Research Article
Scalable Monitoring Analytics Architecture in Software-Defined Infrastructure
@ARTICLE{10.4108/icst.tridentcom.2015.260151, author={Jieyu Lin and Byungchul Park and Qi Zhang and Hadi Bannazadeh and Alberto Leon-Garcia}, title={Scalable Monitoring Analytics Architecture in Software-Defined Infrastructure}, journal={EAI Endorsed Transactions on Ubiquitous Environments}, volume={2}, number={6}, publisher={EAI}, journal_a={UE}, year={2015}, month={8}, keywords={monitoring, cloud computing, sdn, sdi}, doi={10.4108/icst.tridentcom.2015.260151} }- Jieyu Lin
Byungchul Park
Qi Zhang
Hadi Bannazadeh
Alberto Leon-Garcia
Year: 2015
Scalable Monitoring Analytics Architecture in Software-Defined Infrastructure
UE
EAI
DOI: 10.4108/icst.tridentcom.2015.260151
Abstract
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 monitor- ing and measurement manager. The monitoring and measurement manager has been implemented in a system called MonArch, which is capable of performing integrated mon- itoring of heterogeneous resources. MonArch has been de- ployed 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.
Copyright © 2015 H. Bannazadeh et al., licensed to EAI. This is an open access article distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which permits unlimited use, distribution and reproduction in any medium so long as the original work is properly cited.