Back to papers
CliffGuard: A Principled Framework for Finding Robust Database Designs
Summary: CliffGuard applies robust optimization to select physical designs (indices, materialized views) under workload uncertainty. Users set risk tolerance to trade nominal optimality for robustness, yielding predictable performance amid workload shifts.
(summarized by gpt-5-nano on Feb 09 2026)
Paper ID
5133
Venue
SIGMOD
Year
2015
Pagerank
6.3103741e-05
Overall Rank
5,222 | 64.18%
DOI
10.1145/2723372.2749454
Incoming Non-self Citations Over Time
BibTeX Citation
Copy BibTeX
@inproceedings{mozafari_sigmod15,
title = {{CliffGuard: A Principled Framework for Finding Robust Database Designs}},
author = {Mozafari, Barzan and Goh, Eugene Zhen Ye and Yoon, Dong Young},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2749454},
url = {https://dl.acm.org/doi/10.1145/2723372.2749454},
year = {2015}
}
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
Rank
Citing Paper
Year
Venue
Pagerank
772
VerdictDB: Universalizing Approximate Query Processing
2018
SIGMOD
0.00014147905
798
DBSherlock: A Performance Diagnostic Tool for Transactional Databases
2016
SIGMOD
0.00013919795
1,108
Approximate Query Processing: No Silver Bullet
2017
SIGMOD
0.00012145154
1,995
Database Learning: Toward a Database that Becomes Smarter Every Time
2017
SIGMOD
9.3403665e-05
2,592
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment
2016
SIGMOD
8.3657526e-05
2,866
Optimal Column Layout for Hybrid Workloads
2019
VLDB
8.0175489e-05
2,868
SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics
2017
CIDR
8.0156936e-05
3,080
Distributed Lock Management with RDMA: Decentralization without Starvation
2018
SIGMOD
7.7746739e-05
3,460
DIAMetrics: Benchmarking Query Engines at Scale
2020
VLDB
7.3939262e-05
4,816
A Top-Down Approach to Achieving Performance Predictability in Database Systems
2017
SIGMOD
6.4949878e-05
5,552
Enabling Incremental Query Re-Optimization
2016
SIGMOD
6.1778488e-05
5,743
Joins on Samples: A Theoretical Guide for Practitioners
2020
VLDB
6.1025457e-05
5,766
Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty
2022
VLDB
6.094771e-05
5,906
Approximate Query Engines: Commercial Challenges and Research Opportunities
2017
SIGMOD
6.0457047e-05
8,204
PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees
2025
SIGMOD
5.4667903e-05
9,016
DBSeer: Pain-free Database Administration through Workload Intelligence
2015
VLDB
5.3312701e-05
10,955
DobLIX: A Dual-Objective Learned Index for Log-Structured Merge Trees
2025
VLDB
5.093636e-05
11,916
Demonstration of VerdictDB, the Platform-Independent AQP System
2018
SIGMOD
5.093636e-05
Outgoing Citations (Sorted by Pagerank)
Showing 26 of 26 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Rank
Cited Paper
Year
Venue
Pagerank
186
The Vertica Analytic Database: C-Store 7 Years Later
2012
VLDB
0.00026182534
259
Database Cracking
2007
CIDR
0.00023119313
492
Robust Query Processing through Progressive Optimization
2004
SIGMOD
0.0001756877
524
Automatic SQL Tuning in Oracle 10g
2004
VLDB
0.00017120666
553
Congressional Samples for Approximate Answering of Group-By Queries
2000
SIGMOD
0.00016590619
566
Towards a Robust Query Optimizer: A Principled and Practical Approach
2005
SIGMOD
0.00016436005
682
Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques
2012
VLDB
0.00015014887
931
Aqua: A Fast Decision Support System Using Approximate Query Answers
1999
VLDB
0.00013125812
942
Materialized View Selection for Multidimensional Datasets
1998
VLDB
0.00013076262
1,104
Least Expected Cost Query Optimization: An Exercise in Utility
1999
PODS
0.00012157634
1,227
Blink and It's Done: Interactive Queries on Very Large Data
2012
VLDB
0.00011582387
1,266
Compressing SQL Workloads
2002
SIGMOD
0.00011412078
1,367
H2O: A Hands-free Adaptive Store
2014
SIGMOD
0.00011014419
1,401
Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems
2014
SIGMOD
0.00010889902
1,679
Self-organizing Tuple Reconstruction in Column-stores
2009
SIGMOD
0.00010029136
1,872
The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing
2014
SIGMOD
9.5759874e-05
1,931
Performance and Resource Modeling in Highly-Concurrent OLTP Workloads
2013
SIGMOD
9.4664741e-05
1,969
PIQL: Success-Tolerant Query Processing in the Cloud
2012
VLDB
9.3749819e-05
2,149
Probabilistic Optimization of Top N Queries
1999
VLDB
9.0821709e-05
3,513
Variance Aware Optimization of Parameterized Queries
2010
SIGMOD
7.354613e-05
3,830
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores
2012
VLDB
7.0877801e-05
4,000
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud
2013
CIDR
6.9666198e-05
5,307
Materialized View and Index Selection Tool for Microsoft SQL Server 2000
2001
SIGMOD
6.2728074e-05
5,358
ABS: a System for Scalable Approximate Queries with Accuracy Guarantees
2014
SIGMOD
6.2492955e-05
5,720
Opportunistic Physical Design for Big Data Analytics
2014
SIGMOD
6.1092082e-05
7,346
An Automated, Yet Interactive and Portable DB Designer
2010
SIGMOD
5.6377748e-05
Semantically Similar Papers