Load Prediction and Hot Spot Detection Models for Autonomic Cloud Computing

@article{Saripalli2011LoadPA,
  title={Load Prediction and Hot Spot Detection Models for Autonomic Cloud Computing},
  author={Prasad Saripalli and G. V. R. Kiran and R. Ravi Shankar and Harish Narware and Nitin Bindal},
  journal={2011 Fourth IEEE International Conference on Utility and Cloud Computing},
  year={2011},
  pages={397-402}
}
Cloud computing is leading to transformational changes with stringent requirements on usability, performance and security over very heterogeneous workloads. Their run-time management requires realistic algorithms and techniques for sampling, measurement and characterization for load prediction. Due to the expectation of elasticity, large swings in their demand are common, which cannot be modeled accurately based on raw measures such as the number of session requests, which show very large… CONTINUE READING
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