DBScholar

Back to papers

Database Technology for the Masses: Sub-Operators as First-Class Entities

Summary: Advocates exposing sub-operators as first-class entities, decoupled from legacy relational operators, to better handle hardware trends and growing workloads. Provides an initial catalog of sub-operators and outlines an external interface to compile, optimize, and run them, enabling broader data types and functionality. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
ha9017b246efb571d
Venue
VLDB
Year
2021
Pagerank
5.9768075e-05
Overall Rank
5,787 | 61.21%
DOI
10.14778/3476249.3476296
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{bandle_vldb21,
        title = {{Database Technology for the Masses: Sub-Operators as First-Class Entities}},
        author = {Bandle, Maximilian and Giceva, Jana},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {11},
        pages = {2483--2490},
        doi = {10.14778/3476249.3476296},
        url = {https://doi.org/10.14778/3476249.3476296},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 38 of 38 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047937476
212 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024786576
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024554257
295 LINQ: Reconciling Objects, Relations and XML in the .NET Framework 2006 SIGMOD 0.00021876398
375 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019660459
444 Differential dataflow 2013 CIDR 0.0001815754
498 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017323427
662 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00014972958
768 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014096379
903 Orthogonal Security With Cipherbase 2013 CIDR 0.00013141357
1,025 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012396134
1,029 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012380835
1,044 Generic Database Cost Models for Hierarchical Memory Systems 2002 VLDB 0.0001232071
1,119 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011927356
1,169 DimmWitted: A Study of Main-Memory Statistical Analytics 2014 VLDB 0.00011690039
1,197 Weld: A Common Runtime for High Performance Data Analytics 2017 CIDR 0.00011548039
1,350 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010934877
1,391 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010790581
1,449 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.00010597074
1,475 Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware 2016 VLDB 0.00010525713
1,782 Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading 2014 VLDB 9.6551269e-05
1,923 Efficient Lineage Tracking For Scientific Workflows 2008 SIGMOD 9.3550626e-05
1,926 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.3500398e-05
2,139 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 8.9729383e-05
2,199 Extending Relational Query Processing with ML Inference 2020 CIDR 8.8664379e-05
2,827 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9486247e-05
3,111 Micro Adaptivity in Vectorwise 2013 SIGMOD 7.6224912e-05
3,860 Deployment of Query Plans on Multicores 2015 VLDB 6.9512283e-05
4,227 Accelerating Queries with Group-By and Join by Groupjoin 2011 VLDB 6.7087461e-05
4,958 FPGA-based Data Partitioning 2017 SIGMOD 6.3254925e-05
5,553 Generalized Hash Teams for Join and Group-by 1999 VLDB 6.0707293e-05
5,564 Charting the Design Space of Query Execution using VOILA 2021 VLDB 6.0660209e-05
5,897 MCJoin: A Memory-Constrained Join for Column-Store Main-Memory Databases. 2012 SIGMOD 5.9382329e-05
7,051 The Case for Deep Query Optimisation 2020 CIDR 5.5964667e-05
7,887 Building Advanced SQL Analytics From Low-Level Plan Operators 2021 SIGMOD 5.4162508e-05
7,927 A Practical Approach to Groupjoin and Nested Aggregates 2021 VLDB 5.4082473e-05
8,600 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.2913419e-05
Previous Page 1 / 1 Next

Semantically Similar Papers