Oracle Workload Intelligence
Summary: Oracle Workload Intelligence (WI) models workloads to infer driving processes without overfitting, surfacing code paths for sequence-aware optimizations. It compares models across time to detect shifts, validated on synthetic workloads and customer benchmarks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Quoc Trung Tran (Oracle; University of California Santa Cruz)
- 2. Konstantinos Morfonios (Oracle)
- 3. Neoklis Polyzotis (Google; University of California Santa Cruz)
BibTeX Citation
@inproceedings{tran_sigmod15,
title = {{Oracle Workload Intelligence}},
author = {Tran, Quoc Trung and Morfonios, Konstantinos and Polyzotis, Neoklis},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2742791},
url = {https://dl.acm.org/doi/10.1145/2723372.2742791},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,053 | Database-Agnostic Workload Management | 2019 | CIDR | 6.9355341e-05 |
| 4,398 | Real-time Workload Pattern Analysis for Large-scale Cloud Databases | 2023 | VLDB | 6.7248611e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 1,831 | On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems | 2012 | VLDB | 9.6635729e-05 |
| 3,063 | Oracle Database Replay | 2008 | SIGMOD | 7.802088e-05 |
| 4,198 | Primitives for Workload Summarization and Implications for SQL | 2003 | VLDB | 6.8397659e-05 |
| 4,547 | Mind the Gap: Large-Scale Frequent Sequence Mining | 2013 | SIGMOD | 6.6373455e-05 |
| 8,087 | Mining Statistically Significant Substrings using the Chi-Square Statistic | 2012 | VLDB | 5.4904274e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,084 | Comprehensive and Efficient Workload Compression | 2021 | VLDB |
| 2 | 3,482 | Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads | 2013 | VLDB |
| 3 | 8,759 | A Testbed for Managing Dynamic Mixed Workloads | 2009 | VLDB |
| 4 | 6,673 | Database Workload Capacity Planning using Time Series Analysis and Machine Learning | 2020 | SIGMOD |
| 5 | 9,016 | DBSeer: Pain-free Database Administration through Workload Intelligence | 2015 | VLDB |
| 6 | 524 | Automatic SQL Tuning in Oracle 10g | 2004 | VLDB |
| 7 | 625 | Automatic Performance Diagnosis and Tuning in Oracle | 2005 | CIDR |
| 8 | 4,398 | Real-time Workload Pattern Analysis for Large-scale Cloud Databases | 2023 | VLDB |
| 9 | 4,053 | Database-Agnostic Workload Management | 2019 | CIDR |
| 10 | 5,073 | Database Workload Characterization with Query Plan Encoders | 2022 | VLDB |