Title :
Database server workload characterization in an e-commerce environment
Author :
Liu, Fujian ; Zhao, Yanping ; Wang, Wenguang ; Makaroff, Dwight
Author_Institution :
Dept. of Comput. Sci., Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
In an e-commerce system, the database server performance is crucial. A dynamic cache is often used to reduce the load on the database server, which reduces the need for scalability. A good understanding of the workload characteristics of the database server in an e-commerce environment is important to the design, tuning, and capacity planning of the database server. We characterize the database server workloads in a benchmark e-commerce system. We focus on the response time, CPU utilization, the database page reference characteristics, and disk I/Os of the database server. We find that using a dynamic cache can substantially reduce the CPU utilization but not always the number of disk I/Os of the database server. In most cases, using a dynamic cache reduces the temporal locality in database page references, but to a smaller degree than that reported in file servers and Web proxies. Interestingly, in certain e-commerce workloads, using a dynamic cache results in better temporal locality.
Keywords :
cache storage; database machines; electronic commerce; CPU utilization; Web proxies; database page reference characteristics; database server workload characterization; disk I/O; dynamic cache; e-commerce; file servers; response time; temporal locality; Capacity planning; Computer science; Delay; Drives; Electronic commerce; Image databases; Scalability; Telecommunication computing; Transaction databases; Web server;
Conference_Titel :
Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, 2004. (MASCOTS 2004). Proceedings. The IEEE Computer Society's 12th Annual International Symposium on
Print_ISBN :
0-7695-2251-3
DOI :
10.1109/MASCOT.2004.1348303