Goal-Oriented Buffer Management Revisited*

Summary: Revisits goal-oriented buffer management for multi-class workloads and introduces hit rate concavity as a design principle. Proposes Class Fencing, a buffer-allocation algorithm that is as accurate and stable as prior work but more responsive, robust, and simpler. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 2898
Venue: SIGMOD
Year: 1996
Pagerank: 8.4368672e-05
Overall Rank: 2,623 | 81.78%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036859633
661	Adaptive Self-Tuning Memory in DB2	2006	VLDB	0.00018488168
841	Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering	2002	VLDB	0.00015987128
1,856	AI Meets AI: Leveraging Query Executions to Improve Index Recommendations	2019	SIGMOD	0.00010319105
12,345	Declarative Management in Microsoft SQL Server	2009	VLDB	4.1905499e-05
12,394	Dynamic Partitioning of the Cache Hierarchy in Shared Data Centers	2008	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
10	Benchmarking Database Systems: A Systematic Approach	1983	VLDB	0.0012093675
128	An Evaluation of Buffer Management Strategies for Relational Database Systems	1985	VLDB	0.00044501642
197	Data Placement In Bubba	1988	SIGMOD	0.0003508637
306	The LRU-K Page Replacement Algorithm For Database Disk Buffering	1993	SIGMOD	0.00028255083
693	2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm	1994	VLDB	0.00018045505
1,913	Flexible Buffer Allocation Based on Marginal Gains	1991	SIGMOD	0.00010114422
1,981	Managing Memory to Meet Multiclass Workload Response Time Goals	1993	VLDB	9.8739039e-05
2,069	Towards Automated Performance Tuning For Complex Workloads	1994	VLDB	9.6356256e-05
4,695	Adaptive Database Buffer Allocation Using Query Feedback	1993	VLDB	5.9847623e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,069	Towards Automated Performance Tuning For Complex Workloads	1994	VLDB	9.6356256e-05
10,851	Sampling-based Predictive Database Buffer Management	2025	VLDB	4.1905499e-05
2,587	The Effect of Skewed Data Access on Buffer Hits and Data Contention in a Data Sharing Environment	1990	VLDB	8.4874819e-05
1,729	Integration of Buffer Management and Query Optimization in Relational Database Environment	1989	VLDB	0.00010730915
296	A Mechanism For Managing The Buffer Pool In A Relational Database System Using The Hot Set Model	1982	VLDB	0.00028636916
4,695	Adaptive Database Buffer Allocation Using Query Feedback	1993	VLDB	5.9847623e-05
2,047	Priority-Hints: An Algorithm for Priority-Based Buffer Management	1990	VLDB	9.6902821e-05
1,553	Predictive Load Control for Flexible Buffer Allocation	1991	VLDB	0.00011385736
1,913	Flexible Buffer Allocation Based on Marginal Gains	1991	SIGMOD	0.00010114422
1,981	Managing Memory to Meet Multiclass Workload Response Time Goals	1993	VLDB	9.8739039e-05