{"id":50690,"date":"2019-08-07T00:00:00","date_gmt":"2019-08-07T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/%e6%9c%aa%e5%88%86%e9%a1%9e\/practical-introduction-to-time-series-databases-and-time-series-data\/"},"modified":"2025-11-14T07:53:54","modified_gmt":"2025-11-14T15:53:54","slug":"practical-introduction-to-time-series-databases-and-time-series-data","status":"publish","type":"post","link":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/practical-introduction-to-time-series-databases-and-time-series-data\/","title":{"rendered":"\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u7d39\u4ecb\uff08\u5b9f\u8df5\u7de8\uff09"},"content":{"rendered":"<p>2017\u5e74\u306b\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u5b66\u8853\u7684\u306a\u6027\u8cea\u306b\u95a2\u3059\u308b<a href=\"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/time-series-data-griddb\/\">\u30d6\u30ed\u30b0<\/a>\u3092\u6295\u7a3f\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u30012017\u5e74\u306e\u30d6\u30ed\u30b0\u306b\u5f15\u304d\u7d9a\u304d\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u305d\u306e\u4e2d\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u5b9f\u8df5\u7684\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><script type=\"text\/javascript\" src=\"https:\/\/ssl.gstatic.com\/trends_nrtr\/1845_RC03\/embed_loader.js\"><\/script> <script type=\"text\/javascript\"> trends.embed.renderExploreWidget(\"TIMESERIES\", {\"comparisonItem\":[{\"keyword\":\"time series database\",\"geo\":\"\",\"time\":\"2004-01-01 2019-07-30\"}],\"category\":0,\"property\":\"\"}, {\"exploreQuery\":\"date=all&q=time%20series%20database\",\"guestPath\":\"https:\/\/trends.google.com:443\/trends\/embed\/\"}); <\/script><\/p>\n<p><a href=\"https:\/\/trends.google.com\/trends\/explore?date=all&#038;q=time%20series%20database\">Google\u30c8\u30ec\u30f3\u30c9\u30c1\u30e3\u30fc\u30c8<\/a>\u3092\u898b\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u30b7\u30b9\u30c6\u30e0\u306e\u9032\u6b69\u3068\u8fd1\u5e74\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u9769\u547d\u306b\u3088\u308a\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u95a2\u5fc3\u304c\u518d\u3073\u9ad8\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u63a8\u6e2c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n<p>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306f\u3001\u6642\u9593\u60c5\u5831\uff08\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\uff09\u304c\u8a18\u9332\u3055\u308c\u305f\u30c7\u30fc\u30bf\u307e\u305f\u306f\u305d\u306e\u6642\u70b9\u3067\u767a\u751f\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u4e00\u9023\u306e\u5024\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u306e\u9593\u9694\u306f\u3001\u5b9a\u671f\u7684\u306a\u9593\u9694\u3068\u5909\u52d5\u3059\u308b\u9593\u9694\u3069\u3061\u3089\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u6e29\u5ea6\u8a18\u9332\u306f\u8a2d\u5b9a\u3055\u308c\u305f\u6642\u9593\u3001\u6bce\u5206\u307e\u305f\u306f\u6bce\u6642\u9593\u306b\u8a18\u9332\u3055\u308c\u3001\u682a\u4fa1\u306f\u53d6\u5f15\u304c\u5b8c\u4e86\u3059\u308b\u305f\u3073\u306b\u8a18\u9332\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2019\/07\/stock-market-graphs_2560x1920-1024x768.jpg\" alt=\"\" width=\"1024\" height=\"768\" class=\"aligncenter size-large wp-image-26067\" srcset=\"\/wp-content\/uploads\/2019\/07\/stock-market-graphs_2560x1920-1024x768.jpg 1024w, \/wp-content\/uploads\/2019\/07\/stock-market-graphs_2560x1920-300x225.jpg 300w, \/wp-content\/uploads\/2019\/07\/stock-market-graphs_2560x1920-768x576.jpg 768w, \/wp-content\/uploads\/2019\/07\/stock-market-graphs_2560x1920-600x450.jpg 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306f\u901a\u5e38\u3001\u30ed\u30b0\u307e\u305f\u306f\u300c\u8ffd\u52a0\u5c02\u7528\u300d\u3067\u3042\u308a\u3001\u30ec\u30b3\u30fc\u30c9\u306f\u3001\u6709\u52b9\u671f\u9650\u304c\u5207\u308c\u305f\u5834\u5408\u306e\u524a\u9664\u3092\u9664\u304d\u3001\u3081\u3063\u305f\u306b\u66f4\u65b0\u3055\u308c\u307e\u305b\u3093\u3002 Web\u30b5\u30fc\u30d0\u30fc\u306e\u30ed\u30b0\u306e\u5024\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u307b\u3068\u3093\u3069\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u3082\u540c\u69d8\u3067\u3059\u3002<\/p>\n<p>\u5fc5\u8981\u306a\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306b\u5fdc\u3058\u3066\u3001\u500b\u3005\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u4e00\u5ea6\u306b1\u3064\u305a\u3064\u633f\u5165\u3067\u304d\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4e00\u62ec\u3067\u633f\u5165\u3055\u308c\u307e\u3059\u3002 Kafka\u306a\u3069\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u500b\u5225\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u4e00\u62ec\u3067\u633f\u5165\u3059\u308b\u305f\u3081\u306b\u30ad\u30e5\u30fc\u306b\u5165\u308c\u305f\u308a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4e00\u5b9a\u671f\u9593\u306b1\u56de\u633f\u5165\u3059\u308b\u3088\u3046\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u69cb\u6210\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n<p>\u7c21\u6f54\u306b\u8a00\u3046\u3068\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u30af\u30a8\u30ea\u306b\u7279\u5316\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u4ed6\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u512a\u308c\u305f\u6642\u9593\u95a2\u9023\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<li> <b>\u6642\u9593\u52a0\u91cd\u5e73\u5747\uff1a<\/b>\u6642\u9593\u30ec\u30b3\u30fc\u30c9\u304c\u4e0d\u898f\u5247\u306a\u9593\u9694\u3067\u633f\u5165\u3055\u308c\u308b\u3068\u3001\u901a\u5e38\u306e\u5e73\u5747\u96c6\u8a08\u306f\u8aa4\u3063\u305f\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002GridDB\u306e<a href=\"https:\/\/www.toshiba-sol.co.jp\/pro\/bigdatapf\/lineup\/GridDB\/doc\/v4_1\/docs_en\/GridDB_TechnicalReference.html#sec-4.3.5.2\">TIME_AVG<\/a> \u95a2\u6570\u306f\u6642\u9593\u52a0\u91cd\u5e73\u5747\u3067\u96c6\u8a08\u3092\u884c\u3046\u305f\u3081\u6b63\u3057\u3044\u7d50\u679c\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<li> <b>\u30bf\u30a4\u30e0\u30c0\u30a6\u30f3\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff1a<\/b>\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306f\u975e\u5e38\u306b\u9ad8\u3044\u89e3\u50cf\u5ea6\u3067\u8a18\u9332\u3055\u308c\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u305f\u3068\u3048\u3070\u30b0\u30e9\u30d5\u306b\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3059\u308b\u305f\u3081\u306b\u3001\u3088\u308a\u4f4e\u3044\u89e3\u50cf\u5ea6\u3067\u7167\u4f1a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002GridDB\u306e<a href=\" https:\/\/www.toshiba-sol.co.jp\/pro\/bigdatapf\/lineup\/GridDB\/doc\/v4_1\/docs_en\/GridDB_TechnicalReference.html#sec-4.3.6\">TIME_SAMPLING<\/a> \u95a2\u6570\u306f\u3001\u8981\u6c42\u3055\u308c\u305f\u9593\u9694\u3067\u30c7\u30fc\u30bf\u304c\u8fd4\u3055\u308c\u3001\u7279\u5b9a\u306e\u9593\u9694\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306b\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u306a\u3044\u5834\u5408\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u306f\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306e\u524d\u5f8c\u306b\u88dc\u5b8c\u3055\u308c\u307e\u3059\u3002\n<li> <b>\u3088\u308a\u7c21\u5358\u306a\u6bd4\u8f03\u6f14\u7b97\u5b50\uff1a<\/b>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u30011\u3064\u306e\u5358\u7d14\u306a\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u6bd4\u8f03\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u6587\u5b57\u5217\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u65b9\u6cd5\u3067\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<li> <b>\u5727\u7e2e\u306e\u52b9\u7387\u5316\uff1a<\/b>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u30ad\u30fc\u5024\u304c\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3067\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u5727\u7e2e\u304a\u3088\u3073\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GridDB\u306e<a href=\"https:\/\/www.toshiba-sol.co.jp\/pro\/bigdatapf\/lineup\/GridDB\/doc\/v4_1\/docs_en\/GridDB_TechnicalReference.html#sec-4.3.5.1\"> storeCompressionMode <\/a> \u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u5727\u7e2e\u3092\u6709\u52b9\u306b\u3057\u3001\u5fc5\u8981\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u6700\u59273\u500d\u524a\u6e1b\u3057\u307e\u3059\u3002\n<li> <b>\u81ea\u52d5\u7684\u306a\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u671f\u9650\u8a2d\u5b9a\uff1a<\/b>\u6642\u9593\u304c\u7d4c\u3064\u306b\u3064\u308c\u3066\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u306e\u4fa1\u5024\u304c\u306a\u304f\u306a\u3063\u305f\u308a\u3001\u4fdd\u5b58\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u3063\u305f\u308a\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001<a href=\"https:\/\/www.toshiba-sol.co.jp\/pro\/bigdatapf\/lineup\/GridDB\/doc\/v4_1\/docs_en\/GridDB_TechnicalReference.html#sec-4.3.7\">GridDB<\/a>\u304a\u3088\u3073\u4ed6\u306e\u591a\u304f\u306eTime Series\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u8a2d\u5b9a\u3055\u308c\u305f\u6642\u9593\u3088\u308a\u3082\u53e4\u3044\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30ea\u30f3\u30b0\u65b9\u5f0f\u3067\u81ea\u52d5\u7684\u306b\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\n<li> <b>\u633f\u5165\u30fb\u8ffd\u52a0\u306e\u6700\u9069\u5316\uff1a<\/b>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306f\u66f4\u65b0\u3067\u304d\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3044\u3066\u306f\u30ed\u30b0\u307e\u305f\u306f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<br \/>\n<h2>\u3069\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u304b\uff1f<\/h2>\n<p>\u307b\u307c\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u304c\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u306a\u308a\u5f97\u308b\u3068\u8a00\u3048\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u8cfc\u5165\u3057\u305f\u3044\u88fd\u54c1\u306e\u73fe\u5728\u306e\u4fa1\u683c\u3060\u3051\u3092\u6c17\u306b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u88fd\u54c1\u306e\u904e\u53bb\u306e\u4fa1\u683c\u3092\u78ba\u8a8d\u3057\u3066\u3001\u30bb\u30fc\u30eb\u306b\u306a\u308b\u307e\u3067\u5f85\u3064\u3079\u304d\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u901a\u5e38\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u308b\u88fd\u54c1\u60c5\u5831\u306f\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3059\u308b\u306e\u306b\u3082\u90e8\u5206\u7684\u306b\u9069\u3057\u3066\u3044\u308b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>Internet of Things<\/h3>\n<p>IoT(Internet of Things)\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u8a18\u9332\u3059\u308b\u4f55\u767e\u4e07\u3082\u306e\u30c7\u30d0\u30a4\u30b9\u3092\u6301\u3064\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u9593\u3067\u6700\u3082\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u8a00\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002 \u5178\u578b\u7684\u306a\u4f8b\u3068\u3057\u3066\u3001\u6e29\u5ea6\u3084\u3001\u30c9\u30a2\u306e\u30ed\u30c3\u30af\u3084\u30ed\u30c3\u30af\u89e3\u9664\u306a\u3069\u306e\u74b0\u5883\u30a4\u30d9\u30f3\u30c8\u306e\u751f\u6210\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002 \u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u8a18\u9332\u3055\u308c\u308b\u305f\u3081\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u7740\u4fe1\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4fdd\u5b58\u3001\u51e6\u7406\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002GridDB\u306eKey-Container\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306f\u3001\u5404\u30c7\u30d0\u30a4\u30b9\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u304c\u500b\u5225\u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u306b\u4fdd\u5b58\u3055\u308c\u308bIoT\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u7279\u306b\u3046\u307e\u304f\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<h3>\u91d1\u878d\u53d6\u5f15<\/h3>\n<p>\u91d1\u878d\u306e\u52d8\u5b9a\u5143\u5e33\u306f\u3001\u6642\u7cfb\u5217\u3067\u8cb8\u65b9\u30fb\u501f\u65b9\u3001\u304a\u3088\u3073\u6b8b\u9ad8\u3092\u8ffd\u8de1\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u5143\u7956\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308b\u3068\u8a00\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u9818\u53ce\u66f8\u307e\u305f\u306f\u8ca9\u58f2\u5c65\u6b74\u306b\u306f\u3059\u3079\u3066\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u682a\u5f0f\u53d6\u5f15\u3082\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u3088\u304f\u9069\u5408\u3057\u3066\u304a\u308a\u3001\u6700\u65b0\u306e\u5024\u3068\u904e\u53bb\u306e\u3059\u3079\u3066\u306e\u53d6\u5f15\u4fa1\u683c\u3068\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u3044\u305a\u308c\u3082\u304c\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2019\/07\/accounting_1920x1276-1024x681.jpeg\" alt=\"\" width=\"1024\" height=\"681\" class=\"aligncenter size-large wp-image-26068\" srcset=\"\/wp-content\/uploads\/2019\/07\/accounting_1920x1276-1024x681.jpeg 1024w, \/wp-content\/uploads\/2019\/07\/accounting_1920x1276-300x199.jpeg 300w, \/wp-content\/uploads\/2019\/07\/accounting_1920x1276-768x510.jpeg 768w, \/wp-content\/uploads\/2019\/07\/accounting_1920x1276-600x399.jpeg 600w, \/wp-content\/uploads\/2019\/07\/accounting_1920x1276.jpeg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/h3>\n<p>\u30b5\u30fc\u30d0\u30fc\u30ed\u30b0\u306f\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u6700\u3082\u5358\u7d14\u660e\u767d\u306a\u4f8b\u306e1\u3064\u3067\u3059\u304c\u3001\u4f7f\u7528\u3055\u308c\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u7a2e\u985e\u306f\u69d8\u3005\u3067\u3059\u3002 \u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u30c6\u30ec\u30e1\u30c8\u30ea\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u3092\u8abf\u3079\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u76e3\u8996\u3057\u3066\u3001\u30d4\u30fc\u30af\u3068\u30c8\u30e9\u30d5\u306e\u4f7f\u7528\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u7ba1\u7406\u8005\u304c\u5bb9\u91cf\u304c\u5341\u5206\u3067\u3042\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u7570\u5e38\u304c\u306a\u3044\u304b\u8abf\u3079\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u7528\u3059\u308b\u304b\uff1f<\/h2>\n<p>\u3053\u3053\u307e\u3067\u306b\u3001\u306a\u305c\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u91cd\u8981\u3067\u3042\u308b\u304b\u306e\u7406\u7531\u3068\u3001\u3069\u306e\u3088\u3046\u306a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u304c\u4f7f\u308f\u308c\u308b\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u7528\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<li><b>\u8acb\u6c42\u30fb\u30ec\u30dd\u30fc\u30c8\uff1a<\/b>\u8acb\u6c42\u66f8\u3084\u30ec\u30dd\u30fc\u30c8\u3092\u51fa\u3059\u5834\u5408\u3001\u591a\u304f\u306f\u30e1\u30c8\u30ea\u30c3\u30af\u306eSUM\u307e\u305f\u306fCOUNT\u3092\u8a08\u7b97\u3059\u308b\u96c6\u8a08\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u30ec\u30dd\u30fc\u30c8\u307e\u305f\u306f\u8acb\u6c42\u66f8\u306f\u5b9a\u671f\u7684\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002\n<li> <b>\u8996\u899a\u5316\uff1a<\/b>\u6642\u7cfb\u5217\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u3001\u682a\u5f0f\u5e02\u5834\u3084\u6c17\u8c61\u60c5\u5831\u306a\u3069\u306e\u69d8\u3005\u306a\u7a2e\u985e\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u3001\u8996\u899a\u5316\u3057\u3066\u65e5\u3005\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e1\u3064\u3067\u3059\u3002\n<li><b>\u30a2\u30e9\u30fc\u30c8\uff1a<\/b>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u3068\u3001\u6240\u5b9a\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3092\u4ecb\u3057\u3066\u30a2\u30e9\u30fc\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u4e00\u822c\u7684\u306a\u4f8b\u306e1\u3064\u3068\u3057\u3066\u3001\u30de\u30b7\u30f3\u30bb\u30f3\u30b5\u30fc\u3092\u76e3\u8996\u3057\u3001\u5024\u304c\u901a\u5e38\u306e\u52d5\u4f5c\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u3066\u3044\u308b\u5834\u5408\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b9\u30bf\u30c3\u30d5\u306b\u8b66\u544a\u3092\u9001\u4fe1\u3059\u308b\u3001Industrial IoT\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n<h2> \u6642\u7cfb\u5217\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f8b<\/h2>\n<p>\n\u3053\u3053\u307e\u3067\u3067\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u304c\u307f\u306a\u3055\u3093\u304c\u5f53\u521d\u60f3\u50cf\u3057\u3066\u3044\u305f\u3088\u308a\u3082\u91cd\u8981\u306a\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u304a\u5206\u304b\u308a\u3044\u305f\u3060\u3051\u305f\u3067\u3057\u3087\u3046\u304b\u3002IoT\u306e\u65b0\u8208\u7523\u696d\u306f\u5168\u4f53\u7684\u306b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001<a href=\"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/griddb-automotive\/\" rel=\"noopener noreferrer\" target=\"_blank\">\u8eca\u4e21\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0<\/a>\u3092\u69cb\u7bc9\u3057\u305f\u308a\u3001\u3042\u308b\u3044\u306f<a href=\"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/three-examples-griddb-iot-industry\/\" rel=\"noopener noreferrer\" target=\"_blank\">\u6b21\u4e16\u4ee3\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3<\/a>\u3092\u8a08\u753b\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3068\u305d\u306e\u7ba1\u7406\u304c\u3001\u3059\u3079\u3066\u3092\u9069\u5207\u304b\u3064\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u7d20\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\n<\/p>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u65b0\u8208\u7523\u696d\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u6700\u65b0\u306e\u30ed\u30ae\u30f3\u30b0\u30fb\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u307e\u3059\u307e\u3059\u8907\u96d1\u306b\u306a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u6d88\u8cbb\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305f\u3068\u3048\u3070\u3001<a href=\"https:\/\/grafana.com\/\" rel=\"noopener noreferrer\" 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