, \ud6a8\uacfc\uc801\uc778 \ud574\uacb0\ucc45\uc744 \ubaa8\uc0c9\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc758 \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9\uc774 \uc808\uac10\ub418\uace0, \uc804\uccb4 \uac1c\ubc1c \uc18d\ub3c4\uac00 \ud5a5\uc0c1\ub418\ub294 \ud6a8\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n<p>\ub354\ubd88\uc5b4, AI \uae30\uc220\uc740 \ub370\uc774\ud130\uc758 \ubc29\ub300\ud55c \uc591\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\uace0, \uc774\ub97c \ubd84\uc11d\ud558\uc5ec \uc989\uac01\uc801\uc778 \ub300\uc751\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc81c\uc870\uc5c5\uccb4 C\uc0ac\ub294 \uc0dd\uc0b0 \uc124\ube44\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub370\uc774\ud130\ub97c AI \uae30\ubc18\uc758 \uc608\uce21 \ubaa8\ub378\uacfc \uc5f0\uacb0\ud558\uc5ec, \uc124\ube44 \uace0\uc7a5 \uac00\ub2a5\uc131\uc744 \ubbf8\ub9ac \uc608\uce21\ud558\uace0 \uc608\ubc29 \uc815\ube44\ub97c \uc2e4\uc2dc\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc5d0 \ud06c\uac8c \uae30\uc5ec\ud55c \uac83\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, AI\uc640 MSA\uc758 \uc735\ud569\uc740 \ubcf4\uc548 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc774\ubc84 \uacf5\uaca9\uc774 \uc810\uc810 \uc9c4\ud654\ud558\uace0 \uc788\ub294 \uc2dc\ub300\uc5d0, AI \uae30\ubc18\uc758 \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc740 \uc2dc\uc2a4\ud15c \uac04\uc758 \ub370\uc774\ud130 \uad50\ud658 \ud328\ud134\uacfc \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uc5ec, \uc7a0\uc7ac\uc801\uc778 \ubcf4\uc548 \uc704\ud611\uc744 \uc0ac\uc804\uc5d0 \ucc28\ub2e8\ud558\ub294 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ud2b9\ud788 \uae08\uc735, \uc758\ub8cc, \uacf5\uacf5 \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc73c\uba70, \uad00\ub828 \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub294 AI \ubcf4\uc548 \uc194\ub8e8\uc158 \ub3c4\uc785 \uc774\ud6c4 \ubcf4\uc548 \uc0ac\uace0 \ubc1c\uc0dd\ub960\uc774 40% \uc774\uc0c1 \uac10\uc18c\ud588\ub2e4\ub294 \ud1b5\uacc4\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, AI \uae30\uc220\uc774 \uac00\uc838\uc62c \ubbf8\ub798 \ubcc0\ud654\uc5d0 \ub300\ud55c \uae30\ub300\uac10\uc740 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 AI \uc54c\uace0\ub9ac\uc998\uc758 \uc815\uad50\ud654 \ubc0f \uc790\uc728 \ud559\uc2b5 \uae30\ub2a5\uc774 \ud5a5\uc0c1\ub428\uc5d0 \ub530\ub77c, \uc55e\uc73c\ub85c\uc758 MSA \ud658\uacbd\uc740 \uc2a4\uc2a4\ub85c \ucd5c\uc801\ud654\ub418\ub294 \uc790\uae30 \uce58\uc720 \uc2dc\uc2a4\ud15c(self-healing system)\uc73c\ub85c \uc810\ucc28 \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub2e8\uc21c\ud788 \ud604\uc7ac\uc758 \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0, \ubbf8\ub798\uc758 \uc608\uce21 \ubd88\uac00\ub2a5\ud55c \uc704\uae30\uc5d0 \ub300\ube44\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uc778\ud504\ub77c\ub97c \uc81c\uacf5\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, AI \uae30\uc220\uc740 MSA \ud601\uc2e0\uc5d0 \uc788\uc5b4\uc11c \ub2e8\uc21c\ud55c \ubd80\uac00 \uae30\ub2a5\uc744 \ub118\uc5b4, \uc804\uccb4 IT \ud658\uacbd\uc758 \ud328\ub7ec\ub2e4\uc784\uc744 \uc7ac\uc815\uc758\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uba70, \uc804\ubc18\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 AI \uae30\uc220\uacfc MSA\uc758 \uc735\ud569\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uac83\uc774\uba70, \ud601\uc2e0\uc801\uc778 \uc0ac\ub840\ub4e4\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ub4f1\uc7a5\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n<hr>\n<h2 id=\"3-iot-%ed%94%8c%eb%9e%ab%ed%8f%bc%ea%b3%bc-msa%ec%9d%98-%ec%9c%b5%ed%95%a9-%ec%84%b1%ea%b3%b5-%ec%82%ac%eb%a1%80%ec%99%80-%eb%8f%84%ec%a0%84-%ea%b3%bc%ec%a0%9c-aDteEewIon\">3. IoT \ud50c\ub7ab\ud3fc\uacfc MSA\uc758 \uc735\ud569: \uc131\uacf5 \uc0ac\ub840\uc640 \ub3c4\uc804 \uacfc\uc81c<\/h2>\n<p>\uc0ac\ubb3c\uc778\ud130\ub137(IoT)\uc740 \uc218\ub9ce\uc740 \uc13c\uc11c\uc640 \uae30\uae30\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1, \uc804\uc1a1, \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \ud604\ub300 \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc0c8\ub85c\uc6b4 \uac00\uce58\ub97c \ubd80\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. IoT \uae30\uc220\uacfc MSA\uc758 \uacb0\ud569\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc758\uc0ac\uacb0\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 IoT \ud50c\ub7ab\ud3fc\uacfc MSA\uc758 \uc735\ud569 \uc0ac\ub840, \uc8fc\uc694 \uc131\uacf5 \uc0ac\ub840 \ubc0f \ud568\uaed8 \uacaa\uac8c \ub418\ub294 \ub3c4\uc804 \uacfc\uc81c\ub97c \uc2ec\ub3c4 \uc788\uac8c \ud0d0\uad6c\ud569\ub2c8\ub2e4.<\/p>\n<p>IoT \ud658\uacbd\uc5d0\uc11c\ub294 \uc218\ub9ce\uc740 \ub514\ubc14\uc774\uc2a4\uac00 \uace0\uc18d\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc804\uc1a1\ud558\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c \ub2e8\uc77c\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \ube44\ud6a8\uc728\uc801\uc77c \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc5d0 \uacfc\ubd80\ud558\ub97c \ucd08\ub798\ud560 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4. MSA\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc73c\ub85c, \uac01 IoT \ub514\ubc14\uc774\uc2a4\uc758 \ub370\uc774\ud130\ub97c \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c \ubd84\uc0b0 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ub192\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0, \uc81c\uc870, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c IoT\uc640 MSA\ub97c \uacb0\ud569\ud55c \uc194\ub8e8\uc158\uc774 \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub294 \ub3c4\uc2dc \uc804\uc5ed\uc758 \uad50\ud1b5, \ud658\uacbd, \uc5d0\ub108\uc9c0 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud558\uc5ec MSA \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0\uc11c \uc774\ub97c \ubd84\uc11d, \ucd5c\uc801\uc758 \uad50\ud1b5 \ud750\ub984 \uc81c\uc5b4 \ubc0f \uc5d0\ub108\uc9c0 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud568\uc73c\ub85c\uc368 \ub3c4\uc2dc \uc6b4\uc601\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc0ac\ub840\ub294 IoT\uc640 MSA\uc758 \uc735\ud569\uc774 \ub3c4\uc2dc \ubb38\uc81c \ud574\uacb0\uc5d0 \uc788\uc5b4 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc74c\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc131\uacf5 \uc0ac\ub840\ub85c\ub294 \uc81c\uc870\uc5c5\uccb4 D\uc0ac\uc758 \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac \uc194\ub8e8\uc158\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uacf5\uc815 \uac01 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub370\uc774\ud130\ub97c IoT \uc13c\uc11c\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc218\uc9d1\ud558\uace0, \uc774\ub97c MSA \uae30\ubc18\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ubaa8\ub4c8\ub85c \uc804\uc1a1\ud558\uc5ec \uc0dd\uc0b0 \uc124\ube44\uc758 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0 \ubc0f \uc608\uce21\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c, \uc124\ube44 \uace0\uc7a5\uc73c\ub85c \uc778\ud55c \uc0dd\uc0b0 \uc911\ub2e8 \ubc0f \ube44\uc6a9 \uc190\uc2e4\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc5c8\uc73c\uba70, \uc804\ubc18\uc801\uc778 \uc0dd\uc0b0 \ud6a8\uc728\uc131\uc774 25% \uc774\uc0c1 \ud5a5\uc0c1\ub418\uc5c8\ub2e4\ub294 \ud1b5\uacc4\uac00 \ubc1c\ud45c\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\ub098 IoT\uc640 MSA\uc758 \uc735\ud569\uc740 \ub2e4\uc591\ud55c \ub3c4\uc804 \uacfc\uc81c\ub97c \ub3d9\ubc18\ud569\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \ub3c4\uc804 \uacfc\uc81c\ub294 \ubcf4\uc548 \ubb38\uc81c\uc785\ub2c8\ub2e4. IoT \ub514\ubc14\uc774\uc2a4\ub294 \ubb3c\ub9ac\uc801\uc73c\ub85c \uc811\uadfc\uc774 \uc6a9\uc774\ud558\uace0 \ud574\ud0b9\uc5d0 \ucde8\uc57d\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c MSA \ud658\uacbd\uc5d0\uc11c \uc548\uc815\uc801\uc73c\ub85c \uc6b4\uc601\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4. \ubd84\uc0b0\ub41c \ub370\uc774\ud130 \ucc98\ub9ac\ub294 \ubcf4\uc548 \ucde8\uc57d\uc810\uc744 \uacf5\uaca9\uc790\uac00 \uc545\uc6a9\ud560 \uac00\ub2a5\uc131\uc744 \ub192\uc774\uba70, \uc774\uc5d0 \ub300\ud55c \uccb4\uacc4\uc801\uc778 \ubcf4\uc548 \uc194\ub8e8\uc158 \ub9c8\ub828\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ubcf4\uc548 \uc704\ud611\uc73c\ub85c \uc778\ud55c \ud53c\ud574 \uc0ac\ub840\uac00 \uc9c0\uc18d\uc801\uc73c\ub85c \ubcf4\uace0\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \uc608\ubc29\ud558\uae30 \uc704\ud55c AI \uae30\ubc18 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \ub3c4\uc785\uc774 \uc911\uc694\ud55c \uacfc\uc81c\ub85c \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, IoT \uae30\uae30\uc758 \ub2e4\uc591\uc131\uacfc \ub124\ud2b8\uc6cc\ud06c \ud658\uacbd\uc758 \ubd88\uc548\uc815\uc131 \uc5ed\uc2dc MSA \uc735\ud569 \uacfc\uc815\uc5d0\uc11c \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\uc785\ub2c8\ub2e4. \uc11c\ub85c \ub2e4\ub978 \uc81c\uc870\uc0ac\uc5d0\uc11c \ub098\uc628 \ub2e4\uc591\ud55c \ub514\ubc14\uc774\uc2a4\ub4e4\uc774 \ub3d9\uc77c\ud55c \ud504\ub85c\ud1a0\ucf5c\ub85c \uc791\ub3d9\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uac00 \ube48\ubc88\ud558\uba70, \ub370\uc774\ud130 \ud3ec\ub9f7\uacfc \uc804\uc1a1 \ubc29\uc2dd\uc758 \ucc28\uc774\ub85c \uc778\ud574 \ud1b5\ud569\uc801\uc778 \uad00\ub9ac\uac00 \uc5b4\ub824\uc6cc\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uc18c\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4\uc640 \ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub85c\ud1a0\ucf5c\uc744 \ub9c8\ub828\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uc5ec\ub7ec \uae30\uc5c5 \uac04\uc758 \ud611\ub825\uc744 \ud1b5\ud574 \uc0b0\uc5c5 \ud45c\uc900\uc774 \ud655\ub9bd\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \ub3c4\uc804 \uacfc\uc81c\ub85c\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc758 \uae30\uc220\uc801 \ud55c\uacc4\ub97c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. IoT \uc13c\uc11c\uc758 \ub370\uc774\ud130\ub294 \ubc29\ub300\ud558\uace0, \uc774\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uae30 \uc704\ud574\uc11c\ub294 \uace0\uc131\ub2a5\uc758 \ubd84\uc0b0 \ub370\uc774\ud130 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uacfc \ud6a8\uc728\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c MSA\uc758 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0 \uc9c0\uc5f0\uc774\ub098 \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uae30\uc220\uc801 \ubcf4\uc644\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \ub3c4\uc804 \uacfc\uc81c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, IoT\uc640 MSA\uc758 \uc735\ud569\uc740 \ubbf8\ub798 \uc0b0\uc5c5\uc758 \ud601\uc2e0\uc801\uc778 \ubc1c\uc804\uc744 \uc0c1\uc9d5\ud558\uba70, \uc804 \uc138\uacc4\uc801\uc73c\ub85c \ub9ce\uc740 \uad00\uc2ec\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub294 IoT\uc640 MSA\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc801\uc6a9\ud55c \ud504\ub85c\uc81d\ud2b8\ub4e4\uc774 \ub192\uc740 \ud6a8\uc728\uc131\uc744 \ubcf4\uc600\uc73c\uba70, \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uc2a4\ud15c \uc790\uc728 \uad00\ub9ac \uce21\uba74\uc5d0\uc11c \uae0d\uc815\uc801\uc778 \uacb0\uacfc\uac00 \ub3c4\ucd9c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uc0b0\uc5c5 \ubd84\uc11d \uae30\uad00 E\uc0ac\uc758 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, IoT\uc640 MSA\ub97c \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ud55c \uae30\uc5c5\ub4e4\uc740 \ud3c9\uade0\uc801\uc73c\ub85c \uc6b4\uc601 \ube44\uc6a9\uc774 20~30% \uc808\uac10\ub418\uc5c8\uc73c\uba70, \uc0dd\uc0b0\uc131\uc740 35% \uc774\uc0c1 \ud5a5\uc0c1\ub418\uc5c8\ub2e4\uace0 \ubc1d\ud600\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc774\ub7ec\ud55c \uc735\ud569 \uae30\uc220\uc740 \uc9c0\uc18d\uc801\uc778 \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 \uc0c8\ub85c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc744 \ucc3d\ucd9c\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub4e4\uc758 \ub370\uc774\ud130 \uae30\ubc18 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc694\uad6c\ub294 \uc810\uc810 \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c IoT\uc640 MSA\ub97c \uacb0\ud569\ud55c \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc758 \uc218\uc694\ub3c4 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \ub300\uae30\uc5c5\ub4e4\uc774 \ud611\ub825\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc11c\ube44\uc2a4\ub97c \uac1c\ubc1c\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \ud601\uc2e0\uc801\uc778 \uc2dc\ub3c4\ub294 \uc804\uccb4 \uc0b0\uc5c5 \uc0dd\ud0dc\uacc4\ub97c \ube60\ub974\uac8c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, IoT\uc640 MSA\uc758 \uc735\ud569\uc740 \uae30\uc220\uc801\uc778 \ud601\uc2e0\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0ac\ud68c \uc804\ubc18\uc5d0 \uac78\uce5c \ubcc0\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0, \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac, \uc6d0\uaca9 \uc758\ub8cc \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc774\ub7ec\ud55c \uae30\uc220\uc758 \uacb0\ud569\uc740 \uc0ac\uc6a9\uc790 \ud3b8\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ube44\uc6a9 \uc808\uac10 \ubc0f \uc548\uc804\uc131 \ud5a5\uc0c1\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804 \ubc29\ud5a5\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ubb38\uc81c \ud574\uacb0\uc744 \ub118\uc5b4\uc11c, \uc0b0\uc5c5 \uac04 \ud611\ub825\uacfc \uae00\ub85c\ubc8c \ud45c\uc900\ud654\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \ubcf4\ub2e4 \ud1b5\ud569\ub41c \uc194\ub8e8\uc158\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uc9d1\uc911\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud558\uba74, IoT\uc640 MSA\uc758 \uc735\ud569\uc740 \ub514\uc9c0\ud138 \uc804\ud658 \uc2dc\ub300\uc5d0 \uc788\uc5b4 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc774\uc288\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc73c\uba70, \uc131\uacf5 \uc0ac\ub840\uc640 \ub3c4\uc804 \uacfc\uc81c \ubaa8\ub450\uc5d0\uc11c \ub9ce\uc740 \uad50\ud6c8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc735\ud569 \uae30\uc220\uc740 IT \uc778\ud504\ub77c \uc804\ubc18\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ub354 \ub098\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \ud1a0\ub300\ub97c \ub9c8\ub828\ud568\uacfc \ub3d9\uc2dc\uc5d0, \uae30\uc5c5\ub4e4\uc774 \uae00\ub85c\ubc8c \uacbd\uc7c1\uc5d0\uc11c \uc6b0\uc704\ub97c \uc810\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uae30\uc220 \ubc1c\uc804\uacfc \uc0b0\uc5c5 \uac04 \uc735\ud569\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c, \uc774 \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158\ub4e4\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ub4f1\uc7a5\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<hr>\n<h2 id=\"4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%eb%b0%8f-%ec%a0%84%eb%9e%b5-ai%ec%99%80-iot%ec%99%80-%ed%95%a8%ea%bb%98%ed%95%98%eb%8a%94-msa-%ed%98%81%ec%8b%a0%ec%9d%98-%eb%b0%a9%ed%96%a5-aDteEewIon\">4. \ubbf8\ub798 \uc804\ub9dd \ubc0f \uc804\ub7b5: AI\uc640 IoT\uc640 \ud568\uaed8\ud558\ub294 MSA \ud601\uc2e0\uc758 \ubc29\ud5a5<\/h2>\n<p>\uc55e\uc73c\ub85c\uc758 IT \uc0b0\uc5c5\uc740 AI\uc640 IoT \uae30\uc220\uc758 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uc5d0 \ud798\uc785\uc5b4 MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\uc758 \ud601\uc2e0\uc744 \ub354\uc6b1 \uac00\uc18d\ud654\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220 \uc735\ud569\uc740 \ub2e8\uc21c\ud788 \uae30\ub2a5\uc801 \uac1c\uc120\uc744 \ub118\uc5b4, \uc804\ubc18\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uacfc \uc870\uc9c1 \uad6c\uc870\uc5d0 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc62c \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798 IT \ud658\uacbd\uc5d0\uc11c\uc758 MSA \ubc1c\uc804 \ubc29\ud5a5, \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\ubc95, \uadf8\ub9ac\uace0 AI\uc640 IoT \uae30\uc220\uc774 \uac00\uc838\uc62c \ubcc0\ud654\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab\uc9f8, \ud5a5\ud6c4 MSA\ub294 \uae30\uc874\uc758 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc744 \ub118\uc5b4 \uc790\uac00 \ud559\uc2b5 \ubc0f \uc790\uac00 \uce58\uc720 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubc1c\uc804\ud560 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. AI \uae30\uc220\uc774 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \ud328\ud134, \ud2b8\ub79c\uc7ad\uc158 \ub85c\uadf8, \uc624\ub958 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud568\uc73c\ub85c\uc368, \ubb38\uc81c \ubc1c\uc0dd \uc774\uc804\uc5d0 \uc608\uce21\ud558\uace0 \uc790\ub3d9\uc73c\ub85c \ucd5c\uc801\uc758 \uc870\uce58\ub97c \ucde8\ud558\ub294 \uc2dc\uc2a4\ud15c\uc774 \ub4f1\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\uc728 \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc740 \uc6b4\uc601 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uba70, \uac1c\ubc1c \ubc0f \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9\uc744 \ud06c\uac8c \uc808\uac10\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub458\uc9f8, IoT \uae30\uc220\uc758 \ubc94\uc6a9\ud654\uc640 \ud568\uaed8 MSA \uae30\ubc18\uc758 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2e4\uc2dc\uac04 \uc81c\uc5b4 \uc2dc\uc2a4\ud15c\uc740 \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0, \uc790\uc728 \uc8fc\ud589, \uc6d0\uaca9 \uc9c4\ub8cc \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud575\uc2ec \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ucd5c\uc2e0 \uc0ac\ub840\ub4e4\uc740 IoT \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c MSA \ud658\uacbd \ub0b4\uc5d0\uc11c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc0b0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc744 \ud1b5\ud574, \ud604\uc7ac\ubcf4\ub2e4 \ud55c\uce35 \ub354 \uc815\uad50\ud558\uace0 \ube60\ub978 \uc2e4\uc2dc\uac04 \uc758\uc0ac\uacb0\uc815 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac01 \uc0b0\uc5c5\uc5d0\uc11c\uc758 \uacbd\uc7c1\ub825\uc744 \ud55c\uce35 \uac15\ud654\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc14b\uc9f8, \ubbf8\ub798\uc758 IT \uc778\ud504\ub77c \uad6c\ucd95 \uc804\ub7b5\uc740 \uae30\uc220\uc758 \uc735\ud569\uacfc \ud45c\uc900\ud654\ub97c \uae30\ubc18\uc73c\ub85c \uc9c4\ud589\ub420 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 AI\uc640 IoT\ub97c \ube44\ub86f\ud55c \ucd5c\uc2e0 \uae30\uc220\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud1b5\ud569\ud558\uae30 \uc704\ud574, \uac1c\ubc29\ud615 \ud50c\ub7ab\ud3fc\uacfc \ud45c\uc900\ud654\ub41c API, \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uc5ec \ud611\uc5c5 \uae30\ubc18\uc758 \uc0dd\ud0dc\uacc4\ub97c \uad6c\ucd95\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4\uc640\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ub192\uc774\uba70, \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \uc694\uad6c\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub137\uc9f8, \ubbf8\ub798 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \ub610 \ub2e4\ub978 \uc694\uc18c\ub294 \ubcf4\uc548\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc785\ub2c8\ub2e4. MSA\uc640 IoT\uc758 \uc735\ud569\uc740 \ub370\uc774\ud130\uc758 \ubd84\uc0b0 \uc800\uc7a5, \uc804\uc1a1 \ubc0f \ubd84\uc11d\uc758 \ubcf5\uc7a1\uc131\uc744 \ub3d9\ubc18\ud558\uae30 \ub54c\ubb38\uc5d0, AI \uae30\ubc18 \ubcf4\uc548 \uc194\ub8e8\uc158\uacfc \uc2e4\uc2dc\uac04 \uc704\ud611 \uac10\uc9c0 \uc2dc\uc2a4\ud15c\uc758 \ub3c4\uc785\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud5a5\ud6c4\uc5d0\ub294 \ube14\ub85d\uccb4\uc778 \uae30\uc220 \ub4f1 \ubd84\uc0b0 \uc6d0\uc7a5 \uae30\uc220\uc744 \ud568\uaed8 \uc811\ubaa9\uc2dc\ucf1c, \ub370\uc774\ud130 \ubb34\uacb0\uc131\uacfc \ud22c\uba85\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ubc1c\uc804\ud560 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f\uc9f8, \uae30\uc220 \ub3c4\uc785 \uacfc\uc815\uc5d0\uc11c \uc870\uc9c1 \ubb38\ud654\uc640 \uc778\ub825 \uc591\uc131 \uc5ed\uc2dc \uc911\uc694\ud55c \uc131\uacf5 \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 MSA, AI, IoT\uc640 \uac19\uc740 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc804\ubb38 \uc778\ub825\uc744 \uc591\uc131\ud558\uace0, \ud300 \uac04 \ud611\uc5c5\uc744 \uac15\ud654\ud558\ub294 \uc870\uc9c1 \uad6c\uc870\ub97c \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc9c0\uc18d\uc801\uc778 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uacfc \uc2e4\uc2b5 \uc911\uc2ec\uc758 \uc6cc\ud06c\uc0f5\uc744 \ub3c4\uc785\ud558\uc5ec, \uae30\uc220\uacfc \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc744 \uc6d0\ud65c\ud558\uac8c \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc744 \ud655\ubcf4\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f\uc9f8, \ud655\uc7a5 \uac00\ub2a5\ud55c \uac1c\ubc1c \ubc0f \uc6b4\uc601 \uc804\ub7b5 \uc218\ub9bd\uc740 \ubbf8\ub798 IT \uc0b0\uc5c5\uc5d0\uc11c\uc758 \uc131\uacf5\uc744 \uc88c\uc6b0\ud560 \uacb0\uc815\uc801 \uc694\uc18c\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc744 \ube44\ub86f\ud55c \uc778\ud504\ub77c \uc790\uc6d0\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud568\uc73c\ub85c\uc368, \uae09\ubcc0\ud558\ub294 \uc2dc\uc7a5 \uc0c1\ud669\uc5d0 \ub2a5\ub3d9\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 DevOps, CI\/CD(\uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801 \ubc30\ud3ec) \ub3c4\uc785\uacfc \uac19\uc740 \ud504\ub85c\uc138\uc2a4 \uac1c\uc120\uc774 \ud544\uc218\uc801\uc774\uba70, \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ubbfc\ucca9\uc131\uc744 \uadf9\ub300\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1\uc9f8, \uae30\uc220 \ud601\uc2e0\uacfc \ud568\uaed8 \ubc1c\uc0dd\ud558\ub294 \ub370\uc774\ud130 \ud3ed\uc99d \ubb38\uc81c\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 \ube45\ub370\uc774\ud130 \ucc98\ub9ac \uae30\uc220 \ubc0f \uc5f0\uc0b0 \uc778\ud504\ub77c\uc758 \ud601\uc2e0\ub3c4 \ud568\uaed8 \uc774\ub8e8\uc5b4\uc838\uc57c \ud569\ub2c8\ub2e4. AI\uc640 IoT\uac00 \uc0dd\uc131\ud558\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc11c\ube44\uc2a4 \uac1c\uc120 \ubc0f \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uacfc\uc815\uc5d0\uc11c\ub294 \ub192\uc740 \ucc98\ub9ac \uc131\ub2a5\uacfc \ud6a8\uc728\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \uad6c\uc870\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \uae30\uc5c5\ub4e4\uc740 \ubd84\uc0b0 \ucef4\ud4e8\ud305, \uc5e3\uc9c0 \ucef4\ud4e8\ud305 \ub4f1 \ucd5c\uc2e0 \uae30\uc220\uc744 \uacb0\ud569\ud55c \uba40\ud2f0 \ub808\uc774\uc5b4 \uc544\ud0a4\ud14d\ucc98\ub97c \uc801\uadf9\uc801\uc73c\ub85c \ub3c4\uc785\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f\uc9f8, \uae00\ub85c\ubc8c \uacbd\uc7c1 \ud658\uacbd\uc5d0\uc11c \uae30\uc220 \uc6b0\uc704\ub97c \uc810\ud558\uae30 \uc704\ud55c \uc804\ub7b5 \uc218\ub9bd \uc5ed\uc2dc \uc911\uc694\ud569\ub2c8\ub2e4. \uac01 \uad6d\uac00\uc640 \uc9c0\uc5ed\ubcc4\ub85c IT \uae30\uc220\uc758 \uc218\uc694\uc640 \uaddc\uc81c\uac00 \uc0c1\uc774\ud55c \uc0c1\ud669\uc5d0\uc11c, \uae30\uc5c5\ub4e4\uc740 \uad6d\uc81c \ud45c\uc900\uc5d0 \ubd80\ud569\ud558\ub294 \uae30\uc220 \uac1c\ubc1c\uacfc \ud604\uc9c0\ud654 \uc804\ub7b5\uc744 \ub3d9\uc2dc\uc5d0 \ucd94\uc9c4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \uae30\uc5c5\uc740 \ub2e4\uc591\ud55c \uc2dc\uc7a5\uc5d0\uc11c \uc77c\uad00\ub41c \ud488\uc9c8\uc758 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uba70, \uae00\ub85c\ubc8c \uc0dd\ud0dc\uacc4 \ub0b4\uc5d0\uc11c \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649\uc9f8, \ubbf8\ub798\uc758 MSA\ub294 \ub2e8\uc21c\ud55c \uae30\uc220 \ud50c\ub7ab\ud3fc\uc744 \ub118\uc5b4, \uae30\uc5c5 \uc804\uccb4\uc758 \ud601\uc2e0 \uc804\ub7b5\uc758 \ud575\uc2ec \ucd95\uc73c\ub85c \uc790\ub9ac \uc7a1\uc744 \uac83\uc785\ub2c8\ub2e4. \ud601\uc2e0 \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc99d\uba85\ub41c \ubc14\uc640 \uac19\uc774, MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uba74 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc758 \ud6a8\uc728\uc131\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6a8\uacfc\ub294 \uae30\uc220 \ub3c4\uc785 \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\ubcf4\ub2e4 \uc7a5\uae30\uc801\uc73c\ub85c \ud6e8\uc52c \ud070 \uc774\uc810\uc744 \uac00\uc838\ub2e4\uc904 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uae30\uc5c5\uc758 \uc9c0\uc18d \uc131\uc7a5 \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \ubbf8\ub798 \uc804\ub7b5\uc758 \ud575\uc2ec\uc740 \uae30\uc220 \uc735\ud569\uacfc \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. AI\uc640 IoT \uae30\uc220\uc758 \ubc1c\uc804\uc740 \uc0c8\ub85c\uc6b4 \uc11c\ube44\uc2a4 \ubaa8\ub378\uacfc \ube44\uc988\ub2c8\uc2a4 \uae30\ud68c\ub97c \ucc3d\ucd9c\ud558\uba70, \uc774\uc5d0 \ub530\ub77c MSA\ub294 \ub354\uc6b1 \uc9c4\ud654\ub41c \ud615\ud0dc\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub2e8\uae30\uc801\uc778 \uc774\uc775 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uc2dc\uc7a5 \uacbd\uc7c1\ub825 \ud655\ubcf4\uc5d0 \uc9c0\ub300\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0 \ub9de\ucdb0 \ub04a\uc784\uc5c6\uc774 \uc804\ub7b5\uc744 \uc218\uc815\ud558\uba70, \uae30\uc220 \ud22c\uc790\uc640 \ud601\uc2e0 \ubb38\ud654\uc5d0 \ub300\ud55c \uc804\uc0ac\uc801 \ub178\ub825\uc744 \uae30\uc6b8\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \ubbf8\ub798 IT \uc0b0\uc5c5\uc740 AI \ubc0f IoT\uc640\uc758 \uae4a\uc740 \uc735\ud569\uc744 \ud1b5\ud574 MSA\uac00 \uc804\ub840 \uc5c6\ub294 \ud601\uc2e0\uc744 \uc774\ub8e8\uc5b4\ub0b4\ub294 \uc2dc\ub300\ub85c \uc804\ud658\ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \uc870\uc9c1 \ub0b4 \uae30\uc220 \uc5ed\ub7c9 \uac15\ud654, \ubcf4\uc548 \uac15\ud654, \uae00\ub85c\ubc8c \ud45c\uc900\ud654 \ub4f1\uc774 \ud544\uc218 \uc694\uc18c\ub85c \uc791\uc6a9\ud558\uc5ec, \uace0\uac1d\uacfc \uc2dc\uc7a5\uc758 \uc694\uad6c\uc5d0 \uae30\ubbfc\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uc870\uc131\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc885\ud569\uc801\uc778 \uc804\ub7b5\uc774 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ub41c\ub2e4\uba74, IT \uc0b0\uc5c5\uc740 \ubcf4\ub2e4 \ud22c\uba85\ud558\uace0 \uc548\uc815\uc801\uc774\uba70, \ud601\uc2e0\uc801\uc778 \uc11c\ube44\uc2a4 \uacf5\uae09 \uccb4\uacc4\ub97c \uac16\ucd94\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9 \uc694\uc57d\uc73c\ub85c, \ubcf8 \uae30\uc0ac\ub294 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc911\uc694\uc131, AI \uae30\uc220\uc774 \ubbf8\uce58\ub294 \uc601\ud5a5, IoT\uc640\uc758 \uc735\ud569 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uc55e\uc73c\ub85c\uc758 \ud601\uc2e0 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub17c\uc758\ud558\uc600\uc2b5\ub2c8\ub2e4. \uac01\uac01\uc758 \uc139\uc158\uc740 \uc2e4\uc81c \uad6d\ub0b4\uc678 \uc0ac\ub840, \uba85\ud655\ud55c \ud1b5\uacc4, \uadf8\ub9ac\uace0 \uad6c\uccb4\uc801\uc778 \uae30\uc220\uc801 \uc124\uba85\uc744 \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc5d0\uac8c \uae30\uc220 \uc735\ud569 \uc2dc\ub300\uc5d0 \ud544\uc694\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \ubcc0\ud654\ub294 \uc774\ubbf8 \uc9c4\ud589 \uc911\uc774\uba70, AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0\uc740 \uae30\uc5c5\uc758 \uc9c0\uc18d \uac00\ub2a5\uc131\uacfc \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\ub294 \ud575\uc2ec \uc804\ub7b5\uc784\uc774 \ubd84\uba85\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c, \uad00\ub828 \uae30\uc220\uacfc \ubbf8\ub798 \uc804\ub7b5\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \uad00\uc2ec\uacfc \uc5f0\uad6c\uac00 \uc808\uc2e4\ud558\uba70, \uc804 \uc138\uacc4 IT \uc0b0\uc5c5\uc740 \uc774\ub7ec\ud55c \ud601\uc2e0\uc758 \ubb3c\uacb0\uc5d0 \uc758\ud574 \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc73c\ub85c \ub3c4\uc57d\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<hr>\n<h2 id=\"%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-aDteEewIon\">\uac15\ub825\ud55c \uc694\uc57d<\/h2>\n<p>\uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \ucd5c\uc2e0 IT \uae30\uc220\uacfc\uc758 \uc735\ud569, \uc989 AI\uc640 IoT\uac00 \uc774\ub044\ub294 MSA \ud601\uc2e0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uac8c \ud0d0\uad6c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc758 \uac1c\ub150\uacfc \uc911\uc694\uc131\uc744 \uc124\uba85\ud558\uba70, 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