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Predictable Performance for Unpredictable Workloads

Summary: Crescando delivers guaranteed latency and data freshness for unpredictable workloads via parallel in-memory scans and query-data joins. Describes the Crescando storage node, its algorithms and implementation, benchmarks showing broad workload guarantees. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h3401ac81bf3e484f
Venue
VLDB
Year
2009
Pagerank
9.3789552e-05
Overall Rank
1,918 | 87.11%
DOI
10.14778/1687627.1687707

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{unterbrunner_vldb09,
        title = {{Predictable Performance for Unpredictable Workloads}},
        author = {Unterbrunner, P. and Giannikis, G. and Alonso, G. and Fauser, D. and Kossmann, D.},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687707},
        url = {https://doi.org/10.14778/1687627.1687707},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
667 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014978213
1,040 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012364063
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
1,259 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011297239
1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.00010169494
1,848 Towards a One Size Fits All Database Architecture 2011 CIDR 9.5082163e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8081001e-05
2,842 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 7.949193e-05
3,122 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.6236292e-05
3,396 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 7.3418098e-05
3,599 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1773938e-05
4,011 Deployment of Query Plans on Multicores 2015 VLDB 6.8573269e-05
4,048 Fast Scans on Key-Value Stores 2017 VLDB 6.8304396e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7946812e-05
4,334 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.6569314e-05
4,392 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.6213651e-05
4,730 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.4468007e-05
4,912 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3578361e-05
5,213 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.2250048e-05
5,267 Predicting Cost Amortization for Query Services 2011 SIGMOD 6.2016737e-05
5,639 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0558642e-05
5,656 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.0488629e-05
5,771 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9992698e-05
5,829 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 5.9783397e-05
5,898 Crescando 2010 SIGMOD 5.954735e-05
6,257 COD: Database / Operating System Co-Design 2013 CIDR 5.8334552e-05
6,599 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.7404438e-05
6,801 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 5.6788193e-05
7,282 Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration 2020 VLDB 5.5666052e-05
7,790 Workload Optimization using SharedDB 2013 SIGMOD 5.4521545e-05
7,925 Runtime Variation in Big Data Analytics 2023 SIGMOD 5.4256585e-05
8,228 Operational Analytics Data Management Systems 2016 VLDB 5.3736562e-05
8,474 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.3343907e-05
9,782 Sharing Opportunities for OLTP Workloads in Different Isolation Levels 2020 VLDB 5.1296539e-05
11,727 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9793485e-05
12,652 SwissBox: An Architecture for Data Processing Appliances 2011 CIDR 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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