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Goals and Benchmarks for Autonomic Configuration Recommenders

Summary: Flexible performance-goal characterization and benchmarking for autonomic configuration recommenders (indexes, materialized views, partitions) in DBMS. Exploratory workloads with real and synthetic data; single-column index baseline; results show unfulfilled potential for several orders of magnitude improvements over current tools. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h0f48dfce0570bb01
Venue
SIGMOD
Year
2005
Pagerank
5.2824923e-05
Overall Rank
8,759 | 41.13%
DOI
10.1145/1066157.1066185

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{consens_sigmod05,
        title = {{Goals and Benchmarks for Autonomic Configuration Recommenders}},
        author = {Consens, Mariano P. and Barbosa, Denilson and Teisanu, Adrian and Mignet, Laurent},
        series = {{SIGMOD} '05},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1066157.1066185},
        url = {https://dl.acm.org/doi/10.1145/1066157.1066185},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
2,025 Efficient Use of the Query Optimizer for Automated Physical Design 2007 VLDB 9.1650298e-05
7,181 Designing Information-Preserving Mapping Schemes for XML 2005 VLDB 5.5906468e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

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