Hs. Lee et Gs. Jang, FILE AND WORKLOAD ALLOCATION ON A LOCAL MULTIACCESS COMPUTER NETWORK - INCORPORATING LOCAL PROCESSING AND COMMUNICATION OVERHEAD, International Journal of Systems Science, 27(9), 1996, pp. 831-837
Citations number
22
Categorie Soggetti
System Science","Computer Science Theory & Methods","Operatione Research & Management Science
The paper presents an analytical model to allocate files and workload
simultaneously among heterogeneous servers for a distributed database
where the servers are connected by a local multi-access computer netwo
rk. The allocation problem is presented in the form of a nonlinear int
eger programming model. The model incorporates both focal processing a
nd communication overhead. The problem is proved to be NP-complete and
thus a heuristic is developed. To illustrate its suitability, the heu
ristic is compared with an exhaustive enumeration method for small pro
blems and with a genetic algorithm for large problems. Computational r
esults demonstrate that the proposed model and heuristic provide effec
tive database designs.