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My other computer is a datacentre

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Steve Loughran
Steve Loughran

Talk on the engineering aspects of building a datacentre, then a look at running MapReduce over the machines

Technology
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My other computer is a datacentre Steve Loughran Julio Guijarro November 2008
Our other computer is a datacentre
His other computer is a datacentre ,[object Object],[object Object],[object Object],code.google.com
His other computer is a datacentre ,[object Object],[object Object]
Their other computer is this datacentre Yahoo! 8000 nodes, 32K cores, 16 Petabytes
Problem: scale
Economical Scale ,[object Object],[object Object],[object Object],[object Object]
There are no free electrons
Power ,[object Object],[object Object],[object Object],[object Object]
Hardware
Network Fabric ,[object Object],[object Object],[object Object],[object Object],Bandwidth between racks is a bottleneck
Where? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
How?
 
High Availability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Web Front End ,[object Object],[object Object],[object Object],[object Object],[object Object]
Work engine ,[object Object],[object Object],[object Object],[object Object],[object Object]
MapReduce: Hadoop
The Cotham Bluetooth Dataset ,[object Object],[object Object],[object Object],[object Object],{lost,"00:0F:B3:92:05:D3","2008-04-17T22:11:15",1124313075} {found,"00:0F:B3:92:05:D3","2008-04-17T22:11:29",1124313089} {lost,"00:0F:B3:92:05:D3","2008-04-17T22:24:45",1124313885} {found,"00:0F:B3:92:05:D3","2008-04-17T22:25:00",1124313900} {found,"00:60:57:70:25:0F","2008-04-17T22:29:00",1124314140}
MapReduce to Day of Week map_found_event_by_day_of_week( {event, found, Device, _, Timestamp}, Reducer) -> DayOfWeek = timestamp_to_day(Timestamp), Reducer ! {DayOfWeek, Device}. size(Key, Entries, A) -> L = length(Entries), [ {Key, L} | A]. mr_day_of_week(Source) -> mr(Source, fun traffic:map_found_event_by_day_of_week/2, fun traffic:size/3, []).
Results traffic:mr_day_of_week(big). [{3,3702}, {6,3076}, {2,3747}, {5,3845}, {1,3044}, {4,3850}, {7,2274}] Monday 3044 Tuesday 3747 Wednesday 3702 Thursday 3850 Friday 3845 Saturday 3076 Sunday 2274
Hadoop running MapReduce
Filesystem ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What will your datacentre do?

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My other computer is a datacentre