Principles of database buffer management
ACM Transactions on Database Systems (TODS)
Buffer management in relational database systems
ACM Transactions on Database Systems (TODS)
Diversity in database reference behavior
SIGMETRICS '89 Proceedings of the 1989 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Priority in DBMS resource scheduling
VLDB '89 Proceedings of the 15th international conference on Very large data bases
Data cache management using frequency-based replacement
SIGMETRICS '90 Proceedings of the 1990 ACM SIGMETRICS conference on Measurement and modeling of computer systems
Analytical modelling of a hierarchical buffer for a data sharing environment
SIGMETRICS '91 Proceedings of the 1991 ACM SIGMETRICS conference on Measurement and modeling of computer systems
Flexible buffer allocation based on marginal gains
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Analysis of the generalized clock buffer replacement scheme for database transaction processing
SIGMETRICS '92/PERFORMANCE '92 Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
The LRU-K page replacement algorithm for database disk buffering
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
The COMFORT automatic tuning project
Information Systems
BROOM: buffer replacement using online optimization by mining
Proceedings of the seventh international conference on Information and knowledge management
Flexible and Adaptable Buffer Management Techniques for Database Management Systems
IEEE Transactions on Computers
On Coupling Multiple Systems With A Global Buffer
IEEE Transactions on Knowledge and Data Engineering
Buffer Management in Distributed Database Systems: A Data Mining Based Approach
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Predictive Load Control for Flexible Buffer Allocation
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
Adaptive Database Buffer Allocation Using Query Feedback
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
A Mechanism for Managing the Buffer Pool in a Relational Database System Using the Hot Set Model
VLDB '82 Proceedings of the 8th International Conference on Very Large Data Bases
An evaluation of buffer management strategies for relational database systems
VLDB '85 Proceedings of the 11th international conference on Very Large Data Bases - Volume 11
Two-Level Replacement Decisions in Paging Stores
IEEE Transactions on Computers
| Hi-index | 0.00 |
This paper studies the buffer size setting problem for distributed databased systems. The main goal is to minimize physical I/O while achieving better buffer utilization at the same time. Different from the traditional buffer management strategies where limited knowledge of user access patterns is analyzed and used, our buffer allocation mechanism extracts knowledge from historical reference streams, and then determines the optimal buffer space based on the discovered knowledge. Simulation experiments show that the proposed method can achieve an optimal buffer allocation solution for distributed database systems.