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Efficiently Compiling Efficient Query Plans for Modern Hardware

Summary: Novel compilation strategy translates a query into compact LLVM-compiled code, improving locality and branch predictability. Yields performance close to hand-written C++, integrated into HyPer with modest compilation time. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10282
Venue
VLDB
Year
2011
Pagerank
0.00064439773
Overall Rank
60 | 99.59%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 47 of 197 citing papers.

Rank Citing Paper Year Venue Pagerank
9,029 Provenance for SQL through Abstract Interpretation: Value-less, but Worthwhile 2015 VLDB 4.4040532e-05
9,124 Dynamic Speculative Optimizations for SQL Compilation in Apache Spark 2020 VLDB 4.391961e-05
9,125 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 4.3917246e-05
9,268 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 4.3657168e-05
9,289 In-Browser Interactive SQL Analytics with Afterburner 2017 SIGMOD 4.362197e-05
9,299 Engineering High-Performance Database Engines 2014 VLDB 4.3587894e-05
9,326 BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach 2023 SIGMOD 4.3556432e-05
9,332 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 4.3556432e-05
9,366 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 4.3493859e-05
9,414 TreeToaster: Towards an IVM-Optimized Compiler 2021 SIGMOD 4.3441378e-05
9,464 Memory Efficient Scheduling of Query Pipeline Execution 2022 CIDR 4.3355852e-05
9,496 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 4.3341665e-05
9,604 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 4.3177432e-05
9,625 Optimization of Disjunctive Predicates for Main Memory Column Stores 2017 SIGMOD 4.3157275e-05
9,634 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 4.3122147e-05
9,671 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 4.306318e-05
9,694 EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution 2025 VLDB 4.3025567e-05
9,719 Tuplex: Robust, Efficient Analytics When Python Rules 2019 VLDB 4.2980763e-05
9,814 Optimizing Nested Recursive Queries 2024 SIGMOD 4.2783272e-05
9,823 Thriving in the No Man’s Land between Compilers and Databases 2019 CIDR 4.2754485e-05
9,857 Towards Unifying Query Interpretation and Compilation 2023 CIDR 4.269353e-05
9,884 SQL Engines Excel at the Execution of Imperative Programs 2024 VLDB 4.2635782e-05
9,913 Chukonu: A Fully-Featured High-Performance Big Data Framework that Integrates a Native Compute Engine into Spark 2022 VLDB 4.2565279e-05
9,926 Darwin: Scale-In Stream Processing 2022 CIDR 4.2543961e-05
9,944 Out-of-order Execution of Database Queries 2020 VLDB 4.2446672e-05
9,957 How to Optimize SQL Queries? A Comparison Between Split, Holistic, and Hybrid Approaches 2025 VLDB 4.2373024e-05
9,997 Raqlet: Cross-Paradigm Compilation for Recursive Queries 2026 CIDR 4.1945683e-05
10,238 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.1945683e-05
10,253 Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization 2026 VLDB 4.1945683e-05
10,271 OBELISK: Efficient Offline Query Planning with Bayesian Optimization-Informed Language Model Reasoning 2026 VLDB 4.1945683e-05
10,442 LingoDB-CT: Understanding LingoDB's Inner Workings 2025 SIGMOD 4.1945683e-05
10,635 Saving Private Hash Join 2025 VLDB 4.1945683e-05
10,767 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 4.1945683e-05
10,897 Welding Natural Language Queries to Analytics IRs with LLMs 2024 CIDR 4.1945683e-05
10,969 Query Compilation Without Regrets 2024 SIGMOD 4.1945683e-05
10,976 StarfishDB: a Query Execution Engine for Relational Probabilistic Programming 2024 SIGMOD 4.1945683e-05
11,069 Hardware-Efficient Data Imputation through DBMS Extensibility 2024 VLDB 4.1945683e-05
11,148 mutable: A Modern DBMS for Research and Fast Prototyping 2023 CIDR 4.1945683e-05
11,237 Cracking-Like Join for Trusted Execution Environments 2023 VLDB 4.1945683e-05
11,254 Asymptotically Better Query Optimization Using Indexed Algebra 2023 VLDB 4.1945683e-05
11,269 Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines 2023 VLDB 4.1945683e-05
11,427 Accelerating Complex Analytics using Speculation 2021 CIDR 4.1945683e-05
11,510 Low-Latency Compilation of SQL Queries to Machine Code 2021 VLDB 4.1945683e-05
11,609 Like Water and Oil: With a Proper Emulsifier, Query Compilation and Data Parallelism Will Mix Well 2020 VLDB 4.1945683e-05
11,856 Index-Assisted Hierarchical Computations in Main-Memory RDBMS 2016 VLDB 4.1945683e-05
12,035 Query Processing on Prefix Trees Live 2013 SIGMOD 4.1945683e-05
13,131 UmbraPerf - Profiling Results Tailored for DBMS Developers 2025 VLDB -
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066474881
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
714 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00017730584
757 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017078358
795 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00016600368
1,354 Managing Intra-operator Parallelism in Parallel Database Systems 1995 VLDB 0.00012408166
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