Non-linear Optimization of Performance Functions for Autonomic Database Performance Tuning

@article{Rabinovitch2007NonlinearOO,
  title={Non-linear Optimization of Performance Functions for Autonomic Database Performance Tuning},
  author={G. Rabinovitch and D. Wiese},
  journal={Third International Conference on Autonomic and Autonomous Systems (ICAS'07)},
  year={2007},
  pages={48-48}
}
  • G. Rabinovitch, D. Wiese
  • Published 2007
  • Computer Science
  • Third International Conference on Autonomic and Autonomous Systems (ICAS'07)
Modern ondemand environments are coined by a heterogeneous diversity of components, architectures and applications. High performance, availability and further service level agreements need to be satisfied under any circumstances in order to please customers. Today, highly skilled database administrators (DBAs) are required to tune the DBMS within their complex environments. Achieved DBMS' performance depends on individual DBA skills, home-grown tuning scripts and in most cases is reactive to… Expand
19 Citations
Knowledge Management in Autonomic Database Performance Tuning
  • D. Wiese, G. Rabinovitch
  • Computer Science
  • 2009 Fifth International Conference on Autonomic and Autonomous Systems
  • 2009
  • 18
  • PDF
Adaptive neuro-fuzzy technique for performance tuning of database management systems
  • 3
NNMonitor: Performance modeling for database servers
  • 5
Neural Network based Performance Tuning in Distributed Database Environment
  • PDF
Autonomic Database Management: State of the Art and Future Trends
  • 2
  • PDF
MAG: A performance evaluation framework for database systems
  • 6
Do you know how to configure your enterprise relational database to reduce incidents?
  • 4
  • PDF
...
1
2
...

References

SHOWING 1-9 OF 9 REFERENCES
Towards workload-aware dbmss: identifying workload type and predicting its change
  • 14
  • PDF
Automatic Diagnosis of Performance Problems in Database Management Systems
  • D. Benoit
  • Computer Science
  • Second International Conference on Autonomic Computing (ICAC'05)
  • 2005
  • 26
  • PDF
Today's DBMSs: how autonomic are they
  • 42
  • PDF
Mastering MATLAB
  • 186
Autonomic Database Performance Tuning: Formal system modelling for IBM DB2 UDB (in German)
  • Master's Thesis,
  • 2006
Techniques for approximation and optimization of IBM DB2 UDB performance functions (in German)
  • Master's Thesis. University of Jena,
  • 2007
SQL trend analysis applying mathematical methods
  • Master's Thesis, University of Stuttgart,
  • 2005
Standard Specification . Revision 5 . 7 . Transaction Processing Performance Council , 2006
  • 2004