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Software-Defined Infrastructure provides a unified architecture for integrated management of virtualized heterogeneous resources in cloud infrastructures. Monitoring and measurement is an important component in the Software-Defined Infrastructure. In this paper, we describe the architecture of Software-Defined Infrastructure focusing on its monitoring and measurement manager. The monitoring and measurement manager has been implemented in a system called MonArch, which is capable of performing integrated monitoring of heterogeneous resources. MonArch has been deployed and operational in the SAVI Testbed. Flexible analytics capability and scalability of MonArch is demonstrated through two use cases: virtual machine communication analysis and anomaly detection.

Scalable Monitoring Analytics Architecture in Software-Defined Infrastructure