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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
5.1958405e-05
Overall Rank
9,316 | 37.37%
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 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
4,034 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8393244e-05
8,746 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 5.287784e-05
9,948 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 5.1038322e-05
10,857 Interoperable ACID Transactions for Open Table Formats 2026 VLDB 4.9793485e-05
11,344 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.9793485e-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
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041219077
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024598661
233 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023783585
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002095191
373 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019711632
424 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001848836
481 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00017603972
738 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014334201
836 Proactive Re-Optimization 2005 SIGMOD 0.00013557047
893 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013220089
1,135 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011891907
1,343 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00010963588
1,496 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010482718
1,790 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.6272006e-05
2,084 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0716512e-05
2,213 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.8206114e-05
2,966 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.8039817e-05
3,135 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.6092468e-05
3,151 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.5906513e-05
3,258 How to Fit when No One Size Fits 2013 CIDR 7.4873069e-05
3,339 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 7.4080114e-05
3,402 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3304477e-05
3,520 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2360022e-05
4,045 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8328968e-05
4,069 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 6.821366e-05
4,388 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 6.6228033e-05
5,446 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.1266228e-05
6,792 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.6810904e-05
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