Date post: | 03-Aug-2015 |
Category: |
Business |
Upload: | business-of-software |
View: | 108 times |
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Making Sense of Big Data Giving customers a great experience for years on end
Vince Darley, Chief Scientist
© King.com Ltd 2015 – Commercially confidential 12
345 million monthly active users
1.2 billion game plays per day
11 offices, 970 employees
And lots and lots of data...
14 billion rows per day
600 Gb per day new
2 Pb stored
© King.com Ltd 2015 – Commercially confidential
20130117T060000.142+0100 23 102 1387107022 1137497977 0 0 fb notif giveGoldToUser
20130117T060000.277+0100 23 10101 1000524045 1 2 5107
20130117T060000.281+0100 23 21 1025951084 0 134 1358388857
20130117T060000.282+0100 23 69 1025951084 0 134 0 1358398800 facebook bookmark_favorites 0 fb_source=bookmark_favorites&ref=bookmarks&count=3&fb_bmpos=9_3
20130117T060000.285+0100 23 38 1025951084 ad1c792b WINDOWS_XP CHROME 24.0.1312.52 Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.17 (KHTML, like Gecko) Chrome/24.0.1312.52 Safari/537.17
20130117T060000.287+0100 23 10101 1140113442 -1 4 5101
20130117T060000.288+0100 23 10005 1140113442 4 3 1358398800288
20130117T060000.293+0100 23 10006 1013736679 6 9 0 0 9 1358398651841 -1
20130117T060000.295+0100 23 10006 1005122347 6 9 0 0 8 1358398680215 -1
20130117T060000.304+0100 23 10101 1111576364 -1 0 5101
20130117T060000.305+0100 23 10006 1057601692 3 9 0 0 1 1358398609173 -1
20130117T060000.305+0100 23 10005 1111576364 5 2 1358398800305
20130117T060000.306+0100 23 10006 1031413225 7 13 0 0 8 1358398598520 -1
20130117T060000.350+0100 23 10101 1151246251 -1 0 5101
20130117T060000.351+0100 23 10005 1151246251 5 7 1358398800351
20130117T060000.358+0100 23 10006 1376461814 4 3 0 0 72 1358398575940 -10001
Raw data are awkward
14