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PIQL: Success-Tolerant Query Processing in the Cloud

Summary: PIQL provides scale independence by statically bounding per-query KV operations, enabling success-tolerant cloud apps with SLO guarantees. A declarative language, scalable architecture, and a SLO-prediction model; evaluated on TPC-W and SCADr with hundreds of machines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10420
Venue
VLDB
Year
2012
Pagerank
9.654149e-05
Overall Rank
2,062 | 85.68%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,387 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00012249858
1,452 What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another? 2017 PODS 0.00011922523
1,813 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00010452333
2,143 Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities 2019 SIGMOD 9.4437798e-05
2,654 Probabilistically Bounded Staleness for Practical Partial Quorums 2012 VLDB 8.3639933e-05
4,457 Generalized Scale Independence Through Incremental Precomputation 2013 SIGMOD 6.1636855e-05
4,545 Bounded Conjunctive Queries 2014 VLDB 6.0917464e-05
4,920 On Performance Stability in LSM-based Storage Systems 2020 VLDB 5.8262404e-05
5,518 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 5.468383e-05
5,578 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 5.4231783e-05
6,437 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.0554119e-05
6,914 CYADB: A Database that Covers Your Ask 2018 VLDB 4.8878659e-05
7,061 Querying Big Data by Accessing Small Data 2015 PODS 4.8400281e-05
7,410 On Scale Independence for Querying Big Data 2014 PODS 4.7320027e-05
8,963 An Effective Syntax for Bounded Relational Queries 2016 SIGMOD 4.4165156e-05
10,633 Fair Transaction Processing for Multi-Tenant Databases 2025 VLDB 4.1905499e-05
11,001 Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems 2024 VLDB 4.1905499e-05
11,703 Tighter Upper Bounds for Join Cardinality Estimates 2018 SIGMOD 4.1905499e-05
11,834 Bounded Query Rewriting Using Views 2016 PODS 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
8 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0015436578
54 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.0006582344
144 Optimization of Nonrecursive Queries 1986 VLDB 0.00041430126
189 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00035934191
469 On Saying "Enough Already!" in SQL 1997 SIGMOD 0.00022397468
673 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00018325667
715 Building a Database on S3 2008 SIGMOD 0.00017636409
931 An Evaluation of Alternative Architectures for Transaction Processing in the Cloud 2010 SIGMOD 0.00015228565
1,026 WSQ/DSQ: A Practical Approach for Combined Querying of Databases and the Web* 2000 SIGMOD 0.00014595291
1,706 SCADS: Scale-Independent Storage for Social Computing Applications 2009 CIDR 0.00010806188
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