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On-Demand State Separation for Cloud Data Warehousing

Summary: Introduces on-demand state separation to migrate running queries between cloud workers without discarding progress. A compiling-system implementation characterizes TPC-DS state, migration constraints, and costs, retaining flexibility without always paying stateless-execution overhead. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h382402932fff079f
Venue
VLDB
Year
2022
Pagerank
5.1762083e-05
Overall Rank
9,350 | 37.33%
DOI
10.14778/3551793.3551845
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{winter_vldb22,
        title = {{On-Demand State Separation for Cloud Data Warehousing}},
        author = {Winter, Christian and Giceva, Jana and Neumann, Thomas and Kemper, Alfons},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {11},
        pages = {2966--2979},
        doi = {10.14778/3551793.3551845},
        url = {https://doi.org/10.14778/3551793.3551845},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 29 of 29 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024554257
226 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002389883
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020904249
375 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019660459
426 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00018432573
471 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00017691682
742 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014284689
838 Proactive Re-Optimization 2005 SIGMOD 0.00013528646
895 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.0001317406
1,134 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011863043
1,315 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00011047549
1,497 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010447125
1,687 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.8500167e-05
2,092 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0432353e-05
2,162 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.9192007e-05
2,878 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.8955094e-05
3,055 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.6896798e-05
3,146 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.5819173e-05
3,271 How to Fit when No One Size Fits 2013 CIDR 7.4609627e-05
3,347 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 7.3802385e-05
3,404 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.3212594e-05
3,416 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3046808e-05
4,069 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8080574e-05
4,088 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 6.7973616e-05
4,096 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 6.7949494e-05
5,210 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.2142008e-05
6,805 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.6612739e-05
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