Multivariate Gaussian
1
Gaussian distribution example
2
Motivating example: Monitoring machines in a data center
(CPU Load)
(CPU Load)
(Memory Use)
3
(Memory Use)
Multivariate Gaussian distribution
. Don¡¯t model etc, separately. Model all in one go.
Parameters: (covariance matrix)
4
Multivariate Gaussian distribution (PDF)
5
Multivariate Gaussian (Normal) examples
6
Multivariate Gaussian (Normal) examples
7
Multivariate Gaussian (Normal) examples
8
Multivariate Gaussian (Normal) examples
9
Multivariate Gaussian (Normal) examples
10
Multivariate Gaussian (Normal) examples
11