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MonetDB/X100: Hyper-Pipelining Query Execution

Summary: Diagnoses low IPC in analytical DBs and proposes processor-aware guidelines emphasizing vectorized, cache/SIMD-friendly execution and deep hyper-pipelining. MonetDB/X100 implements hyper-pipelined, vectorized operators in a Volcano-like engine, delivering 10–100× TPC-H 100GB speedups. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hef07ef7448669cbe
Venue
CIDR
Year
2005
Pagerank
0.00064031282
Overall Rank
14 | 99.91%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{boncz_cidr05,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '05},
        title = {{MonetDB/X100: Hyper-Pipelining Query Execution}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Boncz, Peter and Zukowski, Marcin and Nes, Niels},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 40 of 190 citing papers.

Rank Citing Paper Year Venue Pagerank
8,822 Boosting Efficiency of External Pipelines by Blurring Application Boundaries 2022 CIDR 5.2690274e-05
9,283 AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers 2016 SIGMOD 5.203265e-05
9,472 Query Compilation Without Regrets 2024 SIGMOD 5.1711207e-05
9,561 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB 5.1571823e-05
9,566 Saving Private Hash Join 2025 VLDB 5.1571823e-05
9,600 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 5.1548991e-05
9,748 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 5.1349531e-05
9,784 Memory Efficient Scheduling of Query Pipeline Execution 2022 CIDR 5.1285917e-05
9,981 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 5.1011277e-05
9,987 Frequency-Store: Scaling Image AI by A Column-Store for Images 2025 CIDR 5.1001827e-05
9,999 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 5.0979044e-05
10,193 Towards Unifying Query Interpretation and Compilation 2023 CIDR 5.0633497e-05
10,304 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.0400722e-05
10,306 Simple (yet Efficient) Function Authoring for Vectorized Engines 2024 VLDB 5.0400722e-05
10,312 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.0386264e-05
10,318 Out-of-order Execution of Database Queries 2020 VLDB 5.0367346e-05
10,356 I Can't Believe It's Not Yannakakis: Pragmatic Bitmap Filters in Microsoft SQL Server 2026 CIDR 4.9793485e-05
10,452 Factorized and Vectorized Execution: Optimizing Analytical and Semantic Queries over Relations 2026 SIGMOD 4.9793485e-05
10,505 Variational Inference for De Finetti Logic 2026 SIGMOD 4.9793485e-05
10,710 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.9793485e-05
10,723 Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization 2026 VLDB 4.9793485e-05
10,823 Revisiting Filtered ANN Benchmarks: A Hardness-Controlled Benchmark Generator for Realistic Evaluation 2026 VLDB 4.9793485e-05
10,886 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9793485e-05
10,889 Rhyme Native: Efficient Code Generation for Structured and Semi-Structured Workloads 2026 VLDB 4.9793485e-05
10,910 TEngineDB-V: An OLAP-Native Vector Search System for Large-k Workloads at Tencent 2026 VLDB 4.9793485e-05
10,911 Hermes at Scale: Powering Distributed Queries with a Unified Memory Fabric 2026 VLDB 4.9793485e-05
10,914 FastCompose: Eliminating Compilation Cold Starts in Query Execution with Composition 2026 VLDB 4.9793485e-05
10,915 Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL 2026 VLDB 4.9793485e-05
11,154 LingoDB-CT: Understanding LingoDB's Inner Workings 2025 SIGMOD 4.9793485e-05
11,381 Freely Moving Between the OLTP and OLAP Worlds: Hermes – an High-Performance OLAP Accelerator for MySQL 2025 VLDB 4.9793485e-05
11,433 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.9793485e-05
11,532 StarfishDB: a Query Execution Engine for Relational Probabilistic Programming 2024 SIGMOD 4.9793485e-05
11,666 Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets 2024 VLDB 4.9793485e-05
11,675 Pipeline Group Optimization on Disaggregated Systems 2023 CIDR 4.9793485e-05
11,750 Cracking-Like Join for Trusted Execution Environments 2023 VLDB 4.9793485e-05
11,779 Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines 2023 VLDB 4.9793485e-05
12,257 Effective Temporal Dependence Discovery in Time Series Data 2018 VLDB 4.9793485e-05
12,524 Query Processing on Prefix Trees Live 2013 SIGMOD 4.9793485e-05
12,685 A Demonstration of HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 4.9793485e-05
12,925 XPath on Steroids: Exploiting Relational Engines for XPath Performance 2007 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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