Title :
An advanced I/O architecture for supporting mixed workloads in an active data warehouse environment
Author :
Brobst, Stephen ; Morris, Mark
Author_Institution :
NCR Teradata, Dayton, OH, USA
Abstract :
Active data warehouse environments for advanced decision support demand extreme service levels in the area of performance delivery. An active data warehouse environment, however, has very different I/O patterns than a purely traditional data warehouse implementation. An active data warehouse must be designed to support a mixed workload consisting of tactical and strategic decision support queries with highly variable I/O patterns. In this paper we present a solution for increasing the performance of mixed workloads through use of cylinder reads and optimized block sizes. Tradeoffs in implementation strategies and performance implications are discussed along with future areas of research.
Keywords :
active databases; data warehouses; decision support systems; performance evaluation; query processing; active data warehouse environment; advanced I/O architecture; advanced decision support; cylinder reads; extreme service levels; mixed workloads; optimized block sizes; performance delivery; strategic decision support queries; tactical decision support queries; variable I/O patterns; Data mining; Data warehouses; Decision making; Delay; Finance; Performance analysis; Pricing; Refining; Warehousing; Weapons;
Conference_Titel :
Database and Expert Systems Applications, 2002. Proceedings. 13th International Workshop on
Print_ISBN :
0-7695-1668-8
DOI :
10.1109/DEXA.2002.1045992