The Community for Technology Leaders
2014 2nd International Conference on Future Internet of Things and Cloud (FiCloud) (2014)
Barcelona, Spain
Aug. 27, 2014 to Aug. 29, 2014
ISBN: 978-1-4799-4357-9
pp: 76-81
ABSTRACT
Cloud computing is a popular platform offering computation, storage and communication resources as a service. Monitoring the performance and behavior of multi-cloud applications in a scenario where applications are deployed on multiple cloud providers is a challenge for cloud computing research community. In this paper, we propose a framework that allows monitoring in near real-time resource utilization including CPU, memory, disk activity and network traffic of applications deployed in multiple clouds. We conducted various experiments using a cluster to simulate three clouds, showing the framework's ability to analyze resource consumption of Hadoop applications deployed in clouds in near real-time. We also performed VM-to-VM attacks to evaluate anomaly detection capacity of the proposed framework.
INDEX TERMS
Monitoring, Cloud computing, Computer crime, Real-time systems, Measurement, Databases
CITATION

D. L. Quoc, L. Yazdanov and C. Fetzer, "DoLen: User-Side Multi-cloud Application Monitoring," 2014 2nd International Conference on Future Internet of Things and Cloud (FiCloud)(FICLOUD), Barcelona, Spain, 2014, pp. 76-81.
doi:10.1109/FiCloud.2014.22
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