{"id":8023,"date":"2026-05-12T15:11:45","date_gmt":"2026-05-12T06:11:45","guid":{"rendered":"https:\/\/remogu.jp\/c\/?p=8023"},"modified":"2026-05-13T09:08:47","modified_gmt":"2026-05-13T00:08:47","slug":"nosql%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e3%83%95%e3%83%aa%e3%83%bc%e3%83%a9%e3%83%b3%e3%82%b9%e3%81%a7%e7%a8%bc%e3%81%90%e3%81%ab%e3%81%af%ef%bc%9f%e5%a0%b1%e9%85%ac%e7%9b%b8","status":"publish","type":"post","link":"https:\/\/remogu.jp\/c\/nosql%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e3%83%95%e3%83%aa%e3%83%bc%e3%83%a9%e3%83%b3%e3%82%b9%e3%81%a7%e7%a8%bc%e3%81%90%e3%81%ab%e3%81%af%ef%bc%9f%e5%a0%b1%e9%85%ac%e7%9b%b8\/","title":{"rendered":"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3067\u7a3c\u3050\u306b\u306f\uff1f\u5831\u916c\u76f8\u5834\u30fb\u6848\u4ef6\u50be\u5411\u30fb\u30b9\u30ad\u30eb\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u89e3\u8aac"},"content":{"rendered":"<!-- \u25bc \u8a18\u4e8b\u672c\u6587\u3053\u3053\u304b\u3089 \u25bc -->\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<!-- ===== \u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf ===== -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\" style=\"max-width: 740px;\">\n<img src=\"\/c\/wp-content\/uploads\/2026\/05\/img2-1.jpg\" alt=\"NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411\u2014\u2014\u521d\u5fc3\u8005\u304b\u3089\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u307e\u3067\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u30102026\u5e74\u7248\u3011\" fetchpriority=\"high\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n<!-- ===== \u30ea\u30fc\u30c9\u6587 ===== -->\n\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6559\u79d1\u66f8\u306b\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u7d50\u5408\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u66f8\u3044\u3066\u3042\u3063\u305f\u3002\u305d\u308c\u304c\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f7f\u3044\u65b9\u3060\u3068\u3001\u9577\u3044\u9593\u601d\u308f\u308c\u3066\u304d\u305f\u3002<br>\u3067\u3082\u3001Amazon\u306e\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30ab\u30fc\u30c8\u3082\u3001Netflix\u306e\u30ec\u30b3\u30e1\u30f3\u30c9\u3082\u3001LINE\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u57fa\u76e4\u3082\u3001NoSQL\u3067\u52d5\u3044\u3066\u3044\u308b\u3002RDB\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3002\u8a2d\u8a08\u601d\u60f3\u304c\u9055\u3046\u3060\u3051\u3060\u3002<br>\u300cSQL\u3060\u3051\u77e5\u3063\u3066\u3044\u308c\u3070\u5341\u5206\u300d\u304b\u3089\u300cNoSQL\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3078<br>\u2014\u2014\u305d\u306e\u4e00\u6b69\u304c\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3068\u3057\u3066\u306e\u5e02\u5834\u4fa1\u5024\u3092\u5927\u304d\u304f\u5909\u3048\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u3068 ===== -->\n\n<div style=\"background:linear-gradient(135deg,#fdf8ee 0%,#fffdf5 100%); border:2px solid #f9be00; border-radius:12px; padding:1.5em 2em 1.75em; margin:2em 0;\">\n  <p style=\"font-size:16px; font-weight:700; color:#00273F; margin:0 0 1em 0; padding-bottom:0.6em; border-bottom:2px solid #f9be00; letter-spacing:0.05em;\">\ud83d\udccb \u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u3068<\/p>\n  <ul style=\"margin:0; padding:0; list-style:none !important;\">\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:18px; flex-shrink:0; line-height:1.5;\">\u2713<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">NoSQL\u306e4\u7a2e\u985e\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u30fbKVS\u30fb\u30ab\u30e9\u30e0\u30d5\u30a1\u30df\u30ea\u30fc\u578b\u30fb\u30b0\u30e9\u30d5\u578b\uff09\u3068\u4ee3\u8868DB\u306e\u7279\u5fb4<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:18px; flex-shrink:0; line-height:1.5;\">\u2713<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u6708\u984d\u5831\u916c\u76f8\u5834\u3068\u7d4c\u9a13\u5e74\u6570\u5225\u306e\u76ee\u5b89\uff08Remogu\u6848\u4ef6\u30c7\u30fc\u30bf\u3088\u308a\uff09<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:18px; flex-shrink:0; line-height:1.5;\">\u2713<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">\u521d\u5fc3\u8005\u301c\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u307e\u3067\u306e\u5177\u4f53\u7684\u306a\u30b9\u30ad\u30eb\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:18px; flex-shrink:0; line-height:1.5;\">\u2713<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u30fb\u56fd\u5185\u4f01\u696d\u306b\u304a\u3051\u308bNoSQL\u63a1\u7528\u306e\u5b9f\u4f8b<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:18px; flex-shrink:0; line-height:1.5;\">\u2713<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6848\u4ef6\u3068\u306e\u76f8\u6027\u30682026\u5e74\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u60c5\u5831<\/span>\n    <\/li>\n  <\/ul>\n<\/div>\n\n\n<!-- ===== \u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8 ===== -->\n\n<div style=\"background:#e8f4f8; border-left:4px solid #004b67; border-radius:0 12px 12px 0; padding:1.5em 2em 1.75em; margin:2em 0;\">\n  <p style=\"font-size:16px; font-weight:700; color:#004b67; margin:0 0 1em 0; padding-bottom:0.6em; border-bottom:2px solid #004b67; letter-spacing:0.05em;\">\ud83d\udca1 \u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n  <ul style=\"margin:0; padding:0; list-style:none !important;\">\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px solid #c8dfe8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#004b67; font-weight:900; font-size:16px; flex-shrink:0; line-height:1.5;\">\u25b6<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">NoSQL\u306fRDB\u306e\u300c\u5bfe\u6297\u6280\u8853\u300d\u3067\u306f\u306a\u304f\u300c\u7528\u9014\u7279\u5316\u578b\u6280\u8853\u300d\u3067\u3059\u3002\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u3067\u306f\u306a\u304f\u3001\u3044\u3064\u3069\u3061\u3089\u3092\u4f7f\u3046\u304b\u3092\u5224\u65ad\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; border-bottom:1px solid #c8dfe8; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#004b67; font-weight:900; font-size:16px; flex-shrink:0; line-height:1.5;\">\u25b6<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">MongoDB\u30fbRedis\u30fbDynamoDB\u306e\u6848\u4ef6\u306f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u7387\u304c\u9ad8\u304f\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u958b\u767a\u304c\u4e2d\u5fc3\u306e\u305f\u3081\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30ea\u30e2\u30fc\u30c8\u5c31\u696d\u3068\u89aa\u548c\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.55em 0; display:flex; align-items:flex-start; gap:10px;\">\n      <span style=\"color:#004b67; font-weight:900; font-size:16px; flex-shrink:0; line-height:1.5;\">\u25b6<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.75;\">NoSQL\u306e\u30b9\u30ad\u30eb\u306f\u3001\u30b9\u30ad\u30eb\u5358\u4f53\u3088\u308a\u3082RDB\u3084\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u5831\u916c\u5358\u4fa1\u304c\u5927\u304d\u304f\u4e0a\u304c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/span>\n    <\/li>\n  <\/ul>\n<\/div>\n\n\n<!-- ===== CTA\u30dc\u30bf\u30f3 ===== -->\n\n<div style=\"text-align:center; margin:2.5em 0;\">\n  <a href=\"https:\/\/remogu.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"display:inline-block; background:linear-gradient(160deg,#fcd34d 0%,#f9be00 100%); color:#00273F; font-size:18px; font-weight:700; padding:1em 3em; border-radius:50px; text-decoration:none; letter-spacing:0.05em; box-shadow:0 4px 20px rgba(249,190,0,0.4);\">\u25bc \u7121\u6599\u3067Remogu\u306b\u767b\u9332\u3059\u308b<\/a>\n  <p style=\"font-size:13px; color:#888; margin:0.75em 0 0 0; letter-spacing:0;\">\u4f1a\u54e1\u767b\u9332\u7121\u6599 \uff0f \u6848\u4ef6\u95b2\u89a7\u30fb\u76f8\u8ac7\u306f\u7121\u6599<\/p>\n<\/div>\n\n\n<!-- ===== CTA\u753b\u50cf\uff08\u76ee\u6b21\u306e\u4e0a\uff09 ===== -->\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-large is-resized\" style=\"width:500px\">\n<a href=\"https:\/\/remogu.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\">\n<img src=\"https:\/\/remogu.jp\/c\/wp-content\/uploads\/2026\/03\/cta-img.png\" alt=\"Remogu\u306b\u7121\u6599\u767b\u9332\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6848\u4ef6\u3092\u63a2\u3059\" class=\"wp-image-cta\" loading=\"lazy\" decoding=\"async\"\/>\n<\/a>\n<\/figure>\n<\/div>\n\n<!-- ===== \u76ee\u6b21\u30dc\u30c3\u30af\u30b9 ===== -->\n\n<div style=\"background-color:#fdf8ee; border:1px solid #e8dfc8; border-radius:8px; padding:1.5em 2em 1.75em; margin:2em 0;\">\n  <p style=\"font-size:16px; font-weight:700; color:#00273F; margin:0 0 1em 0; padding-bottom:0.6em; border-bottom:2px solid #f9be00; letter-spacing:0.05em;\">\u3010\u76ee\u6b21\u3011<\/p>\n  <ul style=\"margin:0; padding:0; list-style:none !important;\">\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-1-nosql\u3068\u306f\u4f55\u304b\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">1. NoSQL\uff08\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30ebDB\uff09\u3068\u306f\u4f55\u304b\u2014\u2014\u516c\u5f0f\u60c5\u5831\u3068\u8a2d\u8a08\u601d\u60f3<\/a>\n      <ul style=\"margin:0.4em 0 0 0; padding:0 0 0 1.1em; list-style:none !important;\">\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-1-rdb\u3078\u306e\u554f\u3044\u304b\u3089\u751f\u307e\u308c\u305f\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">1-1. RDB\u3078\u306e\u554f\u3044\u304b\u3089\u751f\u307e\u308c\u305f\u300c\u3082\u3046\u3072\u3068\u3064\u306e\u8a2d\u8a08\u601d\u60f3\u300d<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-2-\u4ee3\u8868\u7684nosql\u306e\u8a95\u751f\u3068\u8a2d\u8a08\u8005\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">1-2. \u4ee3\u8868\u7684NoSQL\u306e\u8a95\u751f\u3068\u8a2d\u8a08\u8005<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-3-nosql\u306e\u4e3b\u306a\u7a2e\u5225\u3068\u7279\u5fb4\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">1-3. NoSQL\u306e\u4e3b\u306a\u7a2e\u5225\u3068\u7279\u5fb4<\/a><\/li>\n      <\/ul>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-2-nosql\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">2. NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411<\/a>\n      <ul style=\"margin:0.4em 0 0 0; padding:0 0 0 1.1em; list-style:none !important;\">\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-4-\u6708\u984d\u5358\u4fa1\u306e\u76f8\u5834\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">2-1. \u6708\u984d\u5358\u4fa1\u306e\u76f8\u5834\uff08\u5168\u4f53\uff09<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-5-\u7d4c\u9a13\u5e74\u6570\u5225\u306e\u5358\u4fa1\u76ee\u5b89\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">2-2. \u7d4c\u9a13\u5e74\u6570\u5225\u306e\u5358\u4fa1\u76ee\u5b89<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-6-\u9ad8\u5358\u4fa1\u6848\u4ef6\u306e\u7279\u5fb4\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">2-3. \u9ad8\u5358\u4fa1\u6848\u4ef6\u306e\u7279\u5fb4<\/a><\/li>\n      <\/ul>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-3-\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">3. \u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u2014\u2014\u521d\u5fc3\u8005\u304b\u3089\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u307e\u3067<\/a>\n      <ul style=\"margin:0.4em 0 0 0; padding:0 0 0 1.1em; list-style:none !important;\">\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-7-\u521d\u7d1a\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">3-1. \u521d\u7d1a\uff08\u7d4c\u9a131\u5e74\u672a\u6e80\uff09\uff1a\u57fa\u790e\u56fa\u3081<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-8-\u4e2d\u7d1a\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">3-2. \u4e2d\u7d1a\uff08\u7d4c\u9a131\u301c3\u5e74\uff09\uff1a\u5b9f\u8df5\u529b\u5411\u4e0a<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-9-\u4e0a\u7d1a\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">3-3. \u4e0a\u7d1a\uff08\u7d4c\u9a133\u301c5\u5e74\uff09\uff1a\u5c02\u9580\u6027\u306e\u78ba\u7acb<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-10-\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">3-4. \u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\uff08\u7d4c\u9a135\u5e74\u4ee5\u4e0a\uff09\uff1a\u5e02\u5834\u4fa1\u5024\u306e\u6700\u5927\u5316<\/a><\/li>\n      <\/ul>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-4-nosql\u304c\u652f\u3048\u308b\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3068\u56fd\u5185\u4e8b\u4f8b\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">4. NoSQL\u304c\u652f\u3048\u308b\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3068\u56fd\u5185\u4e8b\u4f8b<\/a>\n      <ul style=\"margin:0.4em 0 0 0; padding:0 0 0 1.1em; list-style:none !important;\">\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-11-\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5c0e\u5165\u4e8b\u4f8b\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">4-1. \u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5c0e\u5165\u4e8b\u4f8b<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-12-\u65e5\u672c\u56fd\u5185\u306e\u5c0e\u5165\u4e8b\u4f8b\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">4-2. \u65e5\u672c\u56fd\u5185\u306e\u5c0e\u5165\u4e8b\u4f8b<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-13-\u306a\u305cnosql\u304c\u9078\u3070\u308c\u308b\u306e\u304b\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">4-3. \u306a\u305cNoSQL\u304c\u9078\u3070\u308c\u308b\u306e\u304b<\/a><\/li>\n      <\/ul>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-5-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068nosql\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u76f8\u6027\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">5. \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u76f8\u6027<\/a>\n      <ul style=\"margin:0.4em 0 0 0; padding:0 0 0 1.1em; list-style:none !important;\">\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-14-\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6nosql\u304c\u751f\u3080\u30ea\u30e2\u30fc\u30c8\u89aa\u548c\u6027\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">5-1. \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6NoSQL\u304c\u751f\u3080\u30ea\u30e2\u30fc\u30c8\u89aa\u548c\u6027<\/a><\/li>\n        <li style=\"margin-bottom:0.35em; list-style:none !important;\"><a href=\"#aioseo-h3-15-\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fnosql\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b9f\u614b\" style=\"color:#004b67; text-decoration:none; font-size:14px;\">5-2. \u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b9f\u614b<\/a><\/li>\n      <\/ul>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-6-2026\u5e74\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044nosql\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a4\u30d9\u30f3\u30c8\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">6. 2026\u5e74\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044NoSQL\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a4\u30d9\u30f3\u30c8<\/a>\n    <\/li>\n    <li style=\"margin-bottom:0.6em; list-style:none !important;\">\n      <a href=\"#aioseo-7-\u307e\u3068\u3081\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">7. \u307e\u3068\u3081<\/a>\n    <\/li>\n    <li style=\"list-style:none !important;\">\n      <a href=\"#aioseo-8-\u3088\u304f\u3042\u308b\u8cea\u554ffaq\" style=\"color:#004b67; text-decoration:none; font-size:15px; font-weight:600;\">8. \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/a>\n    <\/li>\n  <\/ul>\n<\/div>\n\n\n<!-- ===================================================== -->\n<!-- Section 1 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-1-nosql\u3068\u306f\u4f55\u304b\">1. NoSQL\uff08\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30ebDB\uff09\u3068\u306f\u4f55\u304b\u2014\u2014\u516c\u5f0f\u60c5\u5831\u3068\u8a2d\u8a08\u601d\u60f3<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\" style=\"max-width: 740px\">\n<img src=\"\/c\/wp-content\/uploads\/2026\/04\/img-5-1.jpg\" alt=\"NoSQL\u306e\u8a2d\u8a08\u601d\u60f3\u30684\u3064\u306e\u7a2e\u5225\u3092\u89e3\u8aac\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n\n<p>NoSQL\u3068\u306f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDB\uff09\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7dcf\u79f0\u3067\u3059\u3002\u300cNot Only SQL\u300d\u306e\u7565\u3068\u3082\u89e3\u91c8\u3055\u308c\u3001SQL\u3092\u5b8c\u5168\u306b\u5426\u5b9a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001SQL\u304c\u82e6\u624b\u3068\u3059\u308b\u7528\u9014\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u751f\u307e\u308c\u305f\u6280\u8853\u7fa4\u3092\u6307\u3057\u307e\u3059\u3002\u30ad\u30fc\u3068\u5024\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u9020\u304b\u3089\u3001JSON\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30b0\u30e9\u30d5\u69cb\u9020\u307e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u5408\u308f\u305b\u305f\u8a2d\u8a08\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-1-rdb\u3078\u306e\u554f\u3044\u304b\u3089\u751f\u307e\u308c\u305f\">1-1. RDB\u3078\u306e\u554f\u3044\u304b\u3089\u751f\u307e\u308c\u305f\u300c\u3082\u3046\u3072\u3068\u3064\u306e\u8a2d\u8a08\u601d\u60f3\u300d<\/h3>\n\n\n\n<p>RDB\u306f1970\u5e74\u306bEdgar F. Codd\u304c\u63d0\u5531\u3057\u305f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\uff08\u539f\u5b50\u6027\u30fb\u4e00\u8cab\u6027\u30fb\u72ec\u7acb\u6027\u30fb\u6c38\u7d9a\u6027\uff09\u306b\u3088\u308b\u9ad8\u3044\u4fe1\u983c\u6027\u3092\u6301\u3061\u307e\u3059\u3002\u91d1\u878d\u30b7\u30b9\u30c6\u30e0\u3084\u696d\u52d9\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u4eca\u3082\u6700\u6709\u529b\u306e\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u30012000\u5e74\u4ee3\u4e2d\u76e4\u4ee5\u964d\u3001Web\u30b5\u30fc\u30d3\u30b9\u3084SNS\u306e\u30e6\u30fc\u30b6\u30fc\u6570\u304c\u6025\u5897\u3059\u308b\u306a\u304b\u3067\u3001RDB\u306e\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\uff08\u3088\u308a\u9ad8\u6027\u80fd\u306a\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u4e57\u308a\u63db\u3048\uff09\u306b\u3088\u308b\u30b3\u30b9\u30c8\u5897\u3068\u9650\u754c\u304c\u8ab2\u984c\u306b\u306a\u308a\u307e\u3057\u305f\u3002Google\u304c2006\u5e74\u306b\u767a\u8868\u3057\u305f\u300cBigtable\u300d\u3001Amazon\u304c2007\u5e74\u306b\u767a\u8868\u3057\u305f\u300cDynamo\u300d\u306f\u3001\u4e00\u8cab\u6027\u3088\u308a\u3082\u53ef\u7528\u6027\u3068\u5206\u6563\u6027\u3092\u512a\u5148\u3057\u305f\u8a2d\u8a08\uff08BASE\u30e2\u30c7\u30eb\uff1a\u57fa\u672c\u7684\u53ef\u7528\u6027\u30fb\u8edf\u72b6\u614b\u30fb\u7d50\u679c\u6574\u5408\u6027\uff09\u3092\u63a1\u7528\u3057\u3001\u30a6\u30a7\u30d6\u30b9\u30b1\u30fc\u30eb\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3057\u305f<sup>1,2<\/sup>\u3002\u3053\u306e\u6d41\u308c\u3092\u53d7\u3051\u30012009\u5e74\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u306eJohan Oskarsson\u6c0f\u304c\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u3067\u5206\u6563\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u95a2\u3059\u308b\u30df\u30fc\u30c8\u30a2\u30c3\u30d7\u3092\u544a\u77e5\u3059\u308b\u969b\u306b\u7528\u3044\u305f\u300c#NoSQL\u300d\u3068\u3044\u3046\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u304c\u3001\u6280\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u6025\u901f\u306b\u5e83\u307e\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>RDB\u304c\u3059\u3079\u3066\u306e\u7528\u9014\u306b\u300c\u6b63\u3057\u3044\u300d\u306e\u3067\u306f\u306a\u304b\u3063\u305f\u3002\u8a2d\u8a08\u306e\u554f\u3044\u304c\u5909\u308f\u308c\u3070\u3001\u7b54\u3048\u3082\u5909\u308f\u308b\u3002NoSQL\u304c\u751f\u307e\u308c\u305f\u80cc\u666f\u306b\u306f\u3001\u305d\u3046\u3044\u3046\u30b7\u30f3\u30d7\u30eb\u306a\u4e8b\u5b9f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-2-\u4ee3\u8868\u7684nosql\u306e\u8a95\u751f\u3068\u8a2d\u8a08\u8005\">1-2. \u4ee3\u8868\u7684NoSQL\u306e\u8a95\u751f\u3068\u8a2d\u8a08\u8005<\/h3>\n\n\n\n<p>\u73fe\u5728\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u3067\u6700\u3082\u591a\u304f\u767b\u5834\u3059\u308bNoSQL\u88fd\u54c1\u306e\u516c\u5f0f\u60c5\u5831\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88681\u3011\u4e3b\u8981NoSQL\u88fd\u54c1\u306e\u6982\u8981\u3068\u516c\u5f0f\u60c5\u5831<\/caption>\n<colgroup>\n  <col style=\"width:12%\">\n  <col style=\"width:14%\">\n  <col style=\"width:8%\">\n  <col style=\"width:48%\">\n  <col style=\"width:18%\">\n<\/colgroup>\n<thead><tr><th>\u88fd\u54c1\u540d<\/th><th>\u7a2e\u5225<\/th><th>\u8a95\u751f\u5e74<\/th><th>\u4e3b\u306a\u958b\u767a\u5143\u30fb\u7d4c\u7def<\/th><th>\u516c\u5f0f\u30b5\u30a4\u30c8<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>MongoDB<\/strong><\/td><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b<\/td><td>2009\u5e74<\/td><td>MongoDB, Inc.\uff08\u65e710gen\uff09\u304c\u8a2d\u7acb\u3002JSON\u30e9\u30a4\u30af\u306aBSON\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u63a1\u7528\u3002DB-Engines\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u6700\u3082\u5229\u7528\u3055\u308c\u308bNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u7d99\u7d9a\u7684\u306b\u4e0a\u4f4d\u3092\u7dad\u6301<sup>3<\/sup><\/td><td>mongodb.com<\/td><\/tr>\n<tr><td><strong>Redis<\/strong><\/td><td>KVS\uff08\u30a4\u30f3\u30e1\u30e2\u30ea\u578b\uff09<\/td><td>2009\u5e74<\/td><td>Salvatore Sanfilippo\u6c0f\u304c\u30a4\u30bf\u30ea\u30a2\u3067\u958b\u767a\u3057\u30012015\u5e74\u306bRedis Labs\u304c\u8a2d\u7acb\u3002\u30a4\u30f3\u30e1\u30e2\u30ea\u51e6\u7406\u306b\u3088\u308a\u8d85\u9ad8\u901f\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u30fb\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u3068\u3057\u3066\u5e83\u304f\u5229\u7528\u3055\u308c\u308b<\/td><td>redis.io<\/td><\/tr>\n<tr><td><strong>Apache Cassandra<\/strong><\/td><td>\u30ab\u30e9\u30e0\u30d5\u30a1\u30df\u30ea\u30fc\u578b<\/td><td>2008\u5e74<\/td><td>Facebook\u793e\u5185\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u958b\u767a\u3057\u30012008\u5e74\u306bOSS\u5316\u3002Apache Software Foundation\u304c\u7ba1\u7406\u3002\u5927\u91cf\u306e\u66f8\u304d\u8fbc\u307f\u3068\u9ad8\u53ef\u7528\u6027\u8a2d\u8a08\u306b\u512a\u308c\u3001\u30de\u30b9\u30bf\u30fc\u30ce\u30fc\u30c9\u3092\u6301\u305f\u306a\u3044\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u7279\u5fb4<\/td><td>cassandra.apache.org<\/td><\/tr>\n<tr><td><strong>Amazon DynamoDB<\/strong><\/td><td>KVS\uff0b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b<\/td><td>2012\u5e74<\/td><td>Amazon\u793e\u5185\u306eDynamo\u8ad6\u6587\u3092\u3082\u3068\u306bAWS \u304c\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u63d0\u4f9b\u3002\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u304c\u4e0d\u8981\u3067\u3001AWS\u74b0\u5883\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u69cb\u6210\u306b\u3082\u5bfe\u5fdc\u3059\u308b<\/td><td>aws.amazon.com\/jp\/dynamodb\/<\/td><\/tr>\n<tr><td><strong>Neo4j<\/strong><\/td><td>\u30b0\u30e9\u30d5\u578b<\/td><td>2007\u5e74<\/td><td>Neo4j, Inc.\u304c\u958b\u767a\u3002\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3067\u95a2\u4fc2\u6027\u3092\u8868\u73fe\u3059\u308b\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3002\u30ec\u30b3\u30e1\u30f3\u30c9\u30a8\u30f3\u30b8\u30f3\u30fb\u4e0d\u6b63\u691c\u77e5\u30fb\u77e5\u8b58\u30b0\u30e9\u30d5\u306a\u3069\u3001\u8907\u96d1\u306a\u95a2\u4fc2\u6027\u5206\u6790\u306b\u5f37\u307f\u3092\u6301\u3064<\/td><td>neo4j.com<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-3-nosql\u306e\u4e3b\u306a\u7a2e\u5225\u3068\u7279\u5fb4\">1-3. NoSQL\u306e\u4e3b\u306a\u7a2e\u5225\u3068\u7279\u5fb4<\/h3>\n\n\n\n<p>NoSQL\u306f\u4e00\u679a\u5ca9\u306e\u6280\u8853\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u8907\u6570\u306e\u7a2e\u5225\u306b\u5206\u304b\u308c\u307e\u3059\u3002\u300c\u3069\u306eNoSQL\u3092\u5b66\u3076\u304b\u300d\u3092\u6c7a\u3081\u308b\u524d\u306b\u3001\u7a2e\u5225\u306e\u9055\u3044\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88682\u3011NoSQL\u7a2e\u5225\u306e\u7279\u5fb4\u3068\u4ee3\u8868\u88fd\u54c1<\/caption>\n<colgroup>\n  <col style=\"width:16%\">\n  <col style=\"width:30%\">\n  <col style=\"width:30%\">\n  <col style=\"width:24%\">\n<\/colgroup>\n<thead><tr><th>\u7a2e\u5225<\/th><th>\u7279\u5fb4<\/th><th>\u5f97\u610f\u306a\u7528\u9014<\/th><th>\u4ee3\u8868\u88fd\u54c1<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b<\/strong><\/td><td>JSON\u30e9\u30a4\u30af\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u683c\u7d0d\u3002\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u3067\u69cb\u9020\u3092\u67d4\u8edf\u306b\u5909\u66f4\u53ef\u80fd\u3002\u5546\u54c1\u3054\u3068\u306b\u7570\u306a\u308b\u5c5e\u6027\u3092\u6301\u3064\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u5411\u3044\u3066\u3044\u308b<\/td><td>EC\u30b5\u30a4\u30c8\u5546\u54c1\u30c7\u30fc\u30bf\u3001CMS\u3001\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u7ba1\u7406<\/td><td>MongoDB\u3001CouchDB<\/td><\/tr>\n<tr><td><strong>KVS\uff08\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b\uff09<\/strong><\/td><td>\u30ad\u30fc\u3068\u5024\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u9020\u3002\u30a4\u30f3\u30e1\u30e2\u30ea\u51e6\u7406\u306b\u3088\u308a\u8d85\u9ad8\u901f\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u3002\u30c7\u30fc\u30bf\u69cb\u9020\uff08\u30ea\u30b9\u30c8\u30fb\u30cf\u30c3\u30b7\u30e5\u30fb\u30bd\u30fc\u30c8\u6e08\u307f\u30bb\u30c3\u30c8\u7b49\uff09\u3082\u8c4a\u5bcc<\/td><td>\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e9\u30f3\u30ad\u30f3\u30b0\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc<\/td><td>Redis\u3001Amazon DynamoDB\u3001Memcached<\/td><\/tr>\n<tr><td><strong>\u30ab\u30e9\u30e0\u30d5\u30a1\u30df\u30ea\u30fc\u578b<\/strong><\/td><td>\u5217\u6307\u5411\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3002\u5927\u91cf\u306e\u66f8\u304d\u8fbc\u307f\u3068\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u5f37\u3044\u3002\u30de\u30b9\u30bf\u30fc\u30ec\u30b9\u5206\u6563\u8a2d\u8a08\u306b\u3088\u308a\u5358\u4e00\u969c\u5bb3\u70b9\u304c\u306a\u304f\u9ad8\u53ef\u7528\u6027\u3092\u5b9f\u73fe<\/td><td>IoT\u30c7\u30fc\u30bf\u84c4\u7a4d\u3001\u30ed\u30b0\u5206\u6790\u3001\u6642\u7cfb\u5217\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u51e6\u7406<\/td><td>Apache Cassandra\u3001HBase<\/td><\/tr>\n<tr><td><strong>\u30b0\u30e9\u30d5\u578b<\/strong><\/td><td>\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3067\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u8868\u73fe\u3002\u591a\u6bb5\u968e\u306e\u95a2\u4fc2\u6027\u3092\u9ad8\u901f\u30af\u30a8\u30ea\u53ef\u80fd\u3002AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u9032\u3093\u3067\u3044\u308b<\/td><td>SNS\u306e\u53cb\u4eba\u95a2\u4fc2\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u30a8\u30f3\u30b8\u30f3\u3001\u4e0d\u6b63\u691c\u77e5\u3001\u77e5\u8b58\u30b0\u30e9\u30d5<\/td><td>Neo4j\u3001Amazon Neptune<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p>RDB\u3068NoSQL\u306f\u5bfe\u7acb\u69cb\u9020\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u4e00\u8cab\u6027\u304c\u6700\u512a\u5148\u306e\u6c7a\u6e08\u51e6\u7406\u306fRDB\u3001\u5927\u91cf\u66f8\u304d\u8fbc\u307f\u306e\u30ed\u30b0\u53ce\u96c6\u306fCassandra\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u306fRedis\u300d\u3068\u3044\u3046\u3088\u3046\u306b\u3001\u7528\u9014\u3054\u3068\u306b\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u73fe\u5834\u306e\u5b9f\u614b\u3067\u3059\u3002\u8907\u6570\u306eDB\u3092\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u9078\u629e\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3001\u6848\u4ef6\u5e02\u5834\u3067\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<!-- ===================================================== -->\n<!-- Section 2 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-2-nosql\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411\">2. NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"style=\"max-width: 740px\">\n<img src=\"\/c\/wp-content\/uploads\/2025\/06\/053005.jpg\" alt=\"NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u6708\u984d\u5831\u916c\u76f8\u5834\u3068\u6848\u4ef6\u50be\u5411\" loading=\"lazy\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n\n<p>NoSQL\u3092\u6271\u3048\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u9700\u8981\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5e83\u304c\u308a\u3068\u3068\u3082\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Remogu\u306e\u516c\u958b\u6848\u4ef6\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u5831\u916c\u76f8\u5834\u306e\u6982\u89b3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u8a73\u7d30\u306a\u6700\u65b0\u30c7\u30fc\u30bf\u306f<a href=\"https:\/\/remogu.jp\/c\/engineer-salary-2024\/\" target=\"_blank\" rel=\"noopener\">Remogu\u30a8\u30f3\u30b8\u30cb\u30a2\u5831\u916c\u76f8\u5834\u30ec\u30dd\u30fc\u30c8<\/a>\u3082\u3042\u308f\u305b\u3066\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-4-\u6708\u984d\u5358\u4fa1\u306e\u76f8\u5834\">2-1. \u6708\u984d\u5358\u4fa1\u306e\u76f8\u5834\uff08\u5168\u4f53\uff09<\/h3>\n\n\n\n<p>NoSQL\u3092\u4e3b\u30b9\u30ad\u30eb\u3068\u3059\u308b\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6708\u984d\u5831\u916c\u306f\u3001\u304a\u304a\u3080\u306d55\u301c100\u4e07\u5186\u304c\u4e2d\u5fc3\u5e2f\u3067\u3059\uff08\u7de8\u96c6\u90e8\u8abf\u3079\u3001Remogu\u516c\u958b\u6848\u4ef6\u30c7\u30fc\u30bf\u3088\u308a\uff09\u3002\u305f\u3060\u3057\u3001\u30b9\u30ad\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u3084\u7d4c\u9a13\u5e74\u6570\u306b\u3088\u3063\u3066\u5e45\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>MongoDB\u30fbRedis\u306a\u3069\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u88fd\u54c1\u3092\u6271\u3048\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6848\u4ef6\u306f\u7d76\u5bfe\u6570\u304c\u591a\u304f\u3001DynamoDB\u306a\u3069AWS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u7279\u5316\u3057\u305f\u30b9\u30ad\u30eb\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5358\u4fa1\u304c\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002NoSQL\u30b9\u30ad\u30eb\u5358\u4f53\u3088\u308a\u3082\u3001RDB\uff08PostgreSQL\u30fbMySQL\u7b49\uff09\u3084\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\uff08AWS\u30fbGCP\uff09\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u6848\u4ef6\u306e\u5e45\u3068\u5358\u4fa1\u306e\u4e21\u65b9\u304c\u4e0a\u304c\u308b\u70b9\u306f\u3001\u30ad\u30e3\u30ea\u30a2\u8a2d\u8a08\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-5-\u7d4c\u9a13\u5e74\u6570\u5225\u306e\u5358\u4fa1\u76ee\u5b89\">2-2. \u7d4c\u9a13\u5e74\u6570\u5225\u306e\u5358\u4fa1\u76ee\u5b89<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88683\u3011\u7d4c\u9a13\u5e74\u6570\u5225\u306e\u6708\u984d\u5831\u916c\u76ee\u5b89\uff08NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\uff09<\/caption>\n<colgroup>\n  <col style=\"width:14%\">\n  <col style=\"width:16%\">\n  <col style=\"width:70%\">\n<\/colgroup>\n<thead><tr><th>\u7d4c\u9a13\u5e74\u6570<\/th><th>\u6708\u984d\u5831\u916c\u76ee\u5b89<\/th><th>\u4e3b\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>1\u5e74\u672a\u6e80<\/strong><\/td><td>40\u301c55\u4e07\u5186<\/td><td>MongoDB\u57fa\u672c\u64cd\u4f5c\uff08CRUD\u30fb\u96c6\u8a08\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff09\u3001Redis\u57fa\u672c\u30b3\u30de\u30f3\u30c9\uff08GET\/SET\/EXPIRE\uff09\u3001RDB\u57fa\u790e\u77e5\u8b58\uff08SQL\u30fb\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\uff09\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u8a00\u8a9e\uff08Node.js \/ Python\u7b49\uff09\u3068\u306e\u9023\u643a<\/td><\/tr>\n<tr><td><strong>1\u301c3\u5e74<\/strong><\/td><td>55\u301c75\u4e07\u5186<\/td><td>\u8907\u6570NoSQL\u88fd\u54c1\u306e\u7fd2\u5f97\u3001Amazon DynamoDB \/ MongoDB Atlas\u306a\u3069\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9DB\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\uff08\u57cb\u3081\u8fbc\u307f vs \u53c2\u7167\uff09\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a2d\u8a08\u3001Redis\u3092\u7528\u3044\u305f\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\u3001\u57fa\u672c\u7684\u306a\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u6982\u5ff5<\/td><\/tr>\n<tr><td><strong>3\u301c5\u5e74<\/strong><\/td><td>75\u301c100\u4e07\u5186<\/td><td>\u30de\u30eb\u30c1DB\u69cb\u6210\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08Explain\u30d7\u30e9\u30f3\u5206\u6790\u30fb\u30e1\u30e2\u30ea\u7ba1\u7406\uff09\u3001RDB\u21d4NoSQL\u79fb\u884c\u8a2d\u8a08\u30fb\u5b9f\u88c5\u3001AWS\u4e0a\u3067\u306e\u5206\u6563NoSQL\u69cb\u6210\u3001\u30c1\u30fc\u30e0\u30ea\u30fc\u30c9<\/td><\/tr>\n<tr><td><strong>5\u5e74\u4ee5\u4e0a<\/strong><\/td><td>100\u301c130\u4e07\u5186\uff0b<\/td><td>\u8981\u4ef6\u306b\u5fdc\u3058\u305fDB\u9078\u5b9a\u529b\uff08RDB\/NoSQL\/NewSQL\uff09\u3001\u5927\u898f\u6a21\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\uff08CAP\u5b9a\u7406\u30fb\u4e00\u8cab\u6027\u30e2\u30c7\u30eb\u306e\u5b9f\u8df5\u7684\u5224\u65ad\uff09\u3001\u6280\u8853\u6226\u7565\u7acb\u6848\u3001\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3078\u306e\u8aac\u660e\u30fb\u63d0\u6848\u3001OSS\u8ca2\u732e\u30fb\u6280\u8853\u767a\u4fe1<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"has-small-font-size\">\u203bRemogu\u516c\u958b\u6848\u4ef6\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3057\u305f\u7de8\u96c6\u90e8\u8abf\u3079\u306e\u76ee\u5b89\u3067\u3059\u3002\u5b9f\u969b\u306e\u5831\u916c\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u5bb9\u30fb\u7a3c\u50cd\u65e5\u6570\u30fb\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u898f\u6a21\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u8a73\u7d30\u306f<a href=\"https:\/\/remogu.jp\/\" target=\"_blank\" rel=\"noopener\">Remogu\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u3067\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-6-\u9ad8\u5358\u4fa1\u6848\u4ef6\u306e\u7279\u5fb4\">2-3. \u9ad8\u5358\u4fa1\u6848\u4ef6\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p>\u9ad8\u5358\u4fa1\u6848\u4ef6\u306b\u306f\u3001\u7279\u5b9a\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u2460\u30b9\u30ad\u30eb\u306e\u639b\u3051\u7b97\u3067\u8a55\u4fa1\u3055\u308c\u308b<\/strong><br>\n\u300cMongoDB \u00d7 Node.js \u00d7 AWS\u300d\u300cDynamoDB \u00d7 Lambda \u00d7 API Gateway\u300d\u306e\u3088\u3046\u306b\u3001NoSQL\u30b9\u30ad\u30eb\u3092\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u5358\u4e00\u88fd\u54c1\u306e\u6df1\u3044\u77e5\u8b58\u3088\u308a\u3082\u3001\u8907\u6570\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u304c\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u2461\u79fb\u884c\u30fb\u30ea\u30d7\u30ec\u30a4\u30b9\u6848\u4ef6\u306f\u5358\u4fa1\u304c\u9ad8\u3044<\/strong><br>\n\u30ec\u30ac\u30b7\u30fc\u306eRDB\u304b\u3089NoSQL\u3078\u306e\u79fb\u884c\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eMongoDB\u304b\u3089MongoDB Atlas\u3078\u306e\u79fb\u884c\u306a\u3069\u3001\u7a3c\u50cd\u4e2d\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u6b62\u3081\u305a\u306b\u79fb\u884c\u3059\u308b\u8a2d\u8a08\u30fb\u5b9f\u88c5\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\u6848\u4ef6\u306f\u3001\u7d4c\u9a13\u8005\u304c\u9650\u3089\u308c\u308b\u305f\u3081\u5831\u916c\u6c34\u6e96\u304c\u9ad8\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u2462\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u00d7NoSQL\u306e\u7d44\u307f\u5408\u308f\u305b<\/strong><br>\nRedis Streams\u3092\u4f7f\u3063\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u57fa\u76e4\u3001Cassandra\u3092\u7528\u3044\u305f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406\u306a\u3069\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3092\u6271\u3048\u308b\u6848\u4ef6\u306f\u3001\u91d1\u878d\u30fbEC\u30fbIoT\u5206\u91ce\u3067\u7d99\u7d9a\u7684\u306a\u9700\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n<!-- ===================================================== -->\n<!-- Section 3 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-3-\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\">3. \u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u2014\u2014\u521d\u5fc3\u8005\u304b\u3089\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u307e\u3067<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\" style=\"max-width: 740px\">\n<img src=\"\/c\/wp-content\/uploads\/2025\/11\/\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1.png\" alt=\"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\" loading=\"lazy\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n\n<p>\u300cNoSQL\u3092\u5b66\u307c\u3046\u300d\u3068\u601d\u3063\u305f\u3068\u304d\u3001\u6700\u521d\u306e\u58c1\u306f\u300c\u3069\u3053\u304b\u3089\u59cb\u3081\u308b\u304b\u300d\u3067\u3059\u3002\u7a2e\u5225\u304c\u591a\u304f\u3001\u88fd\u54c1\u3082\u591a\u3044\u3002\u3067\u3082\u3001\u9053\u7b4b\u306f\u610f\u5916\u3068\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u57fa\u790e\u2192\u5b9f\u8df5\u2192\u8a2d\u8a08\u2192\u6226\u7565\u3001\u305d\u306e\u9806\u756a\u3067\u7a4d\u307f\u4e0a\u3052\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88684\u3011NoSQL\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u5225\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/caption>\n<colgroup>\n  <col style=\"width:10%\">\n  <col style=\"width:11%\">\n  <col style=\"width:50%\">\n  <col style=\"width:29%\">\n<\/colgroup>\n<thead><tr><th>\u30ec\u30d9\u30eb<\/th><th>\u7d4c\u9a13\u5e74\u6570<\/th><th>\u7fd2\u5f97\u3059\u3079\u304d\u6280\u8853\u30fb\u30b9\u30ad\u30eb<\/th><th>\u76ee\u5b89\u3068\u306a\u308b\u6848\u4ef6\u4f8b<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>\u521d\u7d1a<\/strong><\/td><td>1\u5e74\u672a\u6e80<\/td><td>MongoDB CRUD\u64cd\u4f5c\u30fb\u96c6\u8a08\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001Redis\u306e\u57fa\u672c\u30b3\u30de\u30f3\u30c9\uff08GET\/SET\/EXPIRE\/TTL\uff09\u3001JSON\/BSON\u69cb\u9020\u306e\u7406\u89e3\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u8a00\u8a9e\uff08Node.js or Python\uff09\u3068\u306e\u9023\u643a\u3001SQL\u30fbRDB\u57fa\u790e\u306e\u4e26\u884c\u5b66\u7fd2<\/td><td>\u65e2\u5b58MongoDB\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u306e\u6a5f\u80fd\u8ffd\u52a0\u3001Redis\u30ad\u30e3\u30c3\u30b7\u30e5\u5c0e\u5165\u88dc\u52a9<\/td><\/tr>\n<tr><td><strong>\u4e2d\u7d1a<\/strong><\/td><td>1\u301c3\u5e74<\/td><td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a2d\u8a08\u30fb\u30af\u30a8\u30ea\u6700\u9069\u5316\u3001MongoDB Atlas\u30fbDynamoDB\u7b49\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9DB\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\uff08\u57cb\u3081\u8fbc\u307f vs \u53c2\u7167\uff09\u3001Redis\u3092\u7528\u3044\u305f\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3001\u57fa\u672c\u7684\u306a\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u6982\u5ff5<\/td><td>\u65b0\u898fWeb\u30b5\u30fc\u30d3\u30b9\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u30fb\u5b9f\u88c5\u3001API\u958b\u767a\uff08NoSQL\u9023\u643a\uff09<\/td><\/tr>\n<tr><td><strong>\u4e0a\u7d1a<\/strong><\/td><td>3\u301c5\u5e74<\/td><td>\u8907\u6570NoSQL\u88fd\u54c1\u306e\u4f7f\u3044\u5206\u3051\u8a2d\u8a08\u3001RDB\u21d4NoSQL\u79fb\u884c\u8a2d\u8a08\u30fb\u5b9f\u88c5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08Explain\u30d7\u30e9\u30f3\u5206\u6790\uff09\u3001Redis\u30af\u30e9\u30b9\u30bf\u30fc\u30fbSentinel\u69cb\u6210\u3001AWS\u4e0a\u3067\u306e\u5206\u6563NoSQL\u69cb\u6210\u8a2d\u8a08<\/td><td>\u65e2\u5b58RDB\u306eNoSQL\u79fb\u884cPJ\u3001\u5927\u898f\u6a21EC\u30b5\u30a4\u30c8\u306eDB\u518d\u8a2d\u8a08\u3001\u30c1\u30fc\u30e0\u30ea\u30fc\u30c9<\/td><\/tr>\n<tr><td><strong>\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8<\/strong><\/td><td>5\u5e74\u4ee5\u4e0a<\/td><td>\u8981\u4ef6\u306b\u5fdc\u3058\u305fDB\u9078\u5b9a\u529b\uff08RDB\/NoSQL\/NewSQL\uff09\u3001\u30de\u30eb\u30c1DB\u69cb\u6210\u306e\u5168\u4f53\u8a2d\u8a08\u3001\u5927\u898f\u6a21\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\uff08CAP\u5b9a\u7406\u306e\u5b9f\u8df5\u7684\u5224\u65ad\uff09\u3001\u6280\u8853\u9078\u5b9a\u306e\u610f\u601d\u6c7a\u5b9a\u30fb\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3078\u306e\u8aac\u660e\u3001OSS\u8ca2\u732e\u30fb\u6280\u8853\u767a\u4fe1<\/td><td>DX\u63a8\u9032\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306eDB\u6226\u7565\u7acb\u6848\u3001\u5168\u793e\u30c7\u30fc\u30bf\u57fa\u76e4\u8a2d\u8a08\u3001CTO\u30a2\u30c9\u30d0\u30a4\u30b6\u30ea\u30fc<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-7-\u521d\u7d1a\">3-1. \u521d\u7d1a\uff08\u7d4c\u9a131\u5e74\u672a\u6e80\uff09\uff1a\u57fa\u790e\u56fa\u3081<\/h3>\n\n\n\n<p>\u6700\u521d\u306b\u5b66\u3076NoSQL\u306fMongoDB\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u7406\u7531\u306f3\u3064\u3042\u308a\u307e\u3059\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08docs.mongodb.com\uff09\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u3053\u3068\u3001\u65e5\u672c\u8a9e\u306e\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u304c\u8c4a\u5bcc\u306a\u3053\u3068\u3001\u305d\u3057\u3066\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u6570\u304c\u591a\u3044\u3053\u3068\u3067\u3059\u3002Redis\u306f\u521d\u671f\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u4f4e\u304f\u3001\u65e2\u5b58\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u5c64\u3068\u3057\u3066\u7d4c\u9a13\u3092\u7a4d\u307f\u3084\u3059\u3044\u88fd\u54c1\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6bb5\u968e\u3067\u306e\u6700\u91cd\u8981\u4e8b\u9805\u306f\u300cSQL\u3068NoSQL\u306e\u9055\u3044\u3092\u8aa4\u89e3\u306a\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u300d\u3067\u3059\u3002\u300cNoSQL\u306fSQL\u3088\u308a\u65b0\u3057\u304f\u3066\u512a\u79c0\u300d\u3068\u3044\u3046\u601d\u3044\u8fbc\u307f\u306f\u65e9\u3081\u306b\u89e3\u6d88\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u4fdd\u8a3c\u65b9\u5f0f\uff08ACID vs BASE\uff09\u3068CAP\u5b9a\u7406\u306e\u57fa\u790e\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3001\u8a2d\u8a08\u5224\u65ad\u306e\u571f\u53f0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-8-\u4e2d\u7d1a\">3-2. \u4e2d\u7d1a\uff08\u7d4c\u9a131\u301c3\u5e74\uff09\uff1a\u5b9f\u8df5\u529b\u5411\u4e0a<\/h3>\n\n\n\n<p>\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u3067\u8a55\u4fa1\u3055\u308c\u308b\u300c\u8a2d\u8a08\u529b\u300d\u306e\u57fa\u790e\u3092\u8eab\u306b\u3064\u3051\u308b\u6bb5\u968e\u3067\u3059\u3002MongoDB\u306e\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u3067\u6700\u3082\u91cd\u8981\u306a\u5224\u65ad\u306f\u300c\u57cb\u3081\u8fbc\u307f\uff08Embedding\uff09\u304b\u53c2\u7167\uff08Reference\uff09\u304b\u300d\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u30d1\u30bf\u30fc\u30f3\u3092\u5148\u306b\u8003\u3048\u3001\u305d\u3053\u304b\u3089\u9006\u7b97\u3057\u3066\u8a2d\u8a08\u3059\u308b\u2014\u2014\u3053\u306e\u601d\u8003\u7fd2\u6163\u304c\u4e2d\u7d1a\u8005\u3068\u521d\u7d1a\u8005\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9NoSQL\u306e\u7d4c\u9a13\u3082\u4e2d\u7d1a\u6bb5\u968e\u3067\u7a4d\u3093\u3067\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002Amazon DynamoDB\u3084MongoDB Atlas\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u3092\u30af\u30e9\u30a6\u30c9\u306b\u4efb\u305b\u306a\u304c\u3089NoSQL\u3092\u4f7f\u3046\u73fe\u5728\u306e\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3067\u3059\u3002\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u306e\u591a\u304f\u304cAWS\u307e\u305f\u306fGCP\u74b0\u5883\u3092\u524d\u63d0\u3068\u3057\u3066\u304a\u308a\u3001\u30af\u30e9\u30a6\u30c9NoSQL\u3092\u77e5\u3089\u306a\u3044\u3068\u6848\u4ef6\u306e\u9078\u629e\u80a2\u304c\u72ed\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-9-\u4e0a\u7d1a\">3-3. \u4e0a\u7d1a\uff08\u7d4c\u9a133\u301c5\u5e74\uff09\uff1a\u5c02\u9580\u6027\u306e\u78ba\u7acb<\/h3>\n\n\n\n<p>\u300c\u8a2d\u8a08\u3067\u304d\u308b\u300d\u304b\u3089\u300c\u6700\u9069\u5316\u3067\u304d\u308b\u300d\u3078\u306e\u8ee2\u63db\u671f\u3067\u3059\u3002MongoDB\u306eExplain\u30d7\u30e9\u30f3\u3092\u8aad\u3093\u3067\u30af\u30a8\u30ea\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3059\u308b\u3001Redis\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u7ba1\u7406\u3057\u3066\u9069\u5207\u306a\u30c7\u30fc\u30bf\u69cb\u9020\uff08Hash vs String vs Sorted Set\uff09\u3092\u9078\u629e\u3059\u308b\u2014\u2014\u3053\u3046\u3057\u305f\u5b9f\u8df5\u7684\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u7d4c\u9a13\u304c\u6848\u4ef6\u8a55\u4fa1\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6bb5\u968e\u3067RDB\u21d4NoSQL\u9593\u306e\u79fb\u884c\u6848\u4ef6\u30921\u4ef6\u3067\u3082\u7d4c\u9a13\u3057\u3066\u304a\u304f\u3068\u3001\u5e02\u5834\u4fa1\u5024\u304c\u5927\u304d\u304f\u4e0a\u304c\u308a\u307e\u3059\u3002\u79fb\u884c\u8a2d\u8a08\u306f\u300c\u7a3c\u50cd\u3057\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u6b62\u3081\u305a\u306b\u5909\u3048\u308b\u300d\u3068\u3044\u3046\u9ad8\u3044\u8981\u6c42\u6c34\u6e96\u3092\u6301\u3064\u305f\u3081\u3001\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u304f\u3001\u5358\u4fa1\u3082\u9ad8\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-10-\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\">3-4. \u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\uff08\u7d4c\u9a135\u5e74\u4ee5\u4e0a\uff09\uff1a\u5e02\u5834\u4fa1\u5024\u306e\u6700\u5927\u5316<\/h3>\n\n\n\n<p>\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3068\u30b7\u30cb\u30a2\u3092\u5206\u3051\u308b\u80fd\u529b\u306f\u300c\u9078\u5b9a\u529b\u300d\u3067\u3059\u3002\u8981\u4ef6\u3092\u805e\u3044\u3066\u300c\u3053\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u306fCassandra\u304c\u5408\u3046\u300d\u300c\u3053\u3053\u306fRDB\u306e\u307b\u3046\u304c\u3044\u3044\u300d\u3068\u5224\u65ad\u3057\u3001\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306b\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u2014\u2014\u3053\u306e\u529b\u306f\u7d4c\u9a13\u5e74\u6570\u3060\u3051\u3067\u306f\u8eab\u306b\u3064\u304d\u307e\u305b\u3093\u3002\u8907\u6570\u88fd\u54c1\u3092\u5b9f\u969b\u306b\u4f7f\u3044\u3001\u5931\u6557\u3092\u542b\u3080\u8a2d\u8a08\u7d4c\u9a13\u3092\u7a4d\u3093\u3060\u4eba\u3060\u3051\u304c\u6301\u3066\u308b\u5224\u65ad\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6280\u8853\u30d6\u30ed\u30b0\u3078\u306e\u767a\u4fe1\u3084OSS\u3078\u306e\u8ca2\u732e\u3082\u3001\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306e\u5e02\u5834\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u624b\u6bb5\u3067\u3059\u3002Stack Overflow Developer Survey 2024\u3067\u306f\u3001MongoDB\u306f\u5c02\u9580\u958b\u767a\u8005\u306e\u7d0424%\u304c\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u4e0a\u4f4d5\u4f4d\u4ee5\u5185\u306b\u4f4d\u7f6e\u3057\u3066\u304a\u308a<sup>4<\/sup>\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3078\u306e\u53c2\u52a0\u304c\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3068\u3057\u3066\u306e\u4fe1\u983c\u6027\u306b\u3082\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n<!-- ===================================================== -->\n<!-- Section 4 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-4-nosql\u304c\u652f\u3048\u308b\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3068\u56fd\u5185\u4e8b\u4f8b\">4. NoSQL\u304c\u652f\u3048\u308b\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3068\u56fd\u5185\u4e8b\u4f8b<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"style=\"max-width: 740px\">\n<img src=\"\/c\/wp-content\/uploads\/2025\/08\/2.png\" alt=\"\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3068\u56fd\u5185\u4f01\u696d\u306eNoSQL\u5c0e\u5165\u4e8b\u4f8b\" loading=\"lazy\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n\n<p>\u300c\u5b66\u7fd2\u7528\u306eDB\u300d\u3068\u601d\u308f\u308c\u304c\u3061\u306aNoSQL\u3067\u3059\u304c\u3001\u5b9f\u614b\u306f\u9055\u3044\u307e\u3059\u3002\u4e16\u754c\u6700\u5927\u898f\u6a21\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u3001\u672c\u756a\u74b0\u5883\u3067NoSQL\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-11-\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5c0e\u5165\u4e8b\u4f8b\">4-1. \u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5c0e\u5165\u4e8b\u4f8b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88685\u3011\u4e16\u754c\u7684\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308bNoSQL\u5c0e\u5165\u4e8b\u4f8b<\/caption>\n<colgroup>\n  <col style=\"width:12%\">\n  <col style=\"width:18%\">\n  <col style=\"width:50%\">\n  <col style=\"width:20%\">\n<\/colgroup>\n<thead><tr><th>\u30b5\u30fc\u30d3\u30b9<\/th><th>\u4f7f\u7528NoSQL<\/th><th>\u6d3b\u7528\u7528\u9014<\/th><th>\u516c\u5f0f\u60c5\u5831<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>Amazon<\/strong><\/td><td>Amazon DynamoDB<\/td><td>\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30ab\u30fc\u30c8\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u30fb\u5728\u5eab\u7ba1\u7406\u306b\u63a1\u7528\u30021\u65e5\u6570\u5146\u4ef6\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u30a4\u30f3\u30d5\u30e9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3066\u304a\u308a\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u7e3e\u3068\u3057\u3066\u516c\u5f0f\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b<sup>5<\/sup><\/td><td>aws.amazon.com\/jp\/dynamodb\/<\/td><\/tr>\n<tr><td><strong>Netflix<\/strong><\/td><td>Apache Cassandra<\/td><td>\u8996\u8074\u5c65\u6b74\u30fb\u30e6\u30fc\u30b6\u30fc\u8a2d\u5b9a\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u306b\u63a1\u7528\u3002\u4e16\u754c2\u5104\u4eba\u8d85\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3059\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u57fa\u76e4\u3092\u652f\u3048\u3001\u30de\u30b9\u30bf\u30fc\u30ec\u30b9\u5206\u6563\u69cb\u6210\u306b\u3088\u308b\u9ad8\u53ef\u7528\u6027\u3092\u6d3b\u304b\u3057\u3066\u3044\u308b<sup>6<\/sup><\/td><td>cassandra.apache.org\/case-studies\/<\/td><\/tr>\n<tr><td><strong>Apple<\/strong><\/td><td>Apache Cassandra<\/td><td>iCloud\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u63a1\u7528\u3002\u4e16\u754c\u6709\u6570\u306e\u898f\u6a21\u306eCassandra\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u516c\u5f0f\u6280\u8853\u60c5\u5831\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7528\u9014\u3067\u306e\u5b9f\u7e3e\u3092\u793a\u3057\u3066\u3044\u308b<sup>6<\/sup><\/td><td>cassandra.apache.org\/case-studies\/<\/td><\/tr>\n<tr><td><strong>Instagram\uff08Meta\uff09<\/strong><\/td><td>Apache Cassandra<\/td><td>\u30c0\u30a4\u30ec\u30af\u30c8\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5927\u898f\u6a21\u5206\u6563\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u63a1\u7528\u3002\u6570\u5341\u5104\u4ef6\u306b\u53ca\u3076\u30e1\u30c3\u30bb\u30fc\u30b8\u30c7\u30fc\u30bf\u3092\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u3067\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u9078\u5b9a\u3055\u308c\u305f<sup>6<\/sup><\/td><td>cassandra.apache.org\/case-studies\/<\/td><\/tr>\n<tr><td><strong>Airbnb<\/strong><\/td><td>MongoDB<\/td><td>\u5bbf\u6cca\u7269\u4ef6\u30c7\u30fc\u30bf\u30fb\u30ec\u30d3\u30e5\u30fc\u30c7\u30fc\u30bf\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u306b\u63a1\u7528\u3002\u7269\u4ef6\u3054\u3068\u306b\u7570\u306a\u308b\u5c5e\u6027\uff08\u90e8\u5c4b\u6570\u30fb\u8a2d\u5099\u30fb\u30eb\u30fc\u30eb\u7b49\uff09\u3092\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u3067\u6271\u3048\u308b\u67d4\u8edf\u6027\u304c\u9078\u5b9a\u7406\u7531\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u308b<sup>7<\/sup><\/td><td>mongodb.com\/customers\/<\/td><\/tr>\n<tr><td><strong>Twitter\uff08\u73feX\uff09<\/strong><\/td><td>Redis<\/td><td>\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30d5\u30a9\u30ed\u30ef\u30fc\u30ea\u30b9\u30c8\u7ba1\u7406\u306b\u63a1\u7528\u3002\u6570\u5104\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d5\u30a3\u30fc\u30c9\u3092\u9ad8\u901f\u51e6\u7406\u3059\u308b\u30ad\u30e3\u30c3\u30b7\u30e5\u5c64\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u304d\u305f<sup>8<\/sup><\/td><td>redis.io\/blog\/<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-12-\u65e5\u672c\u56fd\u5185\u306e\u5c0e\u5165\u4e8b\u4f8b\">4-2. \u65e5\u672c\u56fd\u5185\u306e\u5c0e\u5165\u4e8b\u4f8b<\/h3>\n\n\n\n<p>\u56fd\u5185\u3067\u3082\u3001\u5927\u624b\u30c6\u30c3\u30af\u30ab\u30f3\u30d1\u30cb\u30fc\u304cNoSQL\u3092\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u5404\u793e\u306e\u516c\u5f0f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30d6\u30ed\u30b0\u3067\u6280\u8853\u9078\u5b9a\u306e\u7d4c\u7def\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u5b9f\u969b\u306e\u73fe\u5834\u611f\u3092\u5b66\u3076\u4e0a\u3067\u6709\u76ca\u306a\u60c5\u5831\u6e90\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u25fc\ufe0fMercari Engineering Blog<br>\nMercari\u306f\u3001\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u306e\u5546\u54c1\u30c7\u30fc\u30bf\u7ba1\u7406\u306bMongoDB\u3092\u63a1\u7528\u3057\u3001\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u306e\u67d4\u8edf\u6027\u3092\u6d3b\u304b\u3057\u3066\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u7570\u306a\u308b\u5c5e\u6027\u69cb\u9020\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<br>\n<br>\n\u25fc\ufe0fLINE Engineering Blog<br>\nLINE\u306f\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u57fa\u76e4\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u5c64\u306bRedis\u3092\u63a1\u7528\u3057\u3001\u6570\u5104\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u914d\u4fe1\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<br>\n<br>\n\u25fc\ufe0fCyberAgent Developer Blog<br>\nCyberAgent\u306f\u3001Ameba\u7b49\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u306bRedis\u3092\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u30c7\u30fc\u30bf\u7ba1\u7406\u306bMongoDB\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<br>\n<br>\n\u25fc\ufe0fPayPay Engineering Blog<br>\nPayPay\u306f\u3001\u5927\u898f\u6a21\u30ed\u30b0\u7ba1\u7406\u3084\u5206\u6563\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3044\u3066Apache Cassandra\u3092\u542b\u3080\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u53ef\u7528\u6027\u3068\u66f8\u304d\u8fbc\u307f\u6027\u80fd\u3092\u4e21\u7acb\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-13-\u306a\u305cnosql\u304c\u9078\u3070\u308c\u308b\u306e\u304b\">4-3. \u306a\u305cNoSQL\u304c\u9078\u3070\u308c\u308b\u306e\u304b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\">\n<caption style=\"caption-side:top; text-align:left; color:#00273F; font-weight:600; padding:6px 0 4px; letter-spacing:0;\">\u3010\u88686\u3011RDB\u3068NoSQL\u306e\u6bd4\u8f03\u2014\u2014\u4f7f\u3044\u5206\u3051\u306e\u5224\u65ad\u8ef8<\/caption>\n<colgroup>\n  <col style=\"width:18%\">\n  <col style=\"width:41%\">\n  <col style=\"width:41%\">\n<\/colgroup>\n<thead><tr><th>\u6bd4\u8f03\u9805\u76ee<\/th><th>RDB\uff08\u4f8b\uff1aPostgreSQL\uff09<\/th><th>NoSQL\uff08\u4f8b\uff1aMongoDB\u30fbRedis\uff09<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb<\/td><td>\u30c6\u30fc\u30d6\u30eb\uff08\u56fa\u5b9a\u30b9\u30ad\u30fc\u30de\uff09\u3002\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u306b\u306f\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d\u304c\u5fc5\u8981<\/td><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fbKV\u30fb\u30ab\u30e9\u30e0\u30fb\u30b0\u30e9\u30d5\uff08\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u307e\u305f\u306f\u67d4\u8edf\uff09\u3002\u69cb\u9020\u306e\u5909\u66f4\u304c\u5bb9\u6613<\/td><\/tr>\n<tr><td>\u30b9\u30b1\u30fc\u30eb\u65b9\u5f0f<\/td><td>\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\uff08\u5782\u76f4\u30b9\u30b1\u30fc\u30eb\uff09\u304c\u57fa\u672c\u3002\u30b5\u30fc\u30d0\u30fc\u5897\u5f37\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u3084\u3059\u3044<\/td><td>\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\uff08\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\uff09\u306b\u5f37\u3044\u3002\u30b5\u30fc\u30d0\u30fc\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u51e6\u7406\u80fd\u529b\u3092\u62e1\u5f35\u3067\u304d\u308b<\/td><\/tr>\n<tr><td>\u4e00\u8cab\u6027<\/td><td>ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3067\u9ad8\u3044\u4e00\u8cab\u6027\u3092\u4fdd\u8a3c\u3002\u91d1\u878d\u30fb\u533b\u7642\u7b49\u306e\u53b3\u683c\u306a\u8981\u4ef6\u306b\u9069\u3059\u308b<\/td><td>BASE\u30e2\u30c7\u30eb\uff08\u7d50\u679c\u6574\u5408\u6027\uff09\u3002\u4e00\u8cab\u6027\u3092\u7de9\u3081\u308b\u3053\u3068\u3067\u53ef\u7528\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u512a\u5148\u3059\u308b<\/td><\/tr>\n<tr><td>\u5f97\u610f\u306a\u51e6\u7406<\/td><td>\u8907\u96d1\u306aJOIN\u30fb\u96c6\u8a08\u30fb\u53b3\u683c\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3002\u5831\u544a\u66f8\u751f\u6210\u3084\u5728\u5eab\u8a08\u7b97\u306a\u3069\u306b\u5411\u3044\u3066\u3044\u308b<\/td><td>\u5927\u91cf\u66f8\u304d\u8fbc\u307f\u30fb\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u8aad\u307f\u8fbc\u307f\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u51e6\u7406\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u7528\u9014\u306b\u5f37\u3044<\/td><\/tr>\n<tr><td>\u4e3b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/td><td>\u91d1\u878d\u53d6\u5f15\u30fb\u696d\u52d9\u57fa\u5e79\u30fbERP\u30fb\u5728\u5eab\u7ba1\u7406\u306a\u3069\u3001\u30c7\u30fc\u30bf\u6574\u5408\u6027\u304c\u6700\u512a\u5148\u306e\u57fa\u5e79\u7cfb\u30b7\u30b9\u30c6\u30e0<\/td><td>SNS\u30d5\u30a3\u30fc\u30c9\u30fbE\u30b3\u30de\u30fc\u30b9\u5546\u54c1\u30c7\u30fc\u30bf\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u30ad\u30e3\u30c3\u30b7\u30e5\u30fbIoT\u30c7\u30fc\u30bf\u53ce\u96c6\u306a\u3069<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n<!-- ===================================================== -->\n<!-- Section 5 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-5-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068nosql\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u76f8\u6027\">5. \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u76f8\u6027<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"style=\"max-width: 740px\">\n<img src=\"\/c\/wp-content\/uploads\/2026\/01\/2-15.40.08.png\" alt=\"\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b9f\u614b\" loading=\"lazy\" decoding=\"async\"\/>\n<\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-14-\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6nosql\u304c\u751f\u3080\u30ea\u30e2\u30fc\u30c8\u89aa\u548c\u6027\">5-1. \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6NoSQL\u304c\u751f\u3080\u30ea\u30e2\u30fc\u30c8\u89aa\u548c\u6027<\/h3>\n\n\n\n<p>NoSQL\u6848\u4ef6\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u7387\u304c\u9ad8\u3044\u80cc\u666f\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002MongoDB Atlas\u3001Amazon DynamoDB\u3001Redis Cloud\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u3084CLI\u304b\u3089\u30ea\u30e2\u30fc\u30c8\u3067\u64cd\u4f5c\u304c\u5b8c\u7d50\u3057\u307e\u3059\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u7269\u7406\u30a2\u30af\u30bb\u30b9\u304c\u4e0d\u8981\u306a\u305f\u3081\u3001\u958b\u767a\u30fb\u8a2d\u8a08\u30fb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u3059\u3079\u3066\u3092\u30ea\u30e2\u30fc\u30c8\u3067\u9042\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001NoSQL\u6848\u4ef6\u306e\u591a\u304f\u306f\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3084\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u69cb\u6210\u3068\u7d44\u307f\u5408\u308f\u3055\u308c\u3066\u304a\u308a\u3001CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4e0a\u3067\u306e\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u304c\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3067\u7ba1\u7406\u3067\u304d\u308b\u74b0\u5883\u306f\u30ea\u30e2\u30fc\u30c8\u5c31\u696d\u3068\u306e\u76f8\u6027\u304c\u9ad8\u304f\u3001\u5834\u6240\u3092\u554f\u308f\u305a\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3068\u3057\u3066\u53c2\u753b\u3057\u3084\u3059\u3044\u6848\u4ef6\u304c\u4e2d\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-15-\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fnosql\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b9f\u614b\">5-2. \u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b9f\u614b<\/h3>\n\n\n\n<p>Remogu\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6848\u4ef6\u306b\u7279\u5316\u3057\u305f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30de\u30c3\u30c1\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002NoSQL\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u95a2\u9023\u306e\u6848\u4ef6\u306f\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u958b\u767a\u30fb\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30fb\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3068\u3044\u3063\u305f\u30ab\u30c6\u30b4\u30ea\u3067\u63b2\u8f09\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u90313\u301c5\u65e5\u7a3c\u50cd\u30fb\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u7d99\u7d9a\u7684\u306b\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7dcf\u52d9\u7701\u300c\u4ee4\u548c5\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\u306b\u3088\u308b\u3068\u3001\u30c6\u30ec\u30ef\u30fc\u30af\u5b9f\u65bd\u7387\u306f2022\u5e74\u6642\u70b9\u3067\u5168\u56fd\u5e73\u574736.4%\u306b\u9054\u3057\u3066\u304a\u308a<sup>9<\/sup>\u3001IT\u30fb\u60c5\u5831\u901a\u4fe1\u696d\u3067\u306f\u7279\u306b\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u3092\u6271\u3046NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3053\u306e\u6d41\u308c\u306b\u4e57\u308a\u3084\u3059\u3044\u8077\u7a2e\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u5730\u65b9\u5728\u4f4f\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3001\u6771\u4eac\u3084\u5927\u962a\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u306b\u53c2\u753b\u3067\u304d\u308b\u30c1\u30e3\u30f3\u30b9\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<!-- ===================================================== -->\n<!-- Section 6 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-6-2026\u5e74\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044nosql\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a4\u30d9\u30f3\u30c8\">6. 2026\u5e74\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044NoSQL\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a4\u30d9\u30f3\u30c8<\/h2>\n\n\n\n<p>\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u7d9a\u3051\u308b\u306b\u306f\u3001\u6280\u8853\u306e\u6700\u524d\u7dda\u306e\u60c5\u5831\u3092\u7d99\u7d9a\u7684\u306b\u53ce\u96c6\u3059\u308b\u74b0\u5883\u304c\u91cd\u8981\u3067\u3059\u3002NoSQL\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u5b66\u7fd2\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u306b\u5f79\u7acb\u3064\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.mongodb.com\/events\/mongodb-local\" target=\"_blank\" rel=\"noreferrer noopener\">MongoDB.local Tokyo<\/a><\/strong>\uff08mongodb.com\uff09\uff1aMongoDB\u304c\u4e16\u754c\u5404\u90fd\u5e02\u3067\u958b\u50ac\u3059\u308b\u516c\u5f0f\u30a4\u30d9\u30f3\u30c8\u30b7\u30ea\u30fc\u30ba\u3067\u3059\u3002\u6771\u4eac\u958b\u50ac\u3067\u306f\u6700\u65b0\u6a5f\u80fd\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u3084\u4e8b\u4f8b\u7d39\u4ecb\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001MongoDB Atlas\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u30af\u30e9\u30a6\u30c9\u9023\u643a\u306e\u5b9f\u8df5\u7684\u306a\u60c5\u5831\u3092\u5f97\u308b\u5834\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u30022026\u5e74\u306e\u8a73\u7d30\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u544a\u77e5\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/jp\/events\/summits\/tokyo\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Summit Tokyo 2026<\/a><\/strong>\uff08aws.amazon.com\uff09\uff1a\u6bce\u5e74\u6625\u301c\u521d\u590f\u306b\u958b\u50ac\u3055\u308c\u308bAWS\u6700\u5927\u306e\u56fd\u5185\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u3059\u3002DynamoDB\u30fbAmazon ElastiCache\uff08Redis\u4e92\u63db\uff09\u30fbAmazon DocumentDB\u7b49\u3001\u30de\u30cd\u30fc\u30b8\u30c9NoSQL\u306b\u95a2\u3059\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u591a\u6570\u8a2d\u3051\u3089\u308c\u3066\u304a\u308a\u3001\u6700\u65b0\u306eAWS\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30c8\u30ec\u30f3\u30c9\u3092\u5b66\u3076\u6a5f\u4f1a\u3068\u3057\u3066\u6709\u76ca\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/jaws-ug.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\">JAWS-UG\uff08Japan AWS User Group\uff09<\/a><\/strong>\uff1aAWS\u5229\u7528\u8005\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u3001\u5168\u56fd\u5404\u5730\u3067\u52c9\u5f37\u4f1a\u3092\u958b\u50ac\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5c02\u9580\u306e\u5206\u79d1\u4f1a\u3082\u3042\u308a\u3001DynamoDB\u3084ElastiCache\u306e\u5b9f\u8df5\u7684\u306a\u77e5\u898b\u304c\u5171\u6709\u3055\u308c\u308b\u5834\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5730\u57df\u3054\u3068\u306e\u52c9\u5f37\u4f1a\u306fConnpass\u4e0a\u3067\u544a\u77e5\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/connpass.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">MongoDB Japan User Group<\/a><\/strong>\uff08connpass\u4e0a\u3067\u968f\u6642\u958b\u50ac\uff09\uff1a\u56fd\u5185\u306eMongoDB\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u81ea\u4e3b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u3059\u3002\u5b9f\u52d9\u4e8b\u4f8b\u306e\u5171\u6709\u3084\u6280\u8853\u7684\u306a\u8cea\u7591\u5fdc\u7b54\u304c\u884c\u308f\u308c\u3066\u304a\u308a\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5f62\u6210\u306b\u3082\u6709\u52b9\u3067\u3059\u3002Connpass\u3067\u300cMongoDB\u300d\u3068\u691c\u7d22\u3059\u308b\u3068\u6700\u65b0\u306e\u958b\u50ac\u60c5\u5831\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/redis.io\/events\/\" target=\"_blank\" rel=\"noreferrer noopener\">Redis Community Events<\/a><\/strong>\uff08redis.io\uff09\uff1aRedis\u516c\u5f0f\u306b\u3088\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30fb\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\u6280\u8853\u30a4\u30d9\u30f3\u30c8\u3067\u3059\u3002\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fbJSON\u30fb\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u7b49\u306eRedis\u62e1\u5f35\u6a5f\u80fd\u306e\u60c5\u5831\u53ce\u96c6\u3084\u3001AI\u3068NoSQL\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6700\u65b0\u52d5\u5411\u3092\u628a\u63e1\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001\u5404\u30a4\u30d9\u30f3\u30c8\u306e2026\u5e74\u65e5\u7a0b\u30fb\u958b\u50ac\u5f62\u5f0f\u306b\u3064\u3044\u3066\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u6700\u65b0\u60c5\u5831\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<!-- ===================================================== -->\n<!-- Section 7: \u307e\u3068\u3081 -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-7-\u307e\u3068\u3081\">7. \u307e\u3068\u3081<\/h2>\n\n\n\n<p>NoSQL\u3092\u300cSQL\u306e\u4ee3\u66ff\u300d\u3068\u601d\u3063\u3066\u3044\u305f\u3068\u3057\u305f\u3089\u3001\u305d\u308c\u306f\u8aa4\u89e3\u3067\u3059\u3002\u8a2d\u8a08\u601d\u60f3\u304c\u9055\u3046\u3060\u3051\u3067\u3001\u5bfe\u7acb\u3067\u306f\u306a\u3044\u3002\u305d\u306e\u7406\u89e3\u304c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u9078\u629e\u80a2\u3092\u5e83\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n\n<div style=\"background:linear-gradient(135deg,#fdf8ee 0%,#fffdf5 100%); border:2px solid #f9be00; border-radius:12px; padding:1.5em 2em 1.75em; margin:1.5em 0 2em;\">\n  <ul style=\"margin:0; padding:0; list-style:none !important;\">\n    <li style=\"list-style:none !important; padding:0.6em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:12px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:20px; flex-shrink:0; line-height:1.4;\">\u2605<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.8;\"><strong>NoSQL\u306fRDB\u3068\u88dc\u5b8c\u95a2\u4fc2\u306b\u3042\u308b\u6280\u8853\u3067\u3059\u3002<\/strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u30fbKVS\u578b\u30fb\u30ab\u30e9\u30e0\u30d5\u30a1\u30df\u30ea\u30fc\u578b\u30fb\u30b0\u30e9\u30d5\u578b\u306e4\u7a2e\u5225\u3092\u7406\u89e3\u3057\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u9078\u629e\u3067\u304d\u308b\u3053\u3068\u304c\u8a55\u4fa1\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.6em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:12px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:20px; flex-shrink:0; line-height:1.4;\">\u2605<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.8;\"><strong>\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u306e\u5831\u916c\u306f\u7d4c\u9a13\u3068\u7d44\u307f\u5408\u308f\u305b\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/strong>MongoDB\u5358\u4f53\u3088\u308a\u300cMongoDB \u00d7 AWS \u00d7 Node.js\u300d\u306e\u3088\u3046\u306a\u30b9\u30ad\u30eb\u306e\u639b\u3051\u7b97\u304c\u6848\u4ef6\u6570\u3068\u5831\u916c\u5358\u4fa1\u306e\u4e21\u65b9\u3092\u5f15\u304d\u4e0a\u3052\u307e\u3059\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.6em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:12px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:20px; flex-shrink:0; line-height:1.4;\">\u2605<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.8;\"><strong>\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9NoSQL\u306e\u7fd2\u5f97\u304c\u30ea\u30e2\u30fc\u30c8\u6848\u4ef6\u3078\u306e\u8fd1\u9053\u3067\u3059\u3002<\/strong>DynamoDB\u30fbMongoDB Atlas\u306a\u3069\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u7d4c\u9a13\u304c\u3042\u308b\u3068\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6848\u4ef6\u3078\u306e\u53c2\u753b\u30cf\u30fc\u30c9\u30eb\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.6em 0; border-bottom:1px dashed #e8dfc8; display:flex; align-items:flex-start; gap:12px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:20px; flex-shrink:0; line-height:1.4;\">\u2605<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.8;\"><strong>\u8a2d\u8a08\u529b\u3068\u5224\u65ad\u529b\u304c\u4e2d\u9577\u671f\u306e\u5e02\u5834\u4fa1\u5024\u3092\u3064\u304f\u308a\u307e\u3059\u3002<\/strong>\u300c\u3069\u306eDB\u3092\u9078\u3076\u304b\u300d\u3092\u6839\u62e0\u3092\u6301\u3063\u3066\u8aac\u660e\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u30cb\u30fc\u30ba\u306f\u3001DX\u63a8\u9032\u304c\u7d9a\u304f\u9650\u308a\u6e1b\u308a\u307e\u305b\u3093\u3002<\/span>\n    <\/li>\n    <li style=\"list-style:none !important; padding:0.6em 0; display:flex; align-items:flex-start; gap:12px;\">\n      <span style=\"color:#f9be00; font-weight:900; font-size:20px; flex-shrink:0; line-height:1.4;\">\u2605<\/span>\n      <span style=\"color:#00273F; font-size:15px; line-height:1.8;\"><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u53c2\u52a0\u304c\u60c5\u5831\u53ce\u96c6\u3068\u30ad\u30e3\u30ea\u30a2\u5f62\u6210\u3092\u52a0\u901f\u3057\u307e\u3059\u3002<\/strong>MongoDB.local\u3001JAWS-UG\u7b49\u306e\u6280\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u5b9a\u671f\u7684\u306b\u53c2\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u524d\u7dda\u306e\u6280\u8853\u60c5\u5831\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u624b\u306b\u5165\u308a\u307e\u3059\u3002<\/span>\n    <\/li>\n  <\/ul>\n<\/div>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6559\u79d1\u66f8\u304c\u6b63\u3057\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u3002\u6642\u4ee3\u306e\u554f\u3044\u304c\u5909\u308f\u308a\u3001\u7b54\u3048\u3082\u5909\u308f\u3063\u305f\u3002NoSQL\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u6b21\u306e\u554f\u3044\u306b\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u672b\u5c3eCTA\u30dc\u30c3\u30af\u30b9 ===== -->\n\n<div style=\"background:linear-gradient(160deg,#fef08a 0%,#fcd34d 50%,#f9be00 100%); border-radius:16px; padding:2.5em 2em; margin:2.5em 0; text-align:center; box-shadow:0 4px 20px rgba(249,190,0,0.3);\">\n  <p style=\"font-size:18px; font-weight:700; color:#00273F; margin:0 0 0.5em 0; letter-spacing:0.05em;\">Remogu\uff08\u30ea\u30e2\u30b0\uff09\u3067\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6848\u4ef6\u3092\u63a2\u3059<\/p>\n  <p style=\"font-size:14px; color:#00273F; margin:0 0 1.5em 0; line-height:1.8;\">Remogu\u306f\u3001\u682a\u5f0f\u4f1a\u793eLASSIC\u304c\u904b\u55b6\u3059\u308bIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u7279\u5316\u3057\u305f\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u6848\u4ef6\u30b5\u30a4\u30c8\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b5\u30fc\u30d3\u30b9\uff09\u3067\u3059\u3002MongoDB\u30fbRedis\u30fbDynamoDB\u306a\u3069NoSQL\u6848\u4ef6\u3092\u542b\u3080\u591a\u6570\u306e\u516c\u958b\u6848\u4ef6\u3092\u4fdd\u6709\u3057\u3066\u304a\u308a\u3001\u5730\u65b9\u5728\u4f4f\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u5834\u6240\u306b\u3068\u3089\u308f\u308c\u305a\u6771\u4eac\u30fb\u5927\u962a\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u3092\u7372\u5f97\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n  <a href=\"https:\/\/remogu.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"display:inline-block; background-color:#f59e0b; color:#ffffff; font-size:17px; font-weight:700; padding:0.85em 2.5em; border-radius:50px; text-decoration:none; letter-spacing:0.05em; box-shadow:0 4px 12px rgba(0,0,0,0.15);\">\u25bc \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6848\u4ef6\u3092\u63a2\u3059<\/a>\n  <p style=\"font-size:13px; color:#00273F; margin:1em 0 0 0; letter-spacing:0;\">\u4f1a\u54e1\u767b\u9332\u7121\u6599 \uff0f \u6848\u4ef6\u95b2\u89a7\u30fb\u76f8\u8ac7\u306f\u7121\u6599\u3067\u3059<\/p>\n<\/div>\n\n\n<!-- ===================================================== -->\n<!-- Section 8: FAQ -->\n<!-- ===================================================== -->\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-8-\u3088\u304f\u3042\u308b\u8cea\u554ffaq\">8. \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-16-q1-nosql\u306fsql\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5b66\u3079\u307e\u3059\u304b\">Q1. NoSQL\u306fSQL\uff08RDB\uff09\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5b66\u3079\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u5b66\u3076\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001RDB\u306e\u57fa\u790e\u77e5\u8b58\u304c\u3042\u308b\u3068NoSQL\u306e\u8a2d\u8a08\u4e0a\u306e\u5224\u65ad\uff08\u300c\u306a\u305c\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u306a\u306e\u304b\u300d\u300c\u306a\u305cACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308b\u306e\u304b\u300d\uff09\u3092\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u3067\u306f\u3001RDB\u3068NoSQL\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u69cb\u6210\u304c\u591a\u3044\u305f\u3081\u3001RDB\u306e\u57fa\u790e\u3092\u4e26\u884c\u3057\u3066\u5b66\u3076\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-17-q2-\u3069\u306edb\u304b\u3089\u5b66\u3076\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u304b\">Q2. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306b\u306a\u308b\u306b\u306f\u3001\u3069\u306eDB\u304b\u3089\u5b66\u3076\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u6848\u4ef6\u6570\u3068\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u306e\u8c4a\u5bcc\u3055\u304b\u3089\u3001\u6700\u521d\u306fMongoDB\u307e\u305f\u306fRedis\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002MongoDB\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u306e\u4ee3\u8868\u683c\u3067Web\u30a2\u30d7\u30ea\u6848\u4ef6\u306b\u591a\u304f\u3001Redis\u306f\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3068\u3057\u3066\u65e2\u5b58\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u306e\u8ffd\u52a0\u7d4c\u9a13\u304c\u7a4d\u307f\u3084\u3059\u3044DB\u3067\u3059\u30022\u88fd\u54c1\u3092\u4e26\u884c\u3057\u3066\u5b66\u3073\u3001\u305d\u306e\u5f8cAWS\u306eDynamoDB\u3092\u52a0\u3048\u308b\u3068\u6848\u4ef6\u306e\u9078\u629e\u80a2\u304c\u5927\u304d\u304f\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-18-q3-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6848\u4ef6\u306f\u591a\u3044\u3067\u3059\u304b\">Q3. NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u306f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u304c\u591a\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9NoSQL\uff08DynamoDB\u30fbMongoDB Atlas\u7b49\uff09\u3092\u6271\u3046\u6848\u4ef6\u306f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u7387\u304c\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u958b\u767a\u304c\u524d\u63d0\u3068\u306a\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u7269\u7406\u7684\u306a\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u4e0d\u8981\u306a\u305f\u3081\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5bfe\u5fdc\u306e\u6848\u4ef6\u304c\u4e2d\u5fc3\u3067\u3059\u3002Remogu\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6848\u4ef6\u3092\u5c02\u9580\u306b\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-19-q4-2030\u5e74\u4ee5\u964d\u306e\u5e02\u5834\u306f\u7e2e\u5c0f\u3057\u307e\u305b\u3093\u304b\">Q4. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e2030\u5e74\u4ee5\u964d\u306e\u5e02\u5834\u306f\u7e2e\u5c0f\u3057\u307e\u305b\u3093\u304b\uff1f<\/h3>\n\n\n\n<p>\u7d4c\u6e08\u7523\u696d\u7701\u304c\u516c\u958b\u3059\u308bDX\u95a2\u9023\u30ec\u30dd\u30fc\u30c8\u306f\u30012030\u5e74\u306b\u5411\u3051\u3066IT\u4eba\u6750\u4e0d\u8db3\u304c\u7d99\u7d9a\u3059\u308b\u3068\u6307\u6458\u3057\u3066\u304a\u308a<sup>10<\/sup>\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u30fb\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306b\u5bfe\u3059\u308b\u9700\u8981\u306f\u5f15\u304d\u7d9a\u304d\u9ad8\u3044\u898b\u901a\u3057\u3067\u3059\u3002NoSQL\u81ea\u4f53\u306f\u67af\u308c\u305f\u6280\u8853\u3067\u306f\u306a\u304f\u3001AI\u3068\u306e\u7d71\u5408\uff08Redis\u30fbMongoDB\u3078\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u6a5f\u80fd\u306e\u8ffd\u52a0\u7b49\uff09\u306a\u3069\u9032\u5316\u304c\u7d9a\u3044\u3066\u304a\u308a\u3001\u9700\u8981\u304c\u6025\u6e1b\u3059\u308b\u8981\u56e0\u306f\u73fe\u6642\u70b9\u3067\u306f\u898b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n<!-- ===== FAQ JSON-LD ===== -->\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"NoSQL\u306fSQL\uff08RDB\uff09\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5b66\u3079\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u5b66\u3076\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001RDB\u306e\u57fa\u790e\u77e5\u8b58\u304c\u3042\u308b\u3068NoSQL\u306e\u8a2d\u8a08\u4e0a\u306e\u5224\u65ad\u3092\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u3067\u306f\u3001RDB\u3068NoSQL\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u69cb\u6210\u304c\u591a\u3044\u305f\u3081\u3001RDB\u306e\u57fa\u790e\u3092\u4e26\u884c\u3057\u3066\u5b66\u3076\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306b\u306a\u308b\u306b\u306f\u3001\u3069\u306eDB\u304b\u3089\u5b66\u3076\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6848\u4ef6\u6570\u3068\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u306e\u8c4a\u5bcc\u3055\u304b\u3089\u3001\u6700\u521d\u306fMongoDB\u307e\u305f\u306fRedis\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002MongoDB\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u306e\u4ee3\u8868\u683c\u3067Web\u30a2\u30d7\u30ea\u6848\u4ef6\u306b\u591a\u304f\u3001Redis\u306f\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3068\u3057\u3066\u7d4c\u9a13\u304c\u7a4d\u307f\u3084\u3059\u3044DB\u3067\u3059\u30022\u88fd\u54c1\u3092\u4e26\u884c\u3057\u3066\u5b66\u3073\u3001\u305d\u306e\u5f8cAWS\u306eDynamoDB\u3092\u52a0\u3048\u308b\u3068\u6848\u4ef6\u306e\u9078\u629e\u80a2\u304c\u5927\u304d\u304f\u5e83\u304c\u308a\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"NoSQL\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u306f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u304c\u591a\u3044\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30af\u30e9\u30a6\u30c9\u30de\u30cd\u30fc\u30b8\u30c9NoSQL\uff08DynamoDB\u30fbMongoDB Atlas\u7b49\uff09\u3092\u6271\u3046\u6848\u4ef6\u306f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u7387\u304c\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u958b\u767a\u304c\u524d\u63d0\u3068\u306a\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5bfe\u5fdc\u306e\u6848\u4ef6\u304c\u4e2d\u5fc3\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e2030\u5e74\u4ee5\u964d\u306e\u5e02\u5834\u306f\u7e2e\u5c0f\u3057\u307e\u305b\u3093\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u7d4c\u6e08\u7523\u696d\u7701\u306eDX\u95a2\u9023\u30ec\u30dd\u30fc\u30c8\u306f2030\u5e74\u306b\u5411\u3051\u3066IT\u4eba\u6750\u4e0d\u8db3\u304c\u7d99\u7d9a\u3059\u308b\u3068\u6307\u6458\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u30fb\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306b\u5bfe\u3059\u308b\u9700\u8981\u306f\u5f15\u304d\u7d9a\u304d\u9ad8\u3044\u898b\u901a\u3057\u3067\u3059\u3002NoSQL\u81ea\u4f53\u3082AI\u3068\u306e\u7d71\u5408\u306a\u3069\u9032\u5316\u304c\u7d9a\u3044\u3066\u304a\u308a\u3001\u9700\u8981\u304c\u6025\u6e1b\u3059\u308b\u8981\u56e0\u306f\u73fe\u6642\u70b9\u3067\u306f\u898b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002\"\n      }\n    }\n  ]\n}\n<\/script>\n\n\n<!-- ===================================================== -->\n<!-- \u53c2\u7167\u5143\uff08bold\u8868\u8a18\u3001h3\u306a\u3057\uff09 -->\n<!-- ===================================================== -->\n\n<p><strong>\u53c2\u7167\u5143<\/strong><\/p>\n\n\n\n<p class=\"has-small-font-size\">1. Fay Chang et al., <a href=\"https:\/\/research.google\/pubs\/pub27898\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u300cBigtable: A Distributed Storage System for Structured Data\u300d<\/a>Google, 2006\uff08research.google\uff09<\/p>\n\n\n\n<p class=\"has-small-font-size\">2. Giuseppe DeCandia et al., <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/1294261.1294281\" target=\"_blank\" rel=\"noreferrer noopener\">\u300cDynamo: Amazon&#8217;s Highly Available Key-value Store\u300d<\/a>Amazon Web Services, 2007\uff08ACM Digital Library\uff09<\/p>\n\n\n\n<p class=\"has-small-font-size\">3. <a href=\"https:\/\/db-engines.com\/en\/ranking\" target=\"_blank\" rel=\"noreferrer noopener\">DB-Engines Ranking<\/a>\uff08db-engines.com\uff09MongoDB\u306fDocument Store\u30ab\u30c6\u30b4\u30ea\u3067NoSQL\u88fd\u54c1\u3068\u3057\u3066\u7d99\u7d9a\u7684\u306b\u4e0a\u4f4d\u3092\u7dad\u6301<\/p>\n\n\n\n<p class=\"has-small-font-size\">4. <a href=\"https:\/\/survey.stackoverflow.co\/2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">Stack Overflow Developer Survey 2024<\/a>\uff08survey.stackoverflow.co\uff09&#8221;Most popular databases&#8221; \u30bb\u30af\u30b7\u30e7\u30f3\u53c2\u7167<\/p>\n\n\n\n<p class=\"has-small-font-size\">5. <a href=\"https:\/\/aws.amazon.com\/jp\/dynamodb\/\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon DynamoDB \u516c\u5f0f\u30da\u30fc\u30b8<\/a>\uff08aws.amazon.com\uff09<\/p>\n\n\n\n<p class=\"has-small-font-size\">6. <a href=\"https:\/\/cassandra.apache.org\/case-studies\/\" target=\"_blank\" rel=\"noreferrer noopener\">Apache Cassandra Case Studies<\/a>\uff08cassandra.apache.org\uff09Netflix\u30fbApple\u30fbInstagram\u7b49\u306e\u63a1\u7528\u4e8b\u4f8b\u3092\u63b2\u8f09<\/p>\n\n\n\n<p class=\"has-small-font-size\">7. <a href=\"https:\/\/www.mongodb.com\/customers\" target=\"_blank\" rel=\"noreferrer noopener\">MongoDB Customers<\/a>\uff08mongodb.com\uff09Airbnb\u7b49\u306e\u5c0e\u5165\u4e8b\u4f8b\u3092\u63b2\u8f09<\/p>\n\n\n\n<p class=\"has-small-font-size\">8. <a href=\"https:\/\/redis.io\/blog\/\" target=\"_blank\" rel=\"noreferrer noopener\">Redis Engineering Blog<\/a>\uff08redis.io\uff09Twitter\u7b49\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u6d3b\u7528\u4e8b\u4f8b\u3092\u63b2\u8f09<\/p>\n\n\n\n<p class=\"has-small-font-size\">9. <a href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/r05.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c5\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\u7b2c2\u90e8 \u60c5\u5831\u901a\u4fe1\u306e\u73fe\u6cc1\uff08soumu.go.jp\uff09<\/p>\n\n\n\n<p class=\"has-small-font-size\">10. <a href=\"https:\/\/www.ipa.go.jp\/publish\/wp-dx\/dx-2023.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u7d4c\u6e08\u7523\u696d\u7701\u300cDX\u767d\u66f82023\u300d<\/a>\u72ec\u7acb\u884c\u653f\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff08IPA\uff09\uff08ipa.go.jp\uff09<\/p>\n\n\n\n<p class=\"has-small-font-size\">\u00a9 LASSIC Co., Ltd. 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