CONTROL: Continuous Output and Navigation Technology with Refinement On-Line
Summary: Continuous output/navigation for data-intensive workloads with online refinement; new query-processing techniques iteratively improve estimates and confidence via user feedback to control long-running ops. Demonstration shows modified DB engine and impact on aggregations, visualization, and GUI widgets, contrasted with batch processing. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ron Avnur (University of California Berkeley)
- 2. Joseph M. Hellerstein (University of California Berkeley)
- 3. Bruce Lo (University of California Berkeley)
- 4. Chris Olston (University of California Berkeley)
- 5. Bhaskaran Raman (University of California Berkeley)
- 6. Vijayshankar Raman (University of California Berkeley)
- 7. Tali Roth (University of California Berkeley)
- 8. Kirk Wylie (University of California Berkeley)
BibTeX Citation
@inproceedings{avnur_sigmod98,
title = {{CONTROL: Continuous Output and Navigation Technology with Refinement On-Line}},
author = {Avnur, Ron and Hellerstein, Joseph M. and Lo, Bruce and Olston, Chris and Raman, Bhaskaran and Raman, Vijayshankar and Roth, Tali and Wylie, Kirk},
series = {{SIGMOD} '98},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/276304.276383},
url = {https://dl.acm.org/doi/10.1145/276304.276383},
year = {1998}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,009 | Online Aggregation for Large MapReduce Jobs | 2011 | VLDB | 0.00012684342 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00077458002 |
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