Distribution-Based Query Scheduling
Summary: Proposes distribution-based scheduling using histograms of likely query runtimes, introducing Shepherd as the scheduler. Across synthetic and TPC workloads, Shepherd beats point-based methods by exploiting execution-time distributions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yun Chi (NEC Corporation)
- 2. Hakan Hacıgümüş (NEC Corporation)
- 3. Wang-Pin Hsiung (NEC Corporation)
- 4. Jeffrey F. Naughton (University of Wisconsin)
BibTeX Citation
@article{chi_vldb13,
title = {{Distribution-Based Query Scheduling}},
author = {Chi, Yun and Hacıgümüş, Hakan and Hsiung, Wang-Pin and Naughton, Jeffrey F.},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {9},
pages = {673--684},
doi = {10.14778/2536360.2536367},
url = {https://doi.org/10.14778/2536360.2536367},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,656 | Uncertainty Aware Query Execution Time Prediction | 2014 | VLDB | 6.0488629e-05 |
| 6,166 | Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving | 2025 | SIGMOD | 5.8631131e-05 |
| 10,148 | Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries | 2025 | VLDB | 5.0715586e-05 |
| 10,930 | Seron: Smart Query Router for Multi-Primary Cloud-Native Databases with Shared Storage | 2026 | VLDB | 4.9793485e-05 |
| 11,447 | LASER: Buffer-Aware Learned Query Scheduling in Master-Standby Databases | 2025 | VLDB | 4.9793485e-05 |
| 12,315 | Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud | 2017 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 629 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.00015429949 |
| 682 | Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques | 2012 | VLDB | 0.0001481781 |
| 2,106 | iCBS: Incremental Cost-based Scheduling under Piecewise Linear SLAs | 2011 | VLDB | 9.0316322e-05 |
| 3,519 | Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads | 2013 | VLDB | 7.2389387e-05 |
| 5,535 | Real-Time Transaction Scheduling: A Cost Conscious Approach | 1993 | SIGMOD | 6.0923005e-05 |
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