Database Paper Browser

Back to papers

Encapsulation of Parallelism in the Volcano Query Processing System

Summary: Volcano's exchange op encapsulates all parallelism; enables intra-op and vertical/horizontal inter-op parallelism. Adopts operator model over bracket, preserves a commercial interface, and maps in-process demand-driven dataflow to inter-process dataflow. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2475
Venue
SIGMOD
Year
1990
Pagerank
0.00046764513
Overall Rank
113 | 99.22%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 65 citing papers.

Rank Citing Paper Year Venue Pagerank
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
168 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038946305
288 Storm @Twitter 2014 SIGMOD 0.00028939871
412 Querying the Internet with PIER 2003 VLDB 0.00023905489
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022226941
778 Declarative Networking: Language, Execution and Optimization 2006 SIGMOD 0.00016791276
807 Exploiting Inter-Operation Parallelism in XPRS 1992 SIGMOD 0.00016434207
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
871 Building a Scalable Geo-Spatial DBMS: Technology, Implementation, and Evaluation 1997 SIGMOD 0.00015767786
1,025 WSQ/DSQ: A Practical Approach for Combined Querying of Databases and the Web* 2000 SIGMOD 0.00014603741
1,063 Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines 1990 VLDB 0.00014362773
1,357 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00012392275
1,409 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012132768
1,543 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.0001145318
1,600 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 0.00011201407
1,721 Distributed Data-Parallel Computing Using a High-Level Programming Language 2009 SIGMOD 0.00010762918
1,879 A Call to Order 1993 PODS 0.00010232242
2,218 Efficient Assembly of Complex Objects 1991 SIGMOD 9.2669145e-05
2,249 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 9.2034693e-05
2,424 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 8.8380822e-05
2,439 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.8190594e-05
2,473 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 8.7237281e-05
2,651 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 8.3694317e-05
2,757 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1679384e-05
2,772 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 8.1401661e-05
2,896 Evaluating End-to-End Optimization for Data Analytics Applications in Weld 2018 VLDB 7.9452051e-05
3,066 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.6221974e-05
3,355 F1 Query: Declarative Querying at Scale 2018 VLDB 7.1829142e-05
3,422 Multi-Join Optimization for Symmetric Multiprocessors 1993 VLDB 7.1134801e-05
3,626 Behavioral Simulations in MapReduce 2010 VLDB 6.9047458e-05
3,841 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7103563e-05
4,061 Advanced Partitioning Techniques for Massively Distributed Computation 2012 SIGMOD 6.483587e-05
4,135 Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems 1993 VLDB 6.4189164e-05
4,155 Query Suspend and Resume 2007 SIGMOD 6.4030559e-05
4,363 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR 6.2552614e-05
4,421 Reordering Query Execution in Tertiary Memory Databases 1996 VLDB 6.201063e-05
4,603 Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows 2011 VLDB 6.0554018e-05
5,049 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7372423e-05
6,264 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.1348427e-05
6,324 Revisiting Pipelined Parallelism in Multi-Join Query Processing 2005 VLDB 5.1109987e-05
6,340 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 5.1051018e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
6,860 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 4.9055084e-05
6,863 Declarative Sub-Operators for Universal Data Processing 2023 VLDB 4.905092e-05
7,171 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 4.8117476e-05
7,209 GPU-accelerated data management under the test of time 2020 CIDR 4.7996023e-05
7,373 Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile 2021 VLDB 4.7494183e-05
7,574 Query Processing Techniques for Arrays 1999 SIGMOD 4.7071514e-05
8,016 User-Optimizer Communication using Abstract Plans in Sybase ASE 2001 VLDB 4.6050078e-05
Previous Page 1 / 2 Next

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
10 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.0012103754
20 GAMMA - A High Performance Dataflow Database Machine 1986 VLDB 0.00086459551
44 The Design Of Postgres 1986 SIGMOD 0.00071838587
187 Object and File Management in the EXODUS Extensible Database System 1986 VLDB 0.00036020812
463 The Design Of Xprs 1988 VLDB 0.00022464669
508 Dynamic Query Evaluation Plans 1989 SIGMOD 0.00021463742
755 Programming Constructs for Database System Implementation in EXODUS 1987 SIGMOD 0.00017096714
1,965 A Methodology for Database System Performance Evaluation 1984 SIGMOD 9.918599e-05
2,164 Process And Dataflow Control In Distributed Data-Intensive Systems 1988 SIGMOD 9.3931778e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,303 Parallel evaluation of multi-join queries 1995 SIGMOD 9.066178e-05
6,324 Revisiting Pipelined Parallelism in Multi-Join Query Processing 2005 VLDB 5.1109987e-05
9,857 Towards Unifying Query Interpretation and Compilation 2023 CIDR 4.269353e-05
1,825 Optimization Algorithms for Exploiting the Parallelism-Communication Tradeoff in Pipelined Parallelism 1994 VLDB 0.00010401739
4,288 Parallel Processing of Recursive Queries in Distributed Architectures 1989 VLDB 6.2891396e-05
4,689 Algorithmic Aspects of Parallel Query Processing 2018 SIGMOD 5.9980099e-05
5,743 A Parallel Processing Strategy for Evaluating Recursive Queries 1986 VLDB 5.3442345e-05
2,216 On Parallel Processing of Aggregate and Scalar Functions in Object-Relational DBMS 1998 SIGMOD 9.2699038e-05
9,330 Parallel Query Processing: To Separate Communication from Computation 2022 SIGMOD 4.3556432e-05
1,354 Managing Intra-operator Parallelism in Parallel Database Systems 1995 VLDB 0.00012408166