An array-based algorithm for simultaneous multidimensional aggregates
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Bitmap index design and evaluation
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Allocating Storage for Extendible Arrays
Journal of the ACM (JACM)
An introduction to spatial database systems
The VLDB Journal — The International Journal on Very Large Data Bases - Spatial Database Systems
Multidimensional Database Technology
Computer
Efficient Organization of Large Multidimensional Arrays
Proceedings of the Tenth International Conference on Data Engineering
Physical Schemas for Large Multidimensional Arrays in Scientific Computing Applications
Proceedings of the Seventh International Working Conference on Scientific and Statistical Database Management
Extendible Arrays for Statistical Databases and OLAP Applications
SSDBM '96 Proceedings of the Eighth International Conference on Scientific and Statistical Database Management
Efficient Storage Allocation of Large-Scale Extendible Multi-dimensional Scientific Datasets
SSDBM '06 Proceedings of the 18th International Conference on Scientific and Statistical Database Management
An efficient implementation for MOLAP basic data structure and its evaluation
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
A hilbert space compression architecture for data warehouse environments
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Distributed construction of data cubes from tuple stream
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Distributed construction of data cubes from tuple stream
International Journal of Business Intelligence and Data Mining
Implementing vertical splitting for large scale multidimensional datasets and its evaluations
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Chunked extendible dense arrays for scientific data storage
Parallel Computing
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A novel implementation scheme for large scale multidimensional datasets is proposed and evaluated. The scheme implements a multidimensional dataset by employing multidimensional arrays. Using multidimensional arrays provides many advantages, but suffers from some problems. The proposed history offset implementation scheme solves these problems by an efficient scheme of record encoding based on the notion of extendible array. In this paper, some solutions are presented against an essential problem of address space overflow in handling large scale multidimensional datasets. Our proposed schemes will be proved to exhibit good performance in space and time costs.