Automated Clustering of Virtual Machines based on Correlation of Resource Usage

@inproceedings{Canali2012AutomatedCO,
  title={Automated Clustering of Virtual Machines based on Correlation of Resource Usage},
  author={Claudia Canali and Riccardo Lancellotti},
  year={2012}
}
The recent growth in demand for modern applications combined with the shift to the Cloud computing paradigm have led to the establishment of large-scale cloud data centers. The increasing size of these infrastructures represents a major challenge in terms of monitoring and management of the system resources. Available solutions typically consider every Virtual Machine (VM) as a black box each with independent characteristics and face scalability issues by reducing the number of monitoring… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 25 REFERENCES

Filtering multivariate workload non-conformance in shared IT-infrastructures

  • 12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops
  • 2011
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Automated clustering of VMs for scalable cloud monitoring and management

  • SoftCOM 2012, 20th International Conference on Software, Telecommunications and Computer Networks
  • 2012
VIEW 2 EXCERPTS

A Software Architecture for the Analysis of Large Sets of Data Streams in Cloud Infrastructures

  • 2011 IEEE 11th International Conference on Computer and Information Technology
  • 2011
VIEW 2 EXCERPTS

Exploiting Resource Usage Patterns for Better Utilization Prediction

  • 2011 31st International Conference on Distributed Computing Systems Workshops
  • 2011
VIEW 1 EXCERPT

Syslog Extension for Cloud Using Syslog Structured Data

G. Golovinsky, S. Johnston, D. Birk
  • 2011
VIEW 1 EXCERPT

A Power-Aware Cloud Architecture with Smart Metering

  • 2010 39th International Conference on Parallel Processing Workshops
  • 2010
VIEW 1 EXCERPT

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