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DIAMetrics: Benchmarking Query Engines at Scale

Summary: DIAMetrics: benchmarking for query engines with summarization, anonymization, execution, monitoring, regression detection, and alerting. Modular, driver-based design abstracts system specifics via canonical formats, enabling scalable benchmarking across engines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12210
Venue
VLDB
Year
2020
Pagerank
6.7864305e-05
Overall Rank
3,750 | 73.94%
DOI
10.14778/3415478.3415551

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
4,469 Comprehensive and Efficient Workload Compression 2021 VLDB 6.1535623e-05
5,289 LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning 2022 SIGMOD 5.5790771e-05
6,113 Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud 2022 VLDB 5.2006495e-05
7,652 Machine Learning for Cloud Data Systems: the Progress so far and the Path Forward 2021 VLDB 4.6831938e-05
7,887 SQLStorm: Taking Database Benchmarking into the LLM Era 2025 VLDB 4.6218382e-05
8,196 SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft 2021 VLDB 4.5568952e-05
8,596 LST-Bench: Benchmarking Log-Structured Tables in the Cloud 2024 SIGMOD 4.4839589e-05
8,880 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 4.4254065e-05
8,903 DoppelGanger++: Towards Fast Dependency Graph Generation for Database Replay 2024 SIGMOD 4.4229886e-05
9,645 PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking 2025 VLDB 4.3067693e-05
9,746 Still Asking: How Good Are Query Optimizers, Really? 2025 VLDB 4.2856385e-05
11,406 DBMS Annihilator: A High-Performance Database Workload Generator in Action 2022 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
10 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.0012093675
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
237 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00031727601
900 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015466804
1,008 Spanner: Becoming a SQL System 2017 SIGMOD 0.00014663067
1,443 Compressing SQL Workloads 2002 SIGMOD 0.00011944621
1,838 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010353323
3,102 Oracle Database Replay 2008 SIGMOD 7.5604346e-05
3,344 F1 Query: Declarative Querying at Scale 2018 VLDB 7.1944106e-05
3,980 The BUCKY Object-Relational Benchmark 1997 SIGMOD 6.5617607e-05
4,272 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 6.2933353e-05
4,469 Comprehensive and Efficient Workload Compression 2021 VLDB 6.1535623e-05
5,578 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 5.4231783e-05
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