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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
12967
Venue
VLDB
Year
2022
Pagerank
5.3123022e-05
Overall Rank
9,154 | 37.20%
DOI
10.14778/3551793.3551845

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 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
8,609 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 5.4023412e-05
10,688 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 5.093636e-05
10,957 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 5.093636e-05
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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
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
237 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002369895
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
419 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001879684
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
492 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.0001756877
741 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014442062
829 Proactive Re-Optimization 2005 SIGMOD 0.00013769838
902 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013328979
1,453 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010742227
1,460 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010710674
1,584 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.0001028934
1,925 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.4764398e-05
2,151 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0784444e-05
2,344 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.7199754e-05
3,071 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.7885156e-05
3,100 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.7608255e-05
3,202 How to Fit when No One Size Fits 2013 CIDR 7.6409287e-05
3,246 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.602048e-05
3,275 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 7.5747814e-05
3,351 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.4937347e-05
3,632 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2368817e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,481 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 6.6754521e-05
4,493 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 6.6647555e-05
5,348 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.2562688e-05
6,686 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.8029143e-05
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