Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing

  title={Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing},
  author={Yilei Zhang and Zibin Zheng and Michael R. Lyu},
  journal={2011 IEEE 30th International Symposium on Reliable Distributed Systems},
With the increasing popularity of cloud computing as a solution for building high-quality applications on distributed components, efficiently evaluating user-side quality of cloud components becomes an urgent and crucial research problem. However, invoking all the available cloud components from user-side for evaluation purpose is expensive and impractical. To address this critical challenge, we propose a neighborhood-based approach, called CloudPred, for collaborative and personalized quality… CONTINUE READING
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