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On-Demand State Separation for Cloud Data Warehousing

Summary: Introduces on-demand state separation to migrate in-flight queries between cloud workers, avoiding stateless overheads and restarts. Grounded in TPC-DS SF100 state analysis, it outlines a compiling DB design and evaluates migration and state-separation costs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12779
Venue
VLDB
Year
2022
Pagerank
4.3917246e-05
Overall Rank
9,125 | 36.52%
DOI
10.14778/3551793.3551845

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
8,513 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4947795e-05
10,402 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 4.1945683e-05
10,714 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.1945683e-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
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039180521
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
426 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023594359
456 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022717134
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022226941
650 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00018659177
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
892 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00015559876
1,121 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013856011
1,272 Proactive Re-Optimization 2005 SIGMOD 0.00012920076
1,795 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010526672
2,062 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 9.6481955e-05
2,358 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 8.9617346e-05
2,545 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 8.5725413e-05
2,568 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5239227e-05
2,693 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2883398e-05
3,034 How to Fit when No One Size Fits 2013 CIDR 7.6752083e-05
3,265 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3083672e-05
3,350 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.1890237e-05
3,710 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 6.8238962e-05
3,753 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 6.7871241e-05
4,247 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 6.325596e-05
4,617 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.0446738e-05
4,667 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.0116919e-05
5,014 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 5.7586174e-05
5,212 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 5.6262923e-05
6,149 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 5.1847534e-05
7,092 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 4.8370308e-05
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