{"id":55742,"date":"2019-05-31T14:30:07","date_gmt":"2019-05-31T05:30:07","guid":{"rendered":"https:\/\/jfrog.co.jp\/?p=37955"},"modified":"2020-05-26T08:25:09","modified_gmt":"2020-05-26T06:25:09","slug":"looking-up-4-technical-devops-predictions-for-2020","status":"publish","type":"post","link":"https:\/\/jfrog.com\/ja\/blog\/looking-up-4-technical-devops-predictions-for-2020\/","title":{"rendered":"2020\u5e74\u4ee5\u964d\u306eDevOps\u30c8\u30ec\u30f3\u30c9\uff1a4\u3064\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4e88\u6e2c"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-41673 size-full\" src=\"https:\/\/jfrog.com\/wp-content\/uploads\/2018\/12\/shutterstock_750259966-Converted-04.png\" alt=\"\" width=\"864\" height=\"501\" srcset=\"https:\/\/speedmedia2.jfrog.com\/08612fe1-9391-4cf3-ac1a-6dd49c36b276\/jfrog.com\/wp-content\/uploads\/2018\/12\/shutterstock_750259966-Converted-04.png?speedsize=w_864 864w, https:\/\/speedmedia2.jfrog.com\/08612fe1-9391-4cf3-ac1a-6dd49c36b276\/jfrog.com\/wp-content\/uploads\/2018\/12\/shutterstock_750259966-Converted-04.png?speedsize=w_300 300w, https:\/\/speedmedia2.jfrog.com\/08612fe1-9391-4cf3-ac1a-6dd49c36b276\/jfrog.com\/wp-content\/uploads\/2018\/12\/shutterstock_750259966-Converted-04.png?speedsize=w_768 768w\" sizes=\"auto, (max-width: 864px) 100vw, 864px\" \/><\/p>\n<p>IDC\u306e\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u4e16\u754c\u4e2d\u306e\u30c7\u30fc\u30bf\u3068\u30d0\u30a4\u30ca\u30ea\u306f2020\u5e74\u307e\u3067\u306b\u5b87\u5b99\u306b\u3042\u308b\u661f\u306e\u6570\u3068\u540c\u3058\u304f\u3089\u3044\u306b\u306a\u308a\u307e\u3059\u3002\u5408\u8a0844\u30bc\u30bf\u30d0\u30a4\u30c8\uff0844\u5146\u30ae\u30ac\u30d0\u30a4\u30c8\uff09\u306b\u306a\u308a\u30012\u5e74\u3054\u3068\u306b\u500d\u5897\u3057\u3066\u3044\u304f\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/jfrog.com\/ja\/blog\/how-devops-empowers-maslows-hierarchy-of-needs-2-0-3\/\" target=\"_blank\" rel=\"noopener noreferrer\">DevOps\u304c\u4eca\u5f8c\u306e\u4e3b\u5f79\u306b\u306a\u3063\u3066\u3044\u304f<\/a>\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002Forrester Research\u306e<a href=\"https:\/\/go.forrester.com\/blogs\/2018-the-year-of-enterprise-devops\/\">\u8abf\u67fb<\/a>\u306b\u3088\u308b\u3068\u30012017\u5e74\u672b\u307e\u3067\u306b\u8abf\u67fb\u5bfe\u8c61\u306e90\uff05\u304cDevOps\u3092\u65e2\u306b\u5b9f\u88c5\u3057\u3066\u3044\u308b\u304b\u3001\u5b9f\u88c5\u3059\u308b\u4e88\u5b9a\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679cCI\/CD\u306e\u81ea\u52d5\u5316\u3068\u518d\u73fe\u6027\u304c\u5411\u4e0a\u3057\u305f\u305f\u3081\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d3\u30eb\u30c9\u3068\u30de\u30fc\u30b1\u30c3\u30c8\u3078\u306e\u30c7\u30d7\u30ed\u30a4\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"https:\/\/jfrog.com\/blog\/two-models-for-devops-rockets-and-airplanes\/\">DevOps\u306f\u3001\u3059\u3067\u306b\u975e\u5e38\u306b\u901f\u3044\u30da\u30fc\u30b9\u3067\u751f\u7523\u3055\u308c\u3066\u3044\u308b\u30d0\u30a4\u30ca\u30ea\u3068\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u52a0\u901f\u3055\u305b\u3066\u304d\u307e\u3057\u305f<\/a>\u3002\u30b9\u30de\u30fc\u30c8\u96fb\u6c17\u81ea\u52d5\u8eca\u3084\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u306e\u65b0\u3057\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001DevOps\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30fb\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306b\u304a\u3051\u308b\u4e2d\u5fc3\u7684\u306a\u624b\u6cd5\u3068\u306a\u308a\u307e\u3059\u3002Bain Capital\u306b\u3088\u308b\u3068\u3001IoT\u306e\u5e02\u5834\u3060\u3051\u3067\u30822021\u5e74\u307e\u3067\u306b\u306f2017\u5e74\u306e2\u500d\u4ee5\u4e0a\u3067\u3042\u308b<a href=\"https:\/\/www.forbes.com\/sites\/louiscolumbus\/2018\/08\/16\/iot-market-predicted-to-double-by-2021-reaching-520b\/#616eb14b1f94\" target=\"_blank\" rel=\"noopener noreferrer\">520\u5104\u30c9\u30eb\u306b\u6210\u9577\u3059\u308b<\/a>\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u6280\u8853\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u8ffd\u3063\u3066\u3044\u304f\u3068\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u4f01\u696d\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u308f\u308c\u307e\u3059\u3002\u305d\u308c\u306b\u306f\u300c\u81ea\u52d5\u5316\u3055\u308c\u305fCI\/CD\u3053\u305d\u3001\u672c\u5f53\u306e\u610f\u5473\u3067\u306e\u7d99\u7d9a\u7684\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u3042\u308b\u300d\u3068\u5b9a\u7fa9\u3059\u308b<a href=\"https:\/\/liquidsoftware.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Liquid Software\u65b9\u5f0f<\/a>\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u672a\u6765\u306eDevOps\u306f\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u308c\u304b\u3089\u304a\u4f1d\u3048\u3059\u308b\u30c8\u30ec\u30f3\u30c9\u306f\u3001\u3059\u3067\u306b\u5b9f\u73fe\u3057\u3066\u3044\u308b\u6700\u65b0\u6280\u8853\u3067\u3059\u3002<\/p>\n<h1>\u30c8\u30ec\u30f3\u30c9\u305d\u306e1\uff1aDevOps AI<\/h1>\n<p>DevOps\u306e\u81ea\u52d5\u5316\u306b\u3088\u308a\u3001\u3088\u308a\u983b\u7e41\u306b\u591a\u304f\u306e\u30d3\u30eb\u30c9\u304c\u60c5\u5831\u3068\u4e00\u7dd2\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u305d\u3046\u306a\u308b\u3068AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u306f\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u308b\u307b\u3069\u3001AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u3067\u30d1\u30bf\u30fc\u30f3\u306e\u691c\u51fa\u3084\u4e88\u6e2c\u3059\u308b\u7cbe\u5ea6\u304c\u9ad8\u304f\u306a\u308a\u3001CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5186\u6ed1\u306b\u7a3c\u50cd\u3055\u305b\u7d9a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>AI\u306f\u3001\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3084\u30ea\u30dd\u30b8\u30c8\u30ea\u30ed\u30b0\u3092\u5206\u6790\u3057\u3066\u30b3\u30fc\u30c9\u304c\u3069\u306e\u3088\u3046\u306b\u52d5\u4f5c\u3059\u308b\u304b\u4e88\u6e2c\u3067\u304d\u308b\u305f\u3081\u3001\u8fd1\u3044\u5c06\u6765\u306b\u624b\u52d5\u30c6\u30b9\u30c8\u304c\u4e0d\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u60c5\u5831\u304c\u84c4\u7a4d\u3055\u308c\u308b\u306b\u3064\u308c\u3066\u3001AI\u306f\u81ea\u52d5\u5316\u3055\u308c\u305f\u6a5f\u80fd\u30c6\u30b9\u30c8\u3001\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8\u3084\u30c7\u30d7\u30ed\u30a4\u30c6\u30b9\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30ea\u30ea\u30fc\u30b9\u3092\u8fc5\u901f\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30d5\u30e9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u3092\u5909\u66f4\u3059\u308b\u3060\u3051\u3067\u904b\u7528\u7ba1\u7406\u8005\u304c\u30b5\u30fc\u30d0\u74b0\u5883\u3068\u30af\u30e9\u30b9\u30bf\u3092\u67d4\u8edf\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u4eba\u9593\u304c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002Al\u306f\u5927\u91cf\u306e\u30ed\u30b0\u30ec\u30dd\u30fc\u30c8\u3092\u5206\u6790\u3057\u3066\u63a8\u6e2c\u3057\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u305d\u306e\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6700\u3082\u91cd\u8981\u306a\u3053\u3068\u306f\u3001AI\u306f\u5927\u91cf\u306e\u30ed\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u304b\u3089\u3001DevOps\u30d7\u30ed\u30bb\u30b9\u305d\u306e\u3082\u306e\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002AI\u306fCI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u7d99\u7d9a\u7684\u306a\u6539\u5584\u306b\u8ca2\u732e\u3057\u3001\u30d3\u30eb\u30c9\u3092\u4e2d\u65ad\u3059\u308b\u30df\u30b9\u3092\u907f\u3051\u3001\u3055\u3089\u306b\u969c\u5bb3\u4e88\u6e2c\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002AI\u306f\u3044\u3064\u306e\u65e5\u304bAI\u305d\u306e\u3082\u306e\u3092\u6539\u826f\u3059\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h1>\u30c8\u30ec\u30f3\u30c9\u305d\u306e2\uff1a5G\u304cIoT\u306b\u53ca\u307c\u3059\u5f71\u97ff<\/h1>\n<p>2020\u5e74\u306b\u767a\u58f2\u4e88\u5b9a\u306e5G\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u5229\u7528\u3057\u305f\u3001\u9ad8\u901f\u3067\u5927\u898f\u6a21\u306b\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30d0\u30a4\u30b9\u306b\u5bfe\u3059\u308b\u6700\u5927\u306e\u969c\u5bb3\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u843d\u3061\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3057\u3087\u3046\u3002Huawei Technologies\u306f\u6700\u8fd1\u306e\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u3067\u300110GB\/\u79d2\u306e\u901f\u5ea6\u3092\u6301\u30645G\u4e16\u4ee3\u3067\u306f\u3001\u5c11\u306a\u304f\u3068\u30821000\u5104\u306e\u30c7\u30d0\u30a4\u30b9\u3068\u306e\u63a5\u7d9a\u30681000\u500d\u306e\u5bb9\u91cf\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3068\u4e88\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u63a5\u7d9a\u3057\u3066\u3044\u308b\u304b\u610f\u8b58\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001IoT\u3092\u4f7f\u7528\u3057\u305f\u30b3\u30cd\u30af\u30c6\u30c3\u30c9\u30ab\u30fc\u3084\u4f4f\u5b85\u3001\u90fd\u5e02\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u6210\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u306b\u3001\u3088\u308a\u8907\u96d1\u306a\u64cd\u4f5c\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5927\u304d\u306a\u30d0\u30a4\u30ca\u30ea\u3092\u914d\u4fe1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u901f\u5ea6\u304c\u4e0a\u304c\u308b\u3068\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30d0\u30a4\u30b9\u304c\u30aa\u30f3\u30e9\u30a4\u30f3\u306b\u306a\u3063\u3066\u3044\u304f\u305f\u3081\u3001\u66f4\u65b0\u983b\u5ea6\u3082\u9ad8\u307e\u308a\u3001IoT\u304c\u6210\u529f\u3059\u308bLiquid Software\u306e\u7406\u60f3\u306b\u8fd1\u3065\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h1>\u30c8\u30ec\u30f3\u30c9\u305d\u306e3\uff1a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e0d\u8981\u306aDevOps<\/h1>\n<p>DevOps\u306e\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066CI\/CD\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u5408\u7406\u5316\u3055\u308c\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u5b9f\u969b\u306b\u306f\u958b\u767a\u8005\u304c\u30b8\u30e7\u30d6\u306e\u30b9\u30da\u30c3\u30af\u3084YAML\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3092\u624b\u4f5c\u696d\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5927\u90e8\u5206\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>DevOps\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u30b9\u30d4\u30fc\u30c9\u304c\u91cd\u8981\u8996\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u305f\u3081\u3001DevOps\u306b\u306f\u4eca\u5f8c\u30de\u30a6\u30b9\u3060\u3051\u3067\u64cd\u4f5c\u304c\u5b8c\u7d50\u3059\u308b\u3088\u3046\u306a\u4f7f\u3044\u3084\u3059\u3044UI\u3067\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e0d\u8981\u306e\u30c4\u30fc\u30eb\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u30a2\u30d7\u30ea\u3068\u30c7\u30d0\u30a4\u30b9\u3092\u7c21\u5358\u306b\u63a5\u7d9a\u3067\u304d\u308bIFTT\uff08If-This-Then-That\uff09\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u4e00\u822c\u7684\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u3001\u30ce\u30fc\u30c9\u30b0\u30e9\u30d5\u306e\u3088\u3046\u306a\u76f4\u611f\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u304d\u308bUI\u304c\u5fc5\u8981\u306b\u306a\u3063\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e0d\u8981\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4eca\u307e\u3067\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u591a\u3044\u6280\u8853\u8005\u304c\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084\u30dd\u30ea\u30b7\u30fc\u3001Helm chart\u306e\u4f5c\u6210\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u3001DevOps\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u3092\u5727\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n<h1>\u30c8\u30ec\u30f3\u30c9\u305d\u306e4\uff1aDataOps<\/h1>\n<p>\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u666e\u53ca\u3057\u5206\u6790\u304c\u8ab0\u3067\u3082\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u30c7\u30fc\u30bf\u96c6\u7d04\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u6642\u306b\u30a2\u30b8\u30e3\u30a4\u30eb\u65b9\u5f0f\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304b\u3089\u53d7\u3051\u53d6\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001\u78ba\u5b9f\u306b\u7ba1\u7406\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u65b0\u3057\u304f\u767b\u5834\u3057\u305fDataOps\u3067\u306f\u3001DevOps\u3067\u91cd\u8981\u306a\u81ea\u52d5\u5316\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3001\u5206\u6563\u3059\u308b\u30c1\u30fc\u30e0\u3067CI\/CD\u3092\u9ad8\u983b\u5ea6\u3067\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002DevOps\u304c\u958b\u767a\u8005\u3084QA\u3092\u652f\u63f4\u3057\u3001\u5186\u6ed1\u30fb\u5b89\u5168\u306b\u5171\u540c\u4f5c\u696d\u3059\u308b\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3068\u540c\u69d8\u306b\u3001DataOps\u306b\u3082\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u652f\u63f4\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5171\u540c\u4f5c\u696d\u306b\u5bfe\u3057\u3066\u540c\u3058\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>DataOps\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u306b\u306f\u3001\u4f7f\u7528\u3059\u308b\u591a\u304f\u306e\u30b3\u30a2\u306a\u30c4\u30fc\u30eb\u304c\u540c\u3058\u3067\u3082\u30a4\u30f3\u30d5\u30e9\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5909\u66f4\u304c\u5fc5\u8981\u3067\u3059\u3002R\u306a\u3069\u7d71\u8a08\u51e6\u7406\u3092\u5f97\u610f\u3068\u3059\u308b\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092DataOps\u306b\u63a1\u7528\u3057\u3001\u53b3\u5bc6\u306a\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u30dd\u30ea\u30b7\u30fc\u3092\u30d7\u30ed\u30bb\u30b9\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u304c\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u52b9\u529b\u3092\u767a\u63ee\u3059\u308b\u306b\u3064\u308c\u3001DaaS\uff08Data as a Service\uff09\u3092\u542b\u3080\u30c7\u30fc\u30bf\u5e02\u5834\u306e\u62e1\u5927\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0a\u30014\u3064\u306e\u30c8\u30ec\u30f3\u30c9\u4e88\u6e2c\u3059\u3079\u3066\u304c\u3001DevOps\u304c\u3082\u3063\u3068\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306b\u306a\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>JFrog\u306eLiquid Software\u3068\u3044\u3046\u30d3\u30b8\u30e7\u30f3\u3068\u696d\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b<a href=\"\/ja\/?page_id=122574\" target=\"_blank\" rel=\"noopener 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