Evaluating Query Languages and Systems for High-Energy Physics Data

Summary: Six general-purpose data platforms evaluated on an HEP benchmark show wide variance in expressing HEP queries; SQL-like languages are often awkward for HEP patterns. Most platforms are 10–100× slower than the domain-specific HEP system, signaling substantial work to achieve relevance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12660
Venue: VLDB
Year: 2022
Pagerank: 4.2967256e-05
Overall Rank: 9,701 | 32.58%
DOI: 10.14778/3489496.3489498

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,762	Adaptive data transformations for QaaS	2025	CIDR	4.2815042e-05
9,900	AnyBlox: A Framework for Self-Decoding Datasets	2025	VLDB	4.2539423e-05

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
44	The Design Of Postgres	1986	SIGMOD	0.00071946446
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061707583
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040580118
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039408116
1,437	AsterixDB: A Scalable, Open Source BDMS	2014	VLDB	0.00011973401
3,548	Adaptive Query Processing on RAW Data	2014	VLDB	6.9798836e-05
4,021	Critical Database Technologies for High Energy Physics	1997	VLDB	6.5208103e-05
8,267	Rumble: Data Independence for Large Messy Data Sets	2021	VLDB	4.5410785e-05
8,863	Petabyte Databases	1999	SIGMOD	4.4288625e-05

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7,038	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD	4.8500241e-05
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
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3,952	A Specialized Data Management System For Parallel Execution of Particle Physics Codes	1988	SIGMOD	6.5907294e-05
1,413	A Query Language for Multidimensional Arrays: Design, Implementation, and Optimization Techniques	1996	SIGMOD	0.00012110416
701	Building Efficient Query Engines in a High-Level Language	2014	VLDB	0.00017893039
5,363	An In-Depth Benchmarking of Text-to-SQL Systems	2021	SIGMOD	5.5467941e-05
4,021	Critical Database Technologies for High Energy Physics	1997	VLDB	6.5208103e-05