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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
9.375192e-05
Overall Rank
1,918 | 87.12%
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
669 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014975391
1,040 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012358804
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,260 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011293425
1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.00010165157
1,845 Towards a One Size Fits All Database Architecture 2011 CIDR 9.5158088e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8062552e-05
2,837 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 7.9495917e-05
3,124 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.6222513e-05
3,396 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 7.3386533e-05
3,597 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1759026e-05
4,012 Deployment of Query Plans on Multicores 2015 VLDB 6.8540959e-05
4,047 Fast Scans on Key-Value Stores 2017 VLDB 6.8293103e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7915554e-05
4,334 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.6537801e-05
4,393 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.618354e-05
4,732 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.4439712e-05
4,913 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3548977e-05
5,213 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.222614e-05
5,272 Predicting Cost Amortization for Query Services 2011 SIGMOD 6.1987379e-05
5,638 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0546358e-05
5,658 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.0460211e-05
5,772 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9964298e-05
5,831 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 5.9755208e-05
5,900 Crescando 2010 SIGMOD 5.9519287e-05
6,260 COD: Database / Operating System Co-Design 2013 CIDR 5.8306971e-05
6,601 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.737728e-05
6,807 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 5.6761312e-05
7,285 Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration 2020 VLDB 5.5639701e-05
7,797 Workload Optimization using SharedDB 2013 SIGMOD 5.4495763e-05
7,930 Runtime Variation in Big Data Analytics 2023 SIGMOD 5.42309e-05
8,234 Operational Analytics Data Management Systems 2016 VLDB 5.3712067e-05
8,481 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.3318655e-05
9,788 Sharing Opportunities for OLTP Workloads in Different Isolation Levels 2020 VLDB 5.1272255e-05
11,733 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9769913e-05
12,658 SwissBox: An Architecture for Data Processing Appliances 2011 CIDR 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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