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Managing Intra-operator Parallelism in Parallel Database Systems
Summary: Evaluates intra-operator parallelism in multi-query DB systems. Proposes a dynamic scheme that matches tuple-flow rates between operators to balance parallelism, yielding robust performance across workloads.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 8284
- Venue
- VLDB
- Year
- 1995
- Pagerank
- 0.00012408166
- Overall Rank
- 1,354 | 90.59%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 60 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.00064439773 |
| 1,357 |
Highly Available, Fault-Tolerant, Parallel Dataflows |
2004 |
SIGMOD |
0.00012392275 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9294108e-05 |
| 2,417 |
Dynamic Load Balancing in Hierarchical Parallel Database Systems |
1996 |
VLDB |
8.8604775e-05 |
| 2,459 |
Multi-dimensional Resource Scheduling for Parallel Queries |
1996 |
SIGMOD |
8.7676516e-05 |
| 2,838 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0408472e-05 |
| 4,214 |
Dynamic Multi-Resource Load Balancing in Parallel Database Systems |
1995 |
VLDB |
6.3541e-05 |
| 6,304 |
Elastic Pipelining in an In-Memory Database Cluster |
2016 |
SIGMOD |
5.1210182e-05 |
| 8,612 |
Parallel Querying with Non-Dedicated Computers |
2005 |
VLDB |
4.485064e-05 |
| 9,694 |
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution |
2025 |
VLDB |
4.3025567e-05 |
| 10,633 |
AQETuner: Reliable Query-level Configuration Tuning for Analytical Query Engines |
2025 |
VLDB |
4.1945683e-05 |
| 11,567 |
Re-evaluating the Performance Trade-offs for Hash-Based Multi-Join Queries |
2020 |
SIGMOD |
4.1945683e-05 |
| 12,745 |
TOPAZ: a Cost-Based, Rule-Driven, Multi-Phase Parallelizer |
1998 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 9 |
Implementation Techniques For Main Memory Database Systems |
1984 |
SIGMOD |
0.0014279444 |
| 84 |
AlphaSort: A RISC Machine Sort |
1994 |
SIGMOD |
0.00053866006 |
| 628 |
A Benchmark of NonStop SQL on the Debit Credit Transaction |
1988 |
SIGMOD |
0.00018947564 |
| 807 |
Exploiting Inter-Operation Parallelism in XPRS |
1992 |
SIGMOD |
0.00016434207 |
| 1,278 |
Some Experimental Results on Distributed Join Algorithms in a Local Network |
1985 |
VLDB |
0.00012868969 |
| 1,847 |
Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins |
1992 |
VLDB |
0.00010333796 |
| 2,065 |
Towards Automated Performance Tuning For Complex Workloads |
1994 |
VLDB |
9.6410693e-05 |
| 2,299 |
Dynamic Memory Allocation for Multiple-Query Workloads |
1993 |
VLDB |
9.0697388e-05 |
| 3,108 |
Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB |
1992 |
VLDB |
7.5501593e-05 |
| 3,260 |
On Optimal Processor Allocation To Support Pipelined Hash Joins |
1993 |
SIGMOD |
7.3122611e-05 |
| 3,513 |
An Adaptive Data Placement Scheme For Parallel Database Computer Systems |
1990 |
VLDB |
7.0228254e-05 |
| 4,022 |
Dynamic Resource Brokering for Multi-User Query Execution |
1995 |
SIGMOD |
6.5215748e-05 |
| 4,135 |
Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems |
1993 |
VLDB |
6.4189164e-05 |
| 4,214 |
Dynamic Multi-Resource Load Balancing in Parallel Database Systems |
1995 |
VLDB |
6.3541e-05 |
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