Distributed databases principles and systems
Distributed databases principles and systems
Multi-disk management algorithms
SIGMETRICS '87 Proceedings of the 1987 ACM SIGMETRICS conference on Measurement and modeling of computer systems
SIGMOD '87 Proceedings of the 1987 ACM SIGMOD international conference on Management of data
ACM Transactions on Database Systems (TODS)
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
A benchmark of NonStop SQL on the debit credit transaction
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
Vertical partitioning for database design: a graphical algorithm
SIGMOD '89 Proceedings of the 1989 ACM SIGMOD international conference on Management of data
The placement optimization program: a practical solution to the disk file assignment problem
SIGMETRICS '89 Proceedings of the 1989 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Proceedings of the sixteenth international conference on Very large databases
An adaptive data placement scheme for parallel database computer systems
Proceedings of the sixteenth international conference on Very large databases
Flexible buffer allocation based on marginal gains
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Dynamic file allocation in disk arrays
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Parallel database systems: the future of high performance database systems
Communications of the ACM
A performance analysis of alternative multi-attribute declustering strategies
SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Data placement in shared-nothing parallel database systems
Data placement in shared-nothing parallel database systems
Using shared virtual memory for parallel join processing
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Resource allocation in parallel shared-nothing database systems
Resource allocation in parallel shared-nothing database systems
SIGMOD '85 Proceedings of the 1985 ACM SIGMOD international conference on Management of data
PDIS '93 Proceedings of the second international conference on Parallel and distributed information systems
Implementation techniques for main memory database systems
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Buffer management based on return on consumption in a multi-query environment
The VLDB Journal — The International Journal on Very Large Data Bases
Prototyping Bubba, A Highly Parallel Database System
IEEE Transactions on Knowledge and Data Engineering
The Gamma Database Machine Project
IEEE Transactions on Knowledge and Data Engineering
Starburst Mid-Flight: As the Dust Clears
IEEE Transactions on Knowledge and Data Engineering
An Effective Algorithm for Parallelizing Hash Joins in the Presence of Data Skew
Proceedings of the Seventh International Conference on Data Engineering
Scheduling and Processor Allocation for Parallel Execution of Multi-Join Queries
Proceedings of the Eighth International Conference on Data Engineering
VLDB '88 Proceedings of the 14th International Conference on Very Large Data Bases
Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines
VLDB '90 Proceedings of the 16th International Conference on Very Large Data Bases
Handling Data Skew in Multiprocessor Database Computers Using Partition Tuning
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
Performance Analysis of a Load Balancing Hash-Join Algorithm for a Shared Memory Multiprocessor
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Parallelism in a Main-Memory DBMS: The Performance of PRISMA/DB
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Managing Memory to Meet Multiclass Workload Response Time Goals
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Dynamic Memory Allocation for Multiple-Query Workloads
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Predictions and Challenges for Database Systems in the Year 2000
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Towards Automated Performance Tuning for Complex Workloads
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Physical database design in multiprocessor database systems
Physical database design in multiprocessor database systems
Dynamic memory allocation strategies for parallel query execution
Proceedings of the 2002 ACM symposium on Applied computing
A Fast Parallel Clustering Algorithm for Large Spatial Databases
Data Mining and Knowledge Discovery
OLAP Query Routing and Physical Design in a Database Cluster
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Validated Cost Models for Parallel OQL Query Processing
OOIS '02 Proceedings of the 8th International Conference on Object-Oriented. Information Systems
Multi-Dimensional Database Allocation for Parallel Data Warehouses
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
An Effective Data Placement Strategy for XML Documents
BNCOD 18 Proceedings of the 18th British National Conference on Databases: Advances in Databases
Performance Analysis of Database Systems
Performance Evaluation: Origins and Directions
Hybrid Simultaneous Scheduling and Mapping in SQL Multi-query Parallelization
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
Survey of performance issues in parallel database systems
Journal of Computing Sciences in Colleges
Performance evaluation of a database of repetitive elements in complete genomes
Journal of Systems and Software
Handling Heterogeneity in Shared-Disk File Systems
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
Hash-based labeling techniques for storage scaling
The VLDB Journal — The International Journal on Very Large Data Bases
Revisiting pipelined parallelism in multi-join query processing
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more
Technologies of parallel database systems for hierarchical multiprocessor environments
Automation and Remote Control
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Lachesis: robust database storage management based on device-specific performance characteristics
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Workload-based generation of administrator hints for optimizing database storage utilization
ACM Transactions on Storage (TOS)
Automatic optimization of parallel dataflow programs
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
A Joint Design Approach of Partitioning and Allocation in Parallel Data Warehouses
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
HyperDB: a PC-based database cluster system for efficient OLAP query processing
PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
An object placement advisor for DB2 using solid state storage
Proceedings of the VLDB Endowment
Low overhead concurrency control for partitioned main memory databases
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Selection of nodes for distributing relations in parallel database
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Cluster-and-conquer: hierarchical multi-metric query processing in large-scale database federations
Proceedings of the Fourteenth International Database Engineering & Applications Symposium
Towards a scalable and robust multi-tenancy SaaS
Proceedings of the Second Asia-Pacific Symposium on Internetware
Verification of partitioning and allocation techniques on teradata DBMS
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
A new framework for join product skew
RED'10 Proceedings of the Third international conference on Resource Discovery
Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
ModParOpt: a modular query optimizer for multi-query parallel databases
ADBIS'97 Proceedings of the First East-European conference on Advances in Databases and Information systems
Cluster recovery for fault tolerance of spatial database cluster in sensor networks
ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
RTP: robust tenant placement for elastic in-memory database clusters
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Design and evaluation of storage organizations for read-optimized main memory databases
Proceedings of the VLDB Endowment
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Data placement in shared-nothing database systems has been studied extensively in the past and various placement algorithms have been proposed. However, there is no consensus on the most efficient data placement algorithm and placement is still performed manually by a database administrator with periodic reorganization to correct mistakes. This paper presents the first comprehensive simulation study of data placement issues in a shared-nothing system. The results show that current hardware technology trends have significantly changed the performance tradeoffs considered in past studies. A simplistic data placement strategy based on the new results is developed and shown to perform well for a variety of workloads.