Rodrick Gorden's blog ::Data Center and “Big Data” – Cloud data

Rodrick Gorden's blog ::Data Center and “Big Data” – Cloud data

Ａｓ               ｗｅｂｓｉｔｅｓ,               ｂａｎｋｉｎｇ               ｔｒａｎｓａｃｔｉｏｎｓ,               ｏｎｌｉｎｅ               ｆｌｉｇｈｔ               ｒｅｓｅｒｖａｔｉｏｎｓ,               ｉｍａｇｅ               ａｐｐｌｉｃａｔｉｏｎｓ,               ｓｏｃｉａｌ               ｎｅｔｗｏｒｋｓ,               ｍｏｂｉｌｅ               ｄｅｖｉｃｅｓ,               ａｐｐｓ,               ｅｔｃ. ａｒｅ               ｆｌｏｏｄｉｎｇ               ａｌｌ               ａｒｅａｓ               ｏｆ               ｉｎｆｏｒｍａｔｉｏｎ               ａｎｄ               ｃｏｍｍｕｎｉｃａｔｉｏｎｓ,               ａ               ｎｅｗ               ｃｏｎｃｅｐｔ               ｉｓ               ｂｏｒｎ:               Ｂｉｇ               Ｄａｔａ. Ｔｈｉｓ               ｔｅｒｍ               ｒｅｆｅｒｓ               ｔｏ               ｄａｔａ               ｓｅｔｓ               ｔｈａｔ               ａｒｅ               ｓｏ               ｄｉｓｐｒｏｐｏｒｔｉｏｎａｔｅｌｙ               ｌａｒｇｅ               ｔｈａｔ               ｉｔ               ｉｓ               ｉｍｐｏｓｓｉｂｌｅ               ｔｏ               ｔｒｅａｔ               ｔｈｅｍ               ｗｉｔｈ               ｃｏｎｖｅｎｔｉｏｎａｌ               ｄａｔａｂａｓｅ               ｔｏｏｌｓ               ａｎｄ               ａｎａｌｙｔｉｃａｌ               ａｐｐｌｉｃａｔｉｏｎｓ.                Ｔｈｅ               ｃｕｒｒｅｎｔ               ｅｘｐｌｏｓｉｏｎ               ｉｎ               ｏｕｒ               ｄｉｇｉｔａｌ               ｕｎｉｖｅｒｓｅ               ｉｓ               ｔｒａｎｓｆｏｒｍｉｎｇ,               ａｓ               ｔｈｅ               ｓｉｚｅ               ｏｆ               Ｂｉｇ               Ｄａｔａ               ｉｓ               ｃｏｎｓｔａｎｔｌｙ               ｃｈａｎｇｉｎｇ               ａｎｄ               ｇｒｏｗｉｎｇ               ｒａｐｉｄｌｙ. Ｆｏｒ               ｅｘａｍｐｌｅ,               ｉｎ               2012,               ｉｔ               ｓｃａｌｅｄ               ｆｒｏｍ               ａ               ｄｏｚｅｎ               ｔｅｒａｂｙｔｅｓ               ｔｏ               ｍｕｌｔｉｐｌｅ               ｐｅｔａｂｙｔｅｓ               ｏｆ               ｄａｔａ               ｉｎ               ａ               ｓｉｎｇｌｅ               ｄａｔａ               ｓｅｔ. Ｔｈｉｓ               ｉｎｃｒｅａｓｅ               ｈａｓ               ｇｅｎｅｒａｔｅｄ               ａ               ｌａｒｇｅ               ｎｕｍｂｅｒ               ｏｆ               ｃｏｎｔｅｎｔｓ,               ｒｅｑｕｉｒｉｎｇ               ｎｅｗ               ｓｙｓｔｅｍｓ               ａｎｄ               ｔｏｏｌｓ               ｆｏｒ               ｔｈｅｉｒ               ｏｐｔｉｍｉｚａｔｉｏｎ               ａｎｄ               ｐｒｏｔｅｃｔｉｏｎ.                Ｔｈｉｓ               ｈｕｇｅ               ｍａｓｓ               ｏｆ               ｄａｔａ               ｈａｓ               ｂｅｃｏｍｅ               ａ               ｈｉｇｈｌｙ               ｖａｌｕｅｄ               ｃｕｒｒｅｎｃｙ               ｆｏｒ               ｂｕｓｉｎｅｓｓｅｓ,               ａｎｄ               ｉｔｓ               ｅｃｏｎｏｍｉｃ               ｖａｌｕｅ               ｉｓ               ｃｏｎｓｔａｎｔｌｙ               ｇｒｏｗｉｎｇ. Ｔｈｅ               ｓａｍｅ               ｉｓ               ｔｒｕｅ               ｆｏｒ               ｔｈｅ               ｒｉｓｅ               ｉｎ               ｉｎｆｏｒｍａｔｉｏｎ. Ｈｏｗｅｖｅｒ,               ｗｅ               ｍｕｓｔ               ｎｏｔ               ｆｏｒｇｅｔ               ｔｈａｔ               ｔｈｅ               ｅｆｆｅｃｔｉｖｅｎｅｓｓ               ｏｆ               Ｂｉｇ               Ｄａｔａ               ｉｓ               ｄｉｒｅｃｔｌｙ               ｐｒｏｐｏｒｔｉｏｎａｌ               ｔｏ               ｔｈｅ               ａｎａｌｙｓｉｓ               ｍａｄｅ               ｏｆ               ｔｈｅ               ｉｎｆｏｒｍａｔｉｏｎ.                Ｂｉｇ               Ｄａｔａ               ｔｅｃｈｎｏｌｏｇｙ               ｉｓ               ｇｅｎｅｒａｌｌｙ               ａｐｐｌｉｅｄ               ｉｎ               ａｌｌ               ｓｅｃｔｏｒｓ               ｏｆ               ｓｏｃｉｅｔｙ,               ｂｕｔ               ｅｓｐｅｃｉａｌｌｙ               ｉｎ               ｃｒｉｔｉｃａｌ               ａｒｅａｓ               ｔｈａｔ               ｂｅｎｅｆｉｔ               ｆｒｏｍ               ｔｈｉｓ               ｔｅｃｈｎｏｌｏｇｙ               ｉｎ               ａ               ｎｕｍｂｅｒ               ｏｆ               ａｓｐｅｃｔｓ,               ｓｕｃｈ               ａｓ:               ｌｏｙａｌｔｙ               ａｎｄ               ｃｕｓｔｏｍｅｒ               ｒｅｔｅｎｔｉｏｎ,               ｂｅｃａｕｓｅ               ｔｈｅｙ               ｃａｎ               ｃｒｅａｔｅ               ｂｅｈａｖｉｏｒ               ｐａｔｔｅｒｎｓ;               ｐｒｏｍｏｔｉｏｎ               ｏｆ               ｎｅｗ               ｐｒｏｄｕｃｔｓ               ａｎｄ               ｓｅｒｖｉｃｅｓ,               ｓｉｎｃｅ               ｔｈｅｙ               ｃａｎ               ａｎｔｉｃｉｐａｔｅ               ｔｈｅ               ｎｅｅｄｓ               ｏｆ               ｔｈｅｉｒ               ｃｌｉｅｎｔｓ;               ｆｏｒｅｃａｓｔｓ               ａｎｄ               ｐｒｏｊｅｃｔｉｏｎｓ,               ｂｅｃａｕｓｅ               ｃｏｍｍｅｒｃｉａｌ               ｔｒａｎｓａｃｔｉｏｎｓ               ｈａｖｅ               ａｌｓｏ               ｂｅｅｎ               ｄｉｇｉｔｉｚｅｄ;               ａｎｄ               ｏｐｔｉｍｉｚｉｎｇ               ｐｒｏｄｕｃｔｉｏｎ               ａｎｄ               ｄｉｓｔｒｉｂｕｔｉｏｎ               ｍｅｔｈｏｄｓ,               ｗｈｉｃｈ               ｉｓ               ｗｈｅｒｅ               ｌｏｇｉｓｔｉｃｓ               ｓｙｓｔｅｍｓ               ｃｏｍｅ               ｉｎｔｏ               ｐｌａｙ.                Ａｎ               ｅｍｅｒｇｉｎｇ               ｍａｒｋｅｔ                               Ｔｈｅ               ｆｉｇｕｒｅｓ               ｓｐｅａｋ               ｆｏｒ               ｔｈｅｍｓｅｌｖｅｓ. Ａ               ｓｔｕｄｙ               ｃｏｎｄｕｃｔｅｄ               ｂｙ               Ｇａｒｔｎｅｒ               ｉｎｄｉｃａｔｅｓ               ｔｈａｔ               ｔｈｅ               ｓｏ-ｃａｌｌｅｄ               Ｂｉｇ               Ｄａｔａ               ｈａｓ               ｅｍｅｒｇｅｄ               ａｓ               ｏｎｅ               ｏｆ               ｔｈｅ               ｔｅｎ               ｓｔｒａｔｅｇｉｃ               ｔｅｃｈｎｏｌｏｇｉｅｓ               ｆｏｒ               ｔｈｅ               ｙｅａｒｓ               ｂｅｔｗｅｅｎ               2012-2015,               ａｎｄ               ｔｈｉｓ               ｔｅｎｄｅｎｃｙ               ｉｓ               ｔａｋｉｎｇ               ｐｌａｃｅ               ｇｌｏｂａｌｌｙ. Ｉｎ               Ｓｐａｉｎ,               ｆｏｒ               ｅｘａｍｐｌｅ,               ＭｕｙＣｏｍｐｕｔｅｒＰＲＯ               ｍａｇａｚｉｎｅ               ｐｕｂｌｉｓｈｅｄ               ａ               ｓｔｕｄｙ               ｐｅｒｆｏｒｍｅｄ               ｂｙ               ＩＤＣ               Ｓｐａｉｎ               ｓｔａｔｉｎｇ               ｔｈａｔ               ｔｈｅ               Ｂｉｇ               Ｄａｔａ               ｍａｒｋｅｔ               ｉｎ               2012               ｉｓ               ｉｎ               ａ               ｐｈａｓｅ               ｏｆ               ｅｍｅｒｇｅｎｃｅ. Ｓｐｅｃｉｆｉｃａｌｌｙ,               ｔｈｅ               ｒｅｐｏｒｔ               ｉｎｄｉｃａｔｅｓ               ｔｈａｔ               ｃｕｒｒｅｎｔｌｙ               4.8%               ｏｆ               ａｌｌ               ｔｈｅ               ｃｏｍｐａｎｉｅｓ               ｔｈａｔ               ｍａｋｅ               ｕｐ               ｔｈｅ               Ｓｐａｎｉｓｈ               ｂｕｓｉｎｅｓｓ               ｓｅｃｔｏｒ               ｈａｖｅ               ｉｎｃｏｒｐｏｒａｔｅｄ               Ｂｉｇ               Ｄａｔａ               ｔｅｃｈｎｏｌｏｇｙ               ｉｎｔｏ               ｔｈｅｉｒ               ｂｕｓｉｎｅｓｓ               ｓｙｓｔｅｍｓ,               ａｎｄ               ｔｈｉｓ               ｎｕｍｂｅｒ               ｉｓ               ｅｘｐｅｃｔｅｄ               ｔｏ               ｒｅａｃｈ               7.6%               ｂｙ               ｔｈｅ               ｅｎｄ               ｏｆ               2012. Ｉｎ               ｆａｃｔ,               ｔｈｅ               ｅｘｐｌｏｓｉｏｎ               ｏｆ               ｔｈｅ               ｄｉｇｉｔａｌ               ｕｎｉｖｅｒｓｅ,               ｗｈｉｃｈ               ａｃｃｏｒｄｉｎｇ               ｔｏ               ＩＤＣ               Ｓｐａｉｎ               ｗｉｌｌ               ｒｅａｃｈ               2.7               ｚｅｔｔａｂｙｔｅｓ               ｂｙ               ｔｈｅ               ｅｎｄ               ｏｆ               ｔｈｉｓ               ｙｅａｒ,               ｉｓ               ｐｕｓｈｉｎｇ               ｔｈｅ               ｎｅｅｄｓ               ｏｆ               ｏｒｇａｎｉｚａｔｉｏｎｓ               ｔｏ               ｍａｎａｇｅ,               ｃａｐｔｕｒｅ               ａｎｄ               ａｎａｌｙｚｅ               ｔｈｅｉｒ               ｉｎｆｏｒｍａｔｉｏｎ.                Ｄｅｓｐｉｔｅ               ｔｈｅ               ｃｒｉｓｉｓ,               ｉｔ               ｓｅｅｍｓ               ｔｈａｔ               ｃｏｍｐａｎｉｅｓ               ａｒｅ               ｆｏｃｕｓｉｎｇ               ｏｎ               ｔｅｃｈｎｏｌｏｇｉｅｓ               ｔｈａｔ               ｇｅｎｅｒａｔｅ               ｇｒｅａｔｅｒ               ｏｒｇａｎｉｚａｔｉｏｎａｌ               ｅｆｆｉｃｉｅｎｃｙ               ａｎｄ               ｐｒｏｖｉｄｅ               ｎｅｗ               ｂｕｓｉｎｅｓｓ               ｏｐｐｏｒｔｕｎｉｔｉｅｓ               ｂａｓｅｄ               ｏｎ               ｄａｔａ. Ｔｈｉｓ               ｍｅａｎｓ               ｔｈａｔ               ｃａｐｔｕｒｉｎｇ,               ｍａｎａｇｉｎｇ,               ｓｔｏｒｉｎｇ,               ｒｅｔｒｉｅｖｉｎｇ,               ｄｉｓｔｒｉｂｕｔｉｎｇ               ａｎｄ               ａｎａｌｙｚｉｎｇ               ｉｎｆｏｒｍａｔｉｏｎ               ｈａｖｅ               ｂｅｃｏｍｅ               ｍａｊｏｒ               ｃｏｒｐｏｒａｔｅ               ｃｈａｌｌｅｎｇｅｓ.                Ｂｕｓｉｎｅｓｓ               ｏｐｐｏｒｔｕｎｉｔｉｅｓ                               Ｄｏｃｕｍｅｎｔ               ｔｅｃｈｎｏｌｏｇｙ               ｃｏｍｐａｎｉｅｓ               ｈａｖｅ               ｂｅｅｎ               ａｂｌｅ               ｔｏ               ｄｅｔｅｃｔ               ｔｈｅｓｅ               ｎｅｗ               ｎｅｅｄｓ               ａｎｄ               ｈａｖｅ               ｄｅｓｉｇｎｅｄ               ａｐｐｒｏｐｒｉａｔｅ               ｓｏｌｕｔｉｏｎｓ               ｔｈａｔ               ａｌｌｏｗ               ｂｕｓｉｎｅｓｓｅｓ               ｔｏ               ｅａｓｉｌｙ               ｍａｎａｇｅ               ｌａｒｇｅ               ｖｏｌｕｍｅｓ               ｏｆ               ｄａｔａ               ａｔ               ｔｈｅ               ｃｏｒｒｅｃｔ               ｔｉｍｅ               ａｎｄ               ｐｌａｃｅ,               ｅｎａｂｌｉｎｇ               ｔｈｅｓｅ               ｏｒｇａｎｉｚａｔｉｏｎｓ               ｔｏ               ｂｅ               ｍｕｃｈ               ｍｏｒｅ               ｃｏｍｐｅｔｉｔｉｖｅ.                Ｏｎｃｅ               ａｇａｉｎ,               ｉｎｎｏｖａｔｉｖｅ               ｃｏｍｐａｎｉｅｓ               ａｒｅ               ｔｈｅ               ｆｉｒｓｔ               ｔｏ               ａｃｔ,               ｗｉｔｈ               ａ               ｆｉｒｍ               ｃｏｍｍｉｔｍｅｎｔ               ｔｏ               Ｂｉｇ               Ｄａｔａ               ｓｙｓｔｅｍｓ. Ｈｏｗｅｖｅｒ,               ｔｈｅ               ｓｐｅｅｄ               ａｔ               ｗｈｉｃｈ               ｔｈｉｓ               ｔｅｃｈｎｏｌｏｇｙ               ｗｉｌｌ               ｂｅ               ａｄｏｐｔｅｄ               ｗｉｌｌ               ｄｅｐｅｎｄ               ｏｎ               ｔｈｅ               ｂｕｓｉｎｅｓｓ               ｖｏｌｕｍｅ               ａｎｄ               ｔｈｅ               ｓｅｃｔｏｒ               ｏｆ               ｔｈｅ               ｃｏｍｐａｎｙ. Ｔｈｅ               ｓｅｃｔｏｒｓ               ｗｉｔｈ               ｔｈｅ               ｍｏｓｔ               ｐｒｏｍｉｓｉｎｇ               ｔｅｃｈｎｏｌｏｇｉｃａｌ               ｆｕｔｕｒｅ               ｔｈａｔ               ｈａｖｅ               ａｌｒｅａｄｙ               ａｄｏｐｔｅｄ               Ｂｉｇ               Ｄａｔａ               ｓｙｓｔｅｍｓ               ａｒｅ               ｔｈｅ               ｄｉｓｔｒｉｂｕｔｉｏｎ               ｏｒ               ｌｏｇｉｓｔｉｃｓ               ｓｅｃｔｏｒ               ｉｎ               ｔｈｅ               ｆｉｒｓｔ               ｐｌａｃｅ,               ａｎｄ               ｆｉｎａｎｃｉａｌ               ｂｕｓｉｎｅｓｓｅｓ               ｉｎ               ｔｈｅ               ｓｅｃｏｎｄ               ｐｌａｃｅ.                Ａｓ               ｅｘｐｅｃｔｅｄ,               ｔｅｃｈｎｏｌｏｇｉｃａｌ               ｔｒａｎｓｆｏｒｍａｔｉｏｎｓ               ｌｅａｄ               ｔｏ               ｃｈａｎｇｅｓ               ｉｎ               ｔｈｅ               ｃｏｒｐｏｒａｔｅ               ａｒｃｈｉｔｅｃｔｕｒｅ               ａｎｄ               ｉｎ               ｔｈｅ               ｍｅｎｔａｌｉｔｙ               ｏｆ               Ｍａｎａｇｅｍｅｎｔ               ａｎｄ               ｗｏｒｋｅｒｓ. Ｔｈｉｓ               ｉｓ               ｌｏｇｉｃａｌ,               ａｓ               Ｂｉｇ               Ｄａｔａ               ｐｒｏｄｕｃｔｉｖｉｔｙ               ｗｉｌｌ               ｂｅ               ｔｈｅ               ｒｅｓｕｌｔ               ｏｆ               ａｌｌｏｗｉｎｇ               ａｌｌ               ｅｍｐｌｏｙｅｅｓ               ｔｏ               ｗｏｒｋ               ｗｉｔｈ               ｄｉｆｆｅｒｅｎｔ               ｔｙｐｅｓ               ｏｆ               ｄａｔａ.                Ｓｔａｎｄａｒｄｉｚｉｎｇ               ｓａｆｅｔｙ               ｍｅａｓｕｒｅｓ                               Ｂｉｇ               Ｄａｔａ               ｉｓ               ｔａｋｉｎｇ               ｏｆｆ               ｏｎ               ａｎ               ｉｎｔｅｒｎａｔｉｏｎａｌ               ｓｃａｌｅ. Ｆｏｒ               ｔｈｉｓ               ｒｅａｓｏｎ,               ｔｈｅ               ｎｏｎ-ｐｒｏｆｉｔ               Ｃｌｏｕｄ               Ｓｅｃｕｒｉｔｙ               Ａｌｌｉａｎｃｅ               (ＣＳＡ)               ａｎｎｏｕｎｃｅｄ               ｔｈｅ               ｃｒｅａｔｉｏｎ               ｏｆ               ａ               ｒｅｓｅａｒｃｈ               ｇｒｏｕｐ               ｔｈａｔ               ａｉｍｓ               ｔｏ               ｓｔａｎｄａｒｄｉｚｅ               ｐｒｏｔｏｃｏｌｓ               ａｎｄ               ｓｅｃｕｒｉｔｙ               ｓｙｓｔｅｍｓ               ｆｏｒ               ｔｅｃｈｎｏｌｏｇｉｅｓ               ｔｈａｔ               ｍａｎａｇｅ               ｔｈｅ               ｉｎｔｅｒｒｅｌａｔｅｄ               Ｂｉｇ               Ｄａｔａ               ｓｙｓｔｅｍｓ               ａｎｄ               Ｃｌｏｕｄ               Ｃｏｍｐｕｔｉｎｇ.                Ｔｈｅ               ｇｏａｌ               ｏｆ               ｔｈｅ               ＣＳＡ               ｉｓ               ｔｏ               ｍａｋｅ               Ｂｉｇ               Ｄａｔａ               ａｎｄ               Ｃｌｏｕｄ               ｅｎｖｉｒｏｎｍｅｎｔｓ               ｓａｆｅｒ. Ｔｈｅｒｅｆｏｒｅ               ｔｈｅｙ               ａｌｓｏ               ｃｒｅａｔｅｄ               ｔｈｅ               Ｂｉｇ               Ｄａｔａ               Ｗｏｒｋｉｎｇ               Ｇｒｏｕｐ,               ｗｉｔｈ               ｔｈｅ               ｐｕｒｐｏｓｅ               ｔｏ               ｄｅｖｅｌｏｐ               ｓｏｌｕｔｉｏｎｓ               ｔｏ               ｓｅｃｕｒｉｔｙ               ａｎｄ               ｐｒｉｖａｃｙ               ｐｒｏｂｌｅｍｓ               ｔｈａｔ               ｍａｙ               ａｒｉｓｅ               ｗｈｅｎ               ｕｓｉｎｇ               ｌａｒｇｅ               ｖｏｌｕｍｅｓ               ｏｆ               ｄａｔａ               ｏｒ               ｗｏｒｋｉｎｇ               ｉｎ               ｔｈｅ               Ｃｌｏｕｄ               ｅｎｖｉｒｏｎｍｅｎｔ.                Ｔｈｅｒｅ               ｉｓ               ｎｏ               ｄｏｕｂｔ               ｔｈａｔ               Ｂｉｇ               Ｄａｔａ               ｔｅｃｈｎｏｌｏｇｙ               ｐｒｏｍｉｓｅｓ               ａ               ｎｅｗ               ｗａｙ               ｏｆ               ｗｏｒｋｉｎｇ               ｔｈａｔ               ｗｉｌｌ               ｒｅｄｅｆｉｎｅ               ｃｌｉｅｎｔ-ｃｏｍｐａｎｙ               ｒｅｌａｔｉｏｎｓｈｉｐｓ. Ｏｒｇａｎｉｚａｔｉｏｎｓ               ｗｉｌｌ               ｂｅ               ａｂｌｅ               ｔｏ               ａｄｏｐｔ               ａｎｄ               ｍａｎａｇｅ               ｃｏｎｃｅｐｔｓ               ｔｈａｔ               ｃｏｕｌｄ               ｎｏｔ               ｂｅ               ａｄｏｐｔｅｄ               ａｎｄ               ｔｒｅａｔｅｄ               ｓｏ               ｑｕｉｃｋｌｙ               ｂｅｆｏｒｅ,               ｓｕｃｈ               ａｓ               ｔｈｅ               ｐｅｒｃｅｐｔｉｏｎ               ｏｆ               ａ               ｂｒａｎｄ               ｃｏｎｖｅｙｅｄ               ａｎｄ               ｓｈａｒｅｄ               ｂｙ               ｓｏｃｉａｌ               ｎｅｔｗｏｒｋｓ. Ｕｌｔｉｍａｔｅｌｙ,               Ｂｉｇ               Ｄａｔａ               ｗｉｌｌ               ｇｉｖｅ               ａ               ｎｅｗ               ｓｔｒａｔｅｇｉｃ               ｐｅｒｓｐｅｃｔｉｖｅ               ｔｈａｔ               ｗｉｌｌ               ｅｎｈａｎｃｅ               ｉｔｓ               ｃｏｍｐｅｔｉｔｉｖｅ               ｅｄｇｅ               ｔｏ               ａｎｙ               ｏｒｇａｎｉｚａｔｉｏｎ               ｗｉｔｈ               ａ               ｖｉｓｉｏｎ               ｆｏｒ               ｔｈｅ               ｆｕｔｕｒｅ.                Ｄａｔａ               Ｓｏｕｒｃｅｓ:               Ｇａｒｔｎｅｒ,               ＩＤＣ               Ｓｐａｉｎ,               ＭｕｙＣｏｍｐｕｔｅｒＰＲＯ                               Ａｎｄｒｅ               Ｋｌｅｉｎ               ａｎｄ               Ｊｕｌｉｏ               Ａ. Ｏｌｉｖａｒｅｓ                               Ｐｒｅｓｉｄｅｎｔ               ａｎｄ               ｆｏｕｎｄｅｒ               ｏｆ               ＤｏｃＰａｔｈ                               Ｗｅｂ:               ｈｔｔｐ://ｗｗｗ.ｄｏｃｐａｔｈ.ｃｏｍ                               Ｂｕｓｉｎｅｓｓ               Ｄｏｃｕｍｅｎｔ               Ｍａｎａｇｅｍｅｎｔ               Ｓｏｆｔｗａｒｅ

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