Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems

Summary: Dynamic load-balancing for parallel shared-nothing DBs enabling inter- and intra-transaction parallelism via join-redistribution. Multi-user study across homogeneous/heterogeneous workloads evaluating the optimal number and selection of join processors. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8126
Venue: VLDB
Year: 1993
Pagerank: 6.4139887e-05
Overall Rank: 4,134 | 71.27%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Erhard Rahm
2. Robert Marek

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
285	Automating Physical Database Design in a Parallel Database	2002	SIGMOD	0.00028978423
1,358	Managing Intra-operator Parallelism in Parallel Database Systems	1995	VLDB	0.00012402333
4,213	Dynamic Multi-Resource Load Balancing in Parallel Database Systems	1995	VLDB	6.3482542e-05

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
113	Encapsulation of Parallelism in the Volcano Query Processing System	1990	SIGMOD	0.0004673401
197	Data Placement In Bubba	1988	SIGMOD	0.0003508637
230	A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment	1989	SIGMOD	0.00032145125
548	Practical Skew Handling in Parallel Joins	1992	VLDB	0.00020369531
806	Exploiting Inter-Operation Parallelism in XPRS	1992	SIGMOD	0.00016428214
852	A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins	1991	VLDB	0.00015896035
1,063	Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines	1990	VLDB	0.00014352292
2,047	Priority-Hints: An Algorithm for Priority-Based Buffer Management	1990	VLDB	9.6902821e-05
2,378	Efficient and Flexible Methods for Transient Versioning of Records to Avoid Locking by Read-Only Transactions	1992	SIGMOD	8.9345684e-05
2,460	A Performance Analysis of Alternative Multi-Attribute Declustering Strategies	1992	SIGMOD	8.7522298e-05
3,113	Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB	1992	VLDB	7.5433318e-05
5,705	On Affinity Based Routing in Multi-System Data Sharing	1986	VLDB	5.3633587e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,618	An Analysis of Three Transaction Processing Architectures	1988	VLDB	8.4432167e-05
7,597	Parallelism and Concurrency Control Performance in Distributed Database Machines	1989	SIGMOD	4.6976107e-05
2,458	Multi-dimensional Resource Scheduling for Parallel Queries	1996	SIGMOD	8.7601979e-05
7,630	Load Balancing in a Locally Distributed Database System	1986	SIGMOD	4.6879149e-05
1,956	On the Design and Scalability of Distributed Shared-Data Databases	2015	SIGMOD	9.9626473e-05
7,832	Effective Resource Utilization for Multiprocessor Join Execution	1989	VLDB	4.636825e-05
1,358	Managing Intra-operator Parallelism in Parallel Database Systems	1995	VLDB	0.00012402333
4,398	Performance Analysis of a Load Balancing Hash-Join Algorithm for a Shared Memory Multiprocessor	1991	VLDB	6.2137073e-05
2,416	Dynamic Load Balancing in Hierarchical Parallel Database Systems	1996	VLDB	8.8520203e-05
4,213	Dynamic Multi-Resource Load Balancing in Parallel Database Systems	1995	VLDB	6.3482542e-05