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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
- 8285
- Venue
- VLDB
- Year
- 1995
- Pagerank
- 0.00012402333
- Overall Rank
- 1,358 | 90.57%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 1,362 |
Highly Available, Fault-Tolerant, Parallel Dataflows |
2004 |
SIGMOD |
0.00012380613 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9198524e-05 |
| 2,416 |
Dynamic Load Balancing in Hierarchical Parallel Database Systems |
1996 |
VLDB |
8.8520203e-05 |
| 2,458 |
Multi-dimensional Resource Scheduling for Parallel Queries |
1996 |
SIGMOD |
8.7601979e-05 |
| 2,843 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0334687e-05 |
| 4,213 |
Dynamic Multi-Resource Load Balancing in Parallel Database Systems |
1995 |
VLDB |
6.3482542e-05 |
| 6,301 |
Elastic Pipelining in an In-Memory Database Cluster |
2016 |
SIGMOD |
5.1172165e-05 |
| 8,611 |
Parallel Querying with Non-Dedicated Computers |
2005 |
VLDB |
4.4807595e-05 |
| 9,693 |
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution |
2025 |
VLDB |
4.2984337e-05 |
| 10,641 |
AQETuner: Reliable Query-level Configuration Tuning for Analytical Query Engines |
2025 |
VLDB |
4.1905499e-05 |
| 11,571 |
Re-evaluating the Performance Trade-offs for Hash-Based Multi-Join Queries |
2020 |
SIGMOD |
4.1905499e-05 |
| 12,754 |
TOPAZ: a Cost-Based, Rule-Driven, Multi-Phase Parallelizer |
1998 |
VLDB |
4.1905499e-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 |
0.001426258 |
| 85 |
AlphaSort: A RISC Machine Sort |
1994 |
SIGMOD |
0.00053652634 |
| 629 |
A Benchmark of NonStop SQL on the Debit Credit Transaction |
1988 |
SIGMOD |
0.00018951974 |
| 806 |
Exploiting Inter-Operation Parallelism in XPRS |
1992 |
SIGMOD |
0.00016428214 |
| 1,277 |
Some Experimental Results on Distributed Join Algorithms in a Local Network |
1985 |
VLDB |
0.00012859308 |
| 1,851 |
Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins |
1992 |
VLDB |
0.00010326646 |
| 2,069 |
Towards Automated Performance Tuning For Complex Workloads |
1994 |
VLDB |
9.6356256e-05 |
| 2,307 |
Dynamic Memory Allocation for Multiple-Query Workloads |
1993 |
VLDB |
9.0635131e-05 |
| 3,113 |
Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB |
1992 |
VLDB |
7.5433318e-05 |
| 3,265 |
On Optimal Processor Allocation To Support Pipelined Hash Joins |
1993 |
SIGMOD |
7.3055541e-05 |
| 3,594 |
An Adaptive Data Placement Scheme For Parallel Database Computer Systems |
1990 |
VLDB |
6.9354298e-05 |
| 4,027 |
Dynamic Resource Brokering for Multi-User Query Execution |
1995 |
SIGMOD |
6.51574e-05 |
| 4,134 |
Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems |
1993 |
VLDB |
6.4139887e-05 |
| 4,213 |
Dynamic Multi-Resource Load Balancing in Parallel Database Systems |
1995 |
VLDB |
6.3482542e-05 |
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