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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
44
Venue
CIDR
Year
2005
Pagerank
0.00076197749
Overall Rank
35 | 99.76%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 30 of 180 citing papers.

Rank Citing Paper Year Venue Pagerank
9,268 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 4.3657168e-05
9,332 PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development 2018 SIGMOD 4.3556432e-05
9,464 Memory Efficient Scheduling of Query Pipeline Execution 2022 CIDR 4.3355852e-05
9,645 The FastLanes File Format 2025 VLDB 4.3109001e-05
9,671 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 4.306318e-05
9,690 Frequency-Store: Scaling Image AI by A Column-Store for Images 2025 CIDR 4.3037432e-05
9,857 Towards Unifying Query Interpretation and Compilation 2023 CIDR 4.269353e-05
9,944 Out-of-order Execution of Database Queries 2020 VLDB 4.2446672e-05
9,988 I Can't Believe It's Not Yannakakis: Pragmatic Bitmap Filters in Microsoft SQL Server 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
10,295 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB 4.1945683e-05
10,372 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 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
10,756 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 4.1945683e-05
10,786 Freely Moving Between the OLTP and OLAP Worlds: Hermes – an High-Performance OLAP Accelerator for MySQL 2025 VLDB 4.1945683e-05
10,852 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 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
11,090 Simple (yet Efficient) Function Authoring for Vectorized Engines 2024 VLDB 4.1945683e-05
11,142 Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets 2024 VLDB 4.1945683e-05
11,152 Pipeline Group Optimization on Disaggregated Systems 2023 CIDR 4.1945683e-05
11,237 Cracking-Like Join for Trusted Execution Environments 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
11,708 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 4.1945683e-05
11,753 Effective Temporal Dependence Discovery in Time Series Data 2018 VLDB 4.1945683e-05
12,035 Query Processing on Prefix Trees Live 2013 SIGMOD 4.1945683e-05
12,199 A Demonstration of HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 4.1945683e-05
12,441 XPath on Steroids: Exploiting Relational Engines for XPath Performance 2007 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
81 Cache Conscious Algorithms for Relational Query Processing 1994 VLDB 0.00055548574
103 Making B+-Trees Cache Conscious in Main Memory 2000 SIGMOD 0.00049150032
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
124 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00045103515
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
464 A Case for Fractured Mirrors 2002 VLDB 0.0002245871
531 Improving Index Performance through Prefetching 2001 SIGMOD 0.00020790058
795 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00016600368
1,050 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00014453896
1,195 Buffering Accesses to Memory-Resident Index Structures 2003 VLDB 0.00013406526
2,303 Parallel evaluation of multi-join queries 1995 SIGMOD 9.066178e-05
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