{"id":1458,"date":"2021-11-12T03:05:17","date_gmt":"2021-11-11T18:05:17","guid":{"rendered":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/?p=1458"},"modified":"2022-02-25T10:41:54","modified_gmt":"2022-02-25T01:41:54","slug":"eight-rules-of-parallel-programing","status":"publish","type":"post","link":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2021\/11\/12\/eight-rules-of-parallel-programing\/","title":{"rendered":"\u30de\u30eb\u30c1\u30b3\u30a2\u5411\u3051\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb"},"content":{"rendered":"<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u3053\u3067\u306f\u3001 \u30de\u30eb\u30c1\u30b3\u30a2 \u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u6210\u529f\u3059\u308b\u305f\u3081\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 1: Think Parallel (\u4e26\u5217\u5316\u3092\u8003\u3048\u308b)<\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u4e26\u5217\u51e6\u7406\u3092\u610f\u8b58\u3057\u306a\u304c\u3089\u3001 \u3059\u3079\u3066\u306e\u554f\u984c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3057\u307e\u3059\u3002 \u4e26\u5217\u5316\u306e\u5834\u6240\u3092\u7406\u89e3\u3057\u3001 \u305d\u308c\u3092\u9069\u7528\u3059\u308b\u8003\u3048\u3092\u6574\u7406\u3057\u307e\u3059\u3002 \u305d\u306e\u4ed6\u306e\u8a2d\u8a08\u3084\u5b9f\u88c5\u306e\u6c7a\u5b9a\u3092\u4e0b\u3059\u524d\u306b\u3001 \u6700\u3082\u826f\u3044\u4e26\u5217\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u300cThink Parallel\u300d \u4e26\u5217\u51e6\u7406\u306e\u601d\u8003\u3092\u8eab\u306b\u3064\u3051\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 2: \u62bd\u8c61\u5316\u3092\u4f7f\u7528\u3057\u3066\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3059\u308b<\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u4e26\u5217\u5316\u3092\u8868\u73fe\u3059\u308b\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001 \u30b9\u30ec\u30c3\u30c9\u3084\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc \u30fb\u30b3\u30a2\u3092\u7ba1\u7406\u3059\u308b\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u3092\u907f\u3051\u307e\u3059\u3002 \u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3001 OpenMP*\u3001 \u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30b9\u30ec\u30c3\u30c7\u30a3\u30f3\u30b0 \u30fb \u30d3\u30eb\u30c7\u30a3\u30f3\u30b0 \u30fb\u30d6\u30ed\u30c3\u30af\u306a\u3069\u306f\u3001 \u3059\u3079\u3066\u62bd\u8c61\u5316\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4f8b\u3067\u3059\u3002 \u30cd\u30a4\u30c6\u30a3\u30d6\u30b9\u30ec\u30c3\u30c9 (pthreads*\u3001 Windows* \u30b9\u30ec\u30c3\u30c9\u3001 Boost \u30b9\u30ec\u30c3\u30c9\u306a\u3069) \u306f\u4f7f\u7528\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u30cd\u30a4\u30c6\u30a3\u30d6 \u30fb\u30b9\u30ec\u30c3\u30c9 \u30fb \u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u306f\u3001 \u4e26\u5217\u5316\u306e\u30a2\u30bb\u30f3\u30d6\u30ea\u30fc\u8a00\u8a9e\u3067\u3059\u3002 \u3053\u308c\u3089\u306f\u6700\u3082\u67d4\u8edf\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001 \u8a18\u8ff0\u3001 \u30c7\u30d0\u30c3\u30b0\u3001 \u4fdd\u5b88\u306b\u591a\u5927\u306a\u6642\u9593\u304c\u5fc5\u8981\u3067\u3059\u3002 \u30b9\u30ec\u30c3\u30c9\u7ba1\u7406\u3084\u30b3\u30a2\u7ba1\u7406\u3092\u884c\u3046\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u306f\u306a\u304f\u3001 \u554f\u984c\u306b\u5bfe\u5fdc\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u884c\u3048\u308b\u3088\u3046\u3001 \u30b3\u30fc\u30c9\u306f\u5341\u5206\u306b\u30ec\u30d9\u30eb\u306e\u9ad8\u3044\u3082\u306e\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 3: \u30b9\u30ec\u30c3\u30c9 (core: \u30b3\u30a2) \u3067\u306f\u306a\u304f\u3001 \u30bf\u30b9\u30af (chore: \u4ed5\u4e8b) \u3092\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3059\u308b\u00a0<\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b9\u30ec\u30c3\u30c9\u3084\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc \u30fb\u30b3\u30a2\u3078\u306e\u30bf\u30b9\u30af\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001 \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e2d\u3067\u660e\u78ba\u306b\u5206\u96e2\u3055\u308c\u305f\u51e6\u7406\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002 \u4f7f\u7528\u3059\u308b\u62bd\u8c61\u5316\u306f\u3001 \u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e\u4ee3\u308f\u308a\u306b\u30b9\u30ec\u30c3\u30c9 \/ \u30b3\u30a2\u7ba1\u7406\u3092\u884c\u3063\u3066\u304f\u308c\u308b\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u3067\u3057\u3087\u3046\u3002 \u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u306f\u591a\u304f\u306e\u30bf\u30b9\u30af\u3001 \u307e\u305f\u306f\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc \u30fb\u30b3\u30a2\u9593\u3067\u81ea\u52d5\u3067\u51e6\u7406\u3055\u308c\u308b\u30bf\u30b9\u30af (OpenMP* \u30eb\u30fc\u30d7\u306a\u3069) \u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001 \u30aa\u30fc\u30d0\u30fc\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u3092\u5fc3\u914d\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u81ea\u7531\u306b\u53ef\u80fd\u306a\u9650\u308a\u591a\u304f\u306e\u51e6\u7406\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 4: \u4e26\u5217\u51e6\u7406\u3092\u30aa\u30d5\u306b\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u3066\u8a2d\u8a08\u3059\u308b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30c7\u30d0\u30c3\u30b0\u4f5c\u696d\u3092\u7c21\u5358\u306b\u3059\u308b\u306b\u306f\u3001 \u4e26\u5217\u51e6\u7406\u3092\u884c\u308f\u305a\u306b\u5b9f\u884c\u3067\u304d\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u30c7\u30d0\u30c3\u30b0\u306e\u969b\u306b\u3001\u6700\u521d\u306f\u4e26\u5217\u51e6\u7406\u3092\u30aa\u30f3\u306b\u3057\u3066\u5b9f\u884c\u3057\u3001 \u305d\u306e\u5f8c\u30aa\u30d5\u306b\u3059\u308b\u3053\u3068\u3067\u3001 \u4e21\u65b9\u306e\u5b9f\u884c\u3067\u5931\u6557\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u8abf\u67fb\u3067\u304d\u307e\u3059\u3002 \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4e26\u5217\u5b9f\u884c\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001 \u4e00\u822c\u7684\u306a\u554f\u984c\u306f\u8a3a\u65ad\u304c\u3057\u3084\u3059\u304f\u3001 \u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3067\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001 \u30c7\u30d0\u30c3\u30b0\u304c\u7c21\u5358\u3067\u3059\u3002 \u4e26\u5217\u5b9f\u884c\u6642\u306e\u307f\u4e0d\u5177\u5408\u304c\u751f\u3058\u308b\u3053\u3068\u304c\u5206\u304b\u308c\u3070\u3001 \u8ffd\u8de1\u4e2d\u306e\u4e0d\u5177\u5408\u304c\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306e\u3082\u306e\u304b\u3092\u7279\u5b9a\u3059\u308b\u624b\u304c\u304b\u308a\u306b\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u30eb\u30fc\u30eb\u3092\u7121\u8996\u3057\u3066\u3001 \u30b7\u30f3\u30b0\u30eb\u30b9\u30ec\u30c3\u30c9\u3067\u5b9f\u884c\u3067\u304d\u306a\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u305f\u5834\u5408\u3001 \u30c7\u30d0\u30c3\u30b0\u4f5c\u696d\u306b\u904e\u5ea6\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002 \u30b7\u30f3\u30b0\u30eb\u30b9\u30ec\u30c3\u30c9\u306e\u5b9f\u884c\u306f\u30c7\u30d0\u30c3\u30b0\u7528\u306b\u306e\u307f\u5fc5\u8981\u306a\u305f\u3081\u3001 \u52b9\u7387\u7684\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u300cProducer-Consumer (\u751f\u7523\u8005 &#8211; \u6d88\u8cbb\u8005)\u300d\u30e2\u30c7\u30eb\u306a\u3069\u3001 \u4e26\u884c\u51e6\u7406\u304c\u6b63\u3057\u304f\u52d5\u4f5c\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u3092\u907f\u3051\u308c\u3070\u826f\u3044\u3060\u3051\u3067\u3059\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 5: \u30ed\u30c3\u30af\u306e\u4f7f\u7528\u3092\u907f\u3051\u308b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30ed\u30c3\u30af\u306f\u6975\u529b\u4f7f\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002 \u30ed\u30c3\u30af\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u4f4e\u4e0b\u3055\u305b\u3001 \u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3092\u6e1b\u5c11\u3055\u305b\u3001 \u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30e0\u4e2d\u306e\u591a\u304f\u306e\u4e0d\u5177\u5408\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002 \u554f\u984c\u306e\u89e3\u6c7a\u306b\u306f\u3001 \u6697\u9ed9\u7684\u306a\u540c\u671f\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u660e\u793a\u7684\u306a\u540c\u671f\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001 \u30a2\u30c8\u30df\u30c3\u30af\u64cd\u4f5c\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u30ed\u30c3\u30af\u306f\u3001 \u6700\u7d42\u624b\u6bb5\u3068\u3057\u3066\u306e\u307f\u4f7f\u7528\u3057\u307e\u3059\u3002\u30ed\u30c3\u30af\u306e\u5fc5\u8981\u304c\u306a\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a2d\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 6: \u4e26\u5217\u5316\u306b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u4f7f\u7528\u3059\u308b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u53e4\u3044\u30c4\u30fc\u30eb\u3067 \u300c\u9811\u5f35\u3089\u306a\u3044\u300d \u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u4e26\u5217\u5316\u3092\u3069\u306e\u3088\u3046\u306b\u63d0\u793a\u3057\u3001\u305d\u3057\u3066\u4e26\u5217\u5316\u3068\u3069\u306e\u3088\u3046\u306b\u304b\u304b\u308f\u308b\u304b\u3001<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u3068\u3044\u3046\u89b3\u70b9\u304b\u3089\u3001 \u30c4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u6279\u5224\u7684\u306b\u306a\u3063\u3066\u304f\u3060\u3055\u3044\u3002 \u307b\u3068\u3093\u3069\u306e\u30c4\u30fc\u30eb\u306f\u3001 \u4e26\u5217\u5316\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u307e<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u305b\u3093\u3002 \u30b9\u30ec\u30c3\u30c9\u30bb\u30fc\u30d5\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u4e26\u5217\u5316\u3092\u6d3b\u7528\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u305f\u3082\u306e\u304c\u7406\u60f3\u7684\u3067\u3059\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 7: \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb \u30fb\u30e1\u30e2\u30ea\u30fc \u30fb\u30a2\u30ed\u30b1\u30fc\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b9\u30ec\u30c3\u30c9\u5316\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001 \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb \u30fb\u30e1\u30e2\u30ea\u30fc \u30fb\u30a2\u30ed\u30b1\u30fc\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u591a\u304f\u306e\u30bd\u30ea\u30e5\u30fc<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u304c\u3001 \u79c1\u306f\u3001 \u305d\u308c\u3089\u3059\u3079\u3066\u304c malloc() \u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u8003\u3048\u307e\u3059\u3002 \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30e1\u30e2\u30ea\u30fc\u30fb<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30a2\u30ed\u30b1\u30fc\u30bf\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001 \u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u304c\u6392\u9664\u3055\u308c\u3001 \u30b9\u30ec\u30c3\u30c9\u9593\u3067\u30e1\u30e2\u30ea\u30fc\u3092\u518d\u5229\u7528\u3057\u3066\u30ad\u30e3\u30c3<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b7\u30e5\u3092\u6709\u52b9\u5229\u7528\u3057\u3001 \u9069\u5207\u306a\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u30ad\u30e3\u30c3\u30b7\u30e5\u30e9\u30a4\u30f3\u306e\u5171\u6709\u304c\u56de\u907f\u3055\u308c\u3001 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u306e\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30eb\u30fc\u30eb 8: \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5fdc\u3058\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3059\u308b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u5e74\u3005\u3001 \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51e6\u7406\u3059\u3079\u304d\u4f5c\u696d\u306f\u5897\u52a0\u3057\u3066\u3044\u304d\u307e\u3059\u3002 \u305d\u306e\u305f\u3081\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059\u3002 \u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5ff5\u982d\u306b<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u304a\u3044\u3066\u8a2d\u8a08\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001 \u30d7\u30ed\u30bb\u30c3\u30b5\u30fc \u30fb\u30b3\u30a2\u304c\u5897\u3048\u3066\u3082\u3088\u308a\u591a\u304f\u306e\u4f5c\u696d\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u6bce\u5e74\u3001<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30a4\u30f3\u30c6\u30eb\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u51e6\u7406\u80fd\u529b\u306f\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002 \u5c06\u6765\u3001 \u5897\u52a0\u3057\u3066\u3044\u304f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u306b<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u6709\u5229\u306a\u8a2d\u8a08\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<h2 style=\"font-family: arial, helvetica, sans-serif;\">\u30de\u30eb\u30c1\u30b3\u30a2 \u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u304b\u3089\u6700\u5927\u9650\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb\u3067\u306f\u3001 \u30b9\u30ec\u30c3\u30c9\u5316\u304c\u81f3\u308b\u3068\u3053\u308d\u3067\u6697\u9ed9\u7684\u306b\u8a00\u53ca\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u30eb\u30fc\u30eb 7 \u306e\u307f\u304c\u3001 \u660e\u78ba\u306b<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b9\u30ec\u30c3\u30c9\u5316\u306b\u3064\u3044\u3066\u8a00\u53ca\u3057\u305f\u3082\u306e\u3067\u3059\u3002 \u30b9\u30ec\u30c3\u30c9\u5316\u304c\u3001\u30de\u30eb\u30c1\u30b3\u30a2\u306e\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u3059\u552f\u4e00\u306e\u65b9\u6cd5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u30de\u30eb\u30c1\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30b9\u306e\u5b9f\u884c\u306f\u3001 \u7279\u306b\u30b5\u30fc\u30d0\u30fc \u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3088\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f\u30eb\u30fc\u30eb\u306f\u3001 \u30de\u30eb\u30c1\u30b3\u30a2 \u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u304b\u3089\u6700\u5927\u9650\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <strong>\u30d7\u30ed\u30bb\u30c3<\/strong><\/span><strong><span style=\"font-family: arial, helvetica, sans-serif;\">\u30b5\u30fc \u30fb \u30b3\u30a2\u306f\u5897\u3048\u3001 \u30b3\u30a2\u81ea\u4f53\u306e\u591a\u69d8\u6027\u3082\u5897\u3057\u3066\u3044\u308b\u305f\u3081\u3001 \u4eca\u5f8c 10 \u5e74\u9593\u306b\u3001 \u3053\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb\u306e\u3044\u304f\u3064\u304b\u306f<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u305d\u306e\u91cd\u8981\u6027\u304c\u4e00\u5c64\u9ad8\u304f\u306a\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002 \u4f8b\u3048\u3070\u3001 \u30d8\u30c6\u30ed\u30b8\u30cb\u30a2\u30b9 \u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3084 NUMA \u306e\u5230\u6765\u306f\u3001 \u30eb\u30fc<\/span><\/strong><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u30eb 3 \u306e\u91cd\u8981\u6027\u3092\u3088\u308a\u9ad8\u3044\u3082\u306e\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/strong> [\u7de8\u96c6\u8005\u6ce8 : \u592a\u5b57\u306f\u7de8\u96c6\u8005\u304c\u8ffd\u52a0\u3057\u305f\u3082\u306e\u3067\u3059\u3002 James \u306f The\u00a0<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">Parallel Universe 1 \u53f7\u3067\u3059\u3067\u306b\u30d8\u30c6\u30ed\u30b8\u30cb\u30a2\u30b9\u4e26\u5217\u51e6\u7406\u306b\u3064\u3044\u3066\u8a00\u53ca\u3057\u3066\u3044\u307e\u3057\u305f\u3002]<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f 8 \u3064\u306e\u30eb\u30fc\u30eb\u3092\u3088\u304f\u7406\u89e3\u3057\u3001 \u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u672c\u8a18\u4e8b\u306f\u300cParallel Universe 40\u53f7\u300d\u306e\u300c\u30de\u30eb\u30c1\u30b3\u30a2\u5411\u3051\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb\u300d\u3088\u308a\u8ee2\u8f09\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/span><span style=\"font-family: arial, helvetica, sans-serif;\">\u305d\u306e\u4ed6\u300cParallel Universe\u300d\u306e\u8a18\u4e8b\u306f<a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/tech\/documents.html?tab=2&amp;s=blog\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u304b\u3089\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/span><\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>\u3053\u3053\u3067\u306f\u3001 \u30de\u30eb\u30c1\u30b3\u30a2 \u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u6210\u529f\u3059\u308b <a class=\"mh-excerpt-more\" href=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2021\/11\/12\/eight-rules-of-parallel-programing\/\" title=\"\u30de\u30eb\u30c1\u30b3\u30a2\u5411\u3051\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e 8 \u3064\u306e\u30eb\u30fc\u30eb\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1458","post","type-post","status-publish","format-standard","hentry","category-1"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30de\u30eb\u30c1\u30b3\u30a2 \u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u304b\u3089\u6700\u5927\u9650\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u306e\u306b\u5f79\u7acb\u3064 8 \u3064\u306e\u30eb\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc \u30fb \u30b3\u30a2\u306f\u5897\u3048\u3001 \u30b3\u30a2\u81ea\u4f53\u306e\u591a\u69d8\u6027\u3082\u5897\u3057\u3066\u3044\u308b\u305f\u3081\u3001 \u4eca\u5f8c 10 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