The Psychic-Skeptic Prediction framework for effective monitoring of DBMS workloads

@article{Elnaffar2009ThePP,
  title={The Psychic-Skeptic Prediction framework for effective monitoring of DBMS workloads},
  author={Said Elnaffar and Patrick Martin},
  journal={Data Knowl. Eng.},
  year={2009},
  volume={68},
  pages={393-414}
}
Self-optimization is one of the defining characteristics of an autonomic computing system. For a complex system, such as the database management system (DBMS), to be self-optimizing it should recognize properties of its workload and be able to adapt to changes in these properties over time. The workload type, for example, is a key to tuning a DBMS and may vary over the system’s normal processing cycle. Continually monitoring a DBMS, using a special tool called Workload Classifier, in order to… CONTINUE READING
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