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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
12780
Venue
VLDB
Year
2022
Pagerank
4.3875153e-05
Overall Rank
9,123 | 36.60%
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
4,873 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8557568e-05
8,511 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4904708e-05
10,413 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 4.1905499e-05
10,721 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.1905499e-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
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
417 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023734582
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
457 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022699974
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022216002
650 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.0001865144
729 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017448059
887 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00015561082
1,120 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013846732
1,268 Proactive Re-Optimization 2005 SIGMOD 0.00012914584
1,787 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010543821
2,060 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 9.6585115e-05
2,337 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 9.0092781e-05
2,542 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 8.5681631e-05
2,553 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5522099e-05
2,695 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2827669e-05
3,040 How to Fit when No One Size Fits 2013 CIDR 7.6672864e-05
3,270 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3013196e-05
3,353 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.1825176e-05
3,714 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 6.8176849e-05
3,753 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 6.7850001e-05
3,932 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 6.6190727e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,672 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.001444e-05
5,012 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 5.7543101e-05
5,210 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 5.6244961e-05
6,152 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 5.1802666e-05
7,063 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 4.8397918e-05
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