{"id":11182,"date":"2015-08-14T12:12:10","date_gmt":"2015-08-14T03:12:10","guid":{"rendered":"http:\/\/www.creationline.com\/?p=11182"},"modified":"2015-08-17T11:19:55","modified_gmt":"2015-08-17T02:19:55","slug":"english-spark-summit-2015%e3%80%80%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%8801%ef%bc%9akeynote%e3%82%b9%e3%83%94%e3%83%bc%e3%83%81","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/others\/spark\/11182","title":{"rendered":"Spark Summit 2015\u3000\u30ec\u30dd\u30fc\u30c801\uff1aKeynote\u30b9\u30d4\u30fc\u30c1"},"content":{"rendered":"<p>Spark Summit 2015\uff08<a href=\"https:\/\/spark-summit.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/spark-summit.org\/<\/a>\uff09\u304c2015\u5e746\u670815\u301c17\u65e5\u306b\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306b\u3066\u5b9f\u65bd\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u8b1b\u6f14\u5185\u5bb9\u3092\u4f55\u56de\u304b\u306b\u5206\u3051\u3066\u3054\u5831\u544a\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>----<\/p>\n<p>Spark Summit 2015\uff1aKeynote\u30b9\u30d4\u30fc\u30c1\uff086\/15\/2015\uff09<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-11203\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001.png\" alt=\"sparksummit001\" width=\"638\" height=\"359\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001.png 638w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001-360x203.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001-460x260.png 460w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001-512x288.png 512w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit001-169x95.png 169w\" sizes=\"auto, (max-width: 638px) 100vw, 638px\" \/><br \/>\nSpark\u306e2014\u5e74\u306e\u6d3b\u52d5\u306e\u307e\u3068\u3081<br \/>\n\u4eca\u5f8c\u306e\u65b9\u91dd\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-11202\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit002.jpg\" alt=\"sparksummit002\" width=\"640\" height=\"324\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit002.jpg 640w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit002-188x95.jpg 188w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>Matei Zaharia\u6c0f\uff1aDatabricks\u793eCTO<br \/>\n2015\u5e74\u306fSpark\u306b\u3068\u3063\u3066\u3082\u3063\u3068\u3082\u6210\u9577\u3057\u305f\u5e74\u306b\u306a\u3063\u305f<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11201\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit003-1024x576.png\" alt=\"sparksummit003\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit003.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit003-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u9818\u57df\u306b\u304a\u3044\u3066\u3082\u3063\u3068\u3082\u6d3b\u767a\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3060\u3063\u305f<br \/>\nR\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8\u306f\u3001Spark\u306e\u30c7\u30fc\u30bf\u5206\u6790\u9818\u57df\u306b\u5c55\u958b\u3059\u308b\u8c61\u5fb4\u7684\u306a\u52d5\u304d<br \/>\n\u65b0\u6a5f\u80fd\u306e\u958b\u767a\uff1a\u4eca\u307e\u3067\u4ee5\u4e0a\u306b\u958b\u767a\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u4fc3\u9032\u3057\u3066\u3044\u308b<\/p>\n<p>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u6210\u9577<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11200\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit004-1024x576.png\" alt=\"sparksummit004\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit004.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit004-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Contributor\u306e\u4eba\u6570\u306f730\u4eba\u306b\u5897\u3048\u3001\u4eca\u5e74\u672b\u30671000\u4eba\u8d85\u3048\u308b\u6a21\u69d8<br \/>\n2\uff0f3\u306f\u65b0\u3057\u3044\u4eba\u3067\u69cb\u6210\u3067\u3069\u3093\u3069\u3093\u5897\u3048\u3066\u3044\u308b<br \/>\n\u958b\u767a\u3055\u308c\u305f\u30b3\u30fc\u30c9\u91cf\u306f40\u4e07\u884c\u306b\u53ca\u3076\uff08\u5927\u90e8\u5206\u306fSpark\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e00\u90e8\u306b\u542b\u307e\u308c\u308b\uff09<\/p>\n<p>\u5e02\u5834\u3067\u306e\u63a1\u7528\u3082\u5e83\u304c\u3063\u3066\u3044\u308b<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11199\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit005-1024x576.png\" alt=\"sparksummit005\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit005.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit005-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>1000\u793e\u4ee5\u4e0a\u304cSpark\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u5b9f\u614b<br \/>\n\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u696d\u754c\u306e\u5e83\u3055\u3082\u9855\u8457\uff1a\u5f93\u6765\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d9\u30f3\u30c0\u306b\u52a0\u3048\u3001\u9280\u884c\u3001\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u3001\u7b49<br \/>\n50\u793e\u4ee5\u4e0a\u306e\u518d\u8ca9\uff0f\u30a2\u30d7\u30ea\u958b\u767a\u30d1\u30fc\u30c8\u30ca\u30fc\u304c\u5b58\u5728<br \/>\n\u307b\u3068\u3093\u3069\u306eBI\u30d9\u30f3\u30c0\u30fc\u306f\u30b3\u30cd\u30af\u30bf\u30fc\u3092\u958b\u767a\u3001\u63d0\u4f9b\u3057\u3066\u3044\u308b<\/p>\n<p>\u5927\u898f\u6a21\u30e6\u30fc\u30b6<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11198\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit006-1024x576.png\" alt=\"sparksummit006\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit006.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit006-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u6700\u5927\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001Tencent\u793e\u306e8000\u30ce\u30fc\u30c9\uff1aTencent\u793e\u306e\u30e6\u30fc\u30b6\u6570\u306f10\u5104\u4eba\u3092\u8d85\u3048\u3066\u3044\u308b<br \/>\n\u6700\u5927\u306e\u30b8\u30e7\u30d6\u306f\u3001Alibaba\u793e\u306e\u5b9f\u884c\u3057\u3066\u3044\u308b1PB\uff08\u30da\u30bf\u30d0\u30a4\u30c8\uff09<br \/>\n\u6700\u5927\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b8\u30e7\u30d6\u306f\u3001Janelia farm\u3067\u5b9f\u65bd\u3057\u3066\u3044\u308b30\u301c40\u53f0\u306e\u30de\u30b7\u30f3\u3092\u4f7f\u3063\u305f1TB\/\u6642\u9593<\/p>\n<p>\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6210\u9577<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11197\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit007-1024x576.png\" alt=\"sparksummit007\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit007.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit007-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff1aHadoop\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u65b9\u306fSpark\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<br \/>\n\u7a3c\u50cd\u74b0\u5883\uff1a\u30b3\u30f3\u30c6\u30ca\u3082\u542b\u3081\u305f\u307b\u3068\u3093\u3069\u306e\u30c7\u30d7\u30ed\u30a4\u74b0\u5883\u3067\u30b5\u30dd\u30fc\u30c8<br \/>\n\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\uff1a\u307b\u3068\u3093\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853\u306fSpark\u3068\u306e\u9023\u643a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b<\/p>\n<p>\u73fe\u6642\u70b9\u3067\u306eSpark\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u69cb\u6210<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11196\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit008-1024x576.png\" alt=\"sparksummit008\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit008.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit008-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30b3\u30a2\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308b\u3001Spark Core\u306e\u4e0a\u306b\u8907\u6570\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7d44\u5408\u305b\u3066\u5229\u7528\u3067\u304d\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<br \/>\n\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u304c\u3086\u3048\u306b\u3001\u8907\u6570\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d44\u5408\u305b\u305f\u4f7f\u3044\u3084\u3059\u3055\u304c\u9b45\u529b<\/p>\n<p>\u4eca\u5f8c\u306e\u65b9\u91dd<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11195\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit009-1024x576.png\" alt=\"sparksummit009\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit009.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit009-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff1a<br \/>\n\u5927\u91cf\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u307f\u306a\u3089\u305a\u3001\u5c0f\u3055\u306a\u30ce\u30fc\u30c9\u4e0a\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3067\u3082\u540c\u3058API\u3068\u30c4\u30fc\u30eb\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u3001Spark\u306e\u5fdc\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3002<br \/>\n\u30d7\u30e9\u30c3\u30c8\u30db\u30fc\u30e0API\uff1a<br \/>\n\u7c21\u5358\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u624b\u6cd5\u3092\u3055\u3089\u306b\u30a8\u30f3\u30cf\u30f3\u30b9\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5927<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11194\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit010-1024x576.png\" alt=\"sparksummit010\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit010.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit010-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u4eca\u5e74\u306f3\u3064\u767a\u8868<br \/>\n\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\uff1aPython\u3001R\u540c\u69d8\u306bSpark\u3067\u3082\u3053\u306eAPI\u3092\u30b5\u30dd\u30fc\u30c8<br \/>\n\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\uff1aSpark\u4e0a\u3067\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u958b\u767a\u3067\u304d\u308b\u74b0\u5883<br \/>\nR\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8\uff1aSpark 1.4\u3067\u30b5\u30dd\u30fc\u30c8<\/p>\n<p>\u30d7\u30e9\u30c3\u30c8\u30db\u30fc\u30e0API<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11193\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit011-1024x576.png\" alt=\"sparksummit011\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit011.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit011-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9<br \/>\nSpark Packages\uff1a70\u4ee5\u4e0a\u304c\u3059\u3067\u306b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b<\/p>\n<p>Spark\u30a8\u30f3\u30b8\u30f3\u306e\u30a8\u30f3\u30cf\u30f3\u30b9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11192\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit012-1024x576.png\" alt=\"sparksummit012\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit012.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit012-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8Tungsten\uff1a\u30d9\u30a2\u30e1\u30bf\u30eb\u4e0a\u3067\u306eSpark\u306e\u5b9f\u88c5\u306b\u3088\u308b\u3001Spark\u51e6\u7406\u6027\u80fd\u306e\u5411\u4e0a<br \/>\nDAG\u51e6\u7406\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff0f\u30c7\u30d0\u30c3\u30b0\u30c4\u30fc\u30eb<\/p>\n<p>Spark 1.4\u30ea\u30ea\u30fc\u30b9\u306e\u6982\u8981<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-11191\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit013.png\" alt=\"sparksummit013\" width=\"645\" height=\"324\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit013.png 645w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit013-189x95.png 189w\" sizes=\"auto, (max-width: 645px) 100vw, 645px\" \/><\/p>\n<p>Patrick Wendell\u6c0f\u306e\u89e3\u8aac<br \/>\nSpark 1.4\u306f\u65e2\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u308b<br \/>\n230\u4eba\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u958b\u767a\u306b\u53c2\u753b\uff08\u5185\u3001Databricks\u306e\u5f93\u696d\u54e1\u306f70\u4eba\u5f31\uff09\uff1d\uff1e\u5916\u90e8\u304b\u3089\u306eContribution\u304c\u5927\u304d\u3044<\/p>\n<p>R\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11190\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit014-1024x576.png\" alt=\"sparksummit014\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit014.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit014-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>R\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5411\u3051\u306e\u8a00\u8a9e\uff1a\u958b\u767a\u8a00\u8a9e\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u6025\u6fc0\u306b\u6210\u9577\u3057\u3066\u3044\u308b<br \/>\n\u5143\u306fAMPLab\u3067\u958b\u767a\u3055\u308c\u305f\u3082\u306e\u3092Databricks\u3067Spark\u4e0a\u306b\u79fb\u690d<br \/>\nSpark R\u306fSpark\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u6a5f\u80fd\u3092\u5229\u7528\u3057\u3001\u6027\u80fd\u3092\u5927\u5e45\u306b\u30a2\u30c3\u30d7\u3057\u3066\u3044\u308b<\/p>\n<p>R Runtime\u6a5f\u80fd<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11189\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit015-1024x576.png\" alt=\"sparksummit015\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit015.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit015-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u5143\u306eR Runtime\u306f\u30de\u30eb\u30c1\u30b3\u30a2\u30e9\u30f3\u30bf\u30a4\u30e0\u30a8\u30f3\u30b8\u30f3\u3058\u3083\u306a\u3044\u305f\u3081\u3001\u5927\u91cf\u306e\u30b5\u30fc\u30d0\u4e0a\u3067\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5206\u6790\u306b\u306f\u5411\u3044\u3066\u3044\u306a\u3044\u3002<br \/>\nSpark\u306f\u305d\u3053\u3092\u6539\u5584\u3057\u3066\u3044\u308b\u3002<br \/>\n\u6700\u9069\u5316\uff1a\u6027\u80fd\u3078\u306e\u6ce8\u529b<\/p>\n<p>I\/O\u30e9\u30a4\u30d6\u30e9\u30ea\u30a2\u30af\u30bb\u30b9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-11188\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit016.png\" alt=\"sparksummit016\" width=\"643\" height=\"326\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit016.png 643w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit016-187x95.png 187w\" sizes=\"auto, (max-width: 643px) 100vw, 643px\" \/><\/p>\n<p>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306eSpark\u3078\u306e\u8aad\u307f\u8fbc\u307f\u304c\u975e\u5e38\u306b\u7c21\u5358\u306b<br \/>\nJSON\u30b5\u30dd\u30fc\u30c8<br \/>\nMySQL\uff08JDBC\uff09\u30b5\u30dd\u30fc\u30c8<br \/>\nHive\u30c6\u30fc\u30d6\u30eb\u30b5\u30dd\u30fc\u30c8<\/p>\n<p>\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u63a5\u7d9a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11187\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit017-1024x576.png\" alt=\"sparksummit017\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit017.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit017-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u305d\u306e\u4ed6\u3001\u5e83\u3044\u7bc4\u56f2\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a8\u30f3\u30b8\u30f3\u3068\u306e\u63a5\u7d9a\u3082\u65e2\u306b\u30b5\u30dd\u30fc\u30c8<br \/>\nCSV<br \/>\nCassandra<br \/>\nMongoDB<br \/>\n\u7b49<\/p>\n<p>\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11186\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit018-1024x576.png\" alt=\"sparksummit018\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit018.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit018-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u5927\u898f\u6a21\u306a\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u7d44\u7e54\u306e\u904b\u7528\u30e2\u30c7\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u958b\u767a<br \/>\n\u5178\u578b\u7684\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30e2\u30c7\u30eb<br \/>\n\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u30d9\u30fc\u30b9\u306bTokenize\u51e6\u7406\u3092\u884c\u3046\uff1a\u30c7\u30fc\u30bf\u3092\u8a00\u8449\u3054\u3068\u306b\u5206\u96e2<br \/>\nhashingTF\u3092\u901a\u3057\u3066\u983b\u5ea6\u5206\u6790\u3092\u884c\u3046<br \/>\nLogistic Regression\u3092\u901a\u3057\u305f\u5185\u5bb9\u5206\u6790<br \/>\n\u3053\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u518d\u5229\u7528\u3059\u308b\u4e8b\u304c\u53ef\u80fd\u306a\u305f\u3081\u3001\u5fdc\u7528\u7bc4\u56f2\u304c\u5e83\u3044<\/p>\n<p>\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u306eStableAPI\uff1a\u6b63\u5f0f\u306a\u30ea\u30ea\u30fc\u30b9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11185\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit019-1024x576.png\" alt=\"sparksummit019\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit019.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit019-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>API\u306e\u30ed\u30c3\u30af\u30a4\u30f3\uff1a3rd\u30d1\u30fc\u30c6\u30a3\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u958b\u767a\u53ef\u80fd<br \/>\n\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8ffd\u52a0<br \/>\nJava\u3084Scala\u306eAPI\u306b\u304b\u306a\u308a\u7406\u89e3\u30ec\u30d9\u30eb\u306b\u9054\u3057\u3066\u3044\u308b<\/p>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8Tungsten\uff1a\u6027\u80fd\u6539\u5584<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11184\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit020-1024x576.png\" alt=\"sparksummit020\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit020.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit020-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Spark 1.4\u3067\u306f\u3001\u521d\u671f\u7684\u306a\u958b\u767a\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u308b\u3002<br \/>\n\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u306b\u5909\u66f4\u3092\u52a0\u3048\u305a\u306b\u300150\uff05\u7a0b\u5ea6\u306e\u6027\u80fd\u5411\u4e0a\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n3\u30f6\u6708\u5f8c\u306eV1.5\u3067\u3055\u3089\u306b\u6a5f\u80fd\u306f1\u5145\u5b9f\u3055\u305b\u308b\u4e88\u5b9a<\/p>\n<p>Spark 1.5\u3067\u4e88\u5b9a\u3055\u308c\u308b\u6a5f\u80fd<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-11183\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit021-1024x576.png\" alt=\"sparksummit021\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit021.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/08\/sparksummit021-169x95.png 169w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8Tungsten\uff1a\u5927\u65b9\u306e\u6a5f\u80fd\u306e\u958b\u767a\u5b8c\u4e86\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6027\u80fd\u306f\u304b\u306a\u308a\u6539\u5584\u3055\u308c\u308b\u898b\u8fbc\u307f<br \/>\nSpark\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\uff1a\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u7ba1\u7406\u6a5f\u80fd\u306e\u5f37\u5316\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5b89\u5b9a\u5316\u306e\u5f37\u5316<br \/>\n\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\uff1a\u5358\u4e00\u30de\u30b7\u30f3\u3067\u306e\u6bd4\u8f03\u7684\u5c0f\u898f\u6a21\u306a\u6f14\u7b97\u51e6\u7406\u6a5f\u80fd\u306e\u5f37\u5316\u3001\u8907\u6570\u6a5f\u80fd\u3092\u7d44\u5408\u305b\u305f\u969b\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u5f37\u5316<br \/>\nR\u8a00\u8a9e\uff1a\u30de\u30b7\u30f3\u30e9\u30a4\u30cb\u30f3\u30b0\u6a5f\u80fd\u3068\u306e\u7d71\u5408\u5f37\u5316<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Spark Summit 2015\uff08https:\/\/spark-summit.org\/\uff09\u304c2015\u5e746\u670815\u301c17\u65e5\u306b\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306b\u3066\u5b9f\u65bd\u3055\u308c\u307e\u3057\u305f\u3002 \u8b1b\u6f14\u5185\u5bb9\u3092\u4f55\u56de\u304b\u306b\u5206\u3051\u3066\u3054\u5831\u544a\u3044\u305f\u3057\u307e\u3059\u3002 &#8212;- Spark [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":11203,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[56,51],"tags":[],"class_list":["post-11182","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-i-suzuki","category-spark"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Spark Summit 2015\u3000\u30ec\u30dd\u30fc\u30c801\uff1aKeynote\u30b9\u30d4\u30fc\u30c1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"Ippei Suzuki, Spark |Spark Summit 2015\uff08https:\/\/spark-summit.org\/\uff09\u304c2015\u5e746\u670815\u301c17\u65e5\u306b\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306b\u3066\u5b9f\u65bd\u3055\u308c\u307e\u3057\u305f\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/others\/spark\/11182\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spark Summit 2015\u3000\u30ec\u30dd\u30fc\u30c801\uff1aKeynote\u30b9\u30d4\u30fc\u30c1 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"Ippei Suzuki, Spark |Spark Summit 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