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zwily/gist:5959853

Last active December 19, 2015 13:09
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CPUUtilization Based:

1 week ago 1 week ago
+ 1 hour		 Now In 1 hour
(Prediction)
Avg CPU avg_cpu 50% 45% 52%
Num Nodes nodes 2 4 2
See if the present is matching the past
Total CPU
total_cpu = avg_cpu * nodes		 100 104
100 and 104 are close enough together to assume that the future will match the past
Calculate total cpu for 1w ago + 1h
Total CPU 180
Assuming the future looks like the past, we can calculate the Average CPU for 1 hour from now (total_cpu / nodes)
90

QLen Based:

1 week ago 1 week ago
+ 1 hour		 Now In 1 hour
(Prediction)
Queue Len qlen 100 70 125
Num Nodes nodes 2 4 3
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