Performance-based modeling and restructuring of object oriented software for pipeline architecture

Issue title: Selected papers from the International Conference on Computer Science, Software Engineering, Information Technology, e-Business, and Applications, 2004

Guest editors: Narayan C. Debnath

Article type: Research Article

Authors: Abdel-Raouf, Amal^{a; *} | Ammar, Reda A.^b | Fergany, Tahany A.^c

Affiliations: [a] Computer Science Department, Southern Connecticut University, New Haven, CT 06515, USA | [b] Computer Science & Engineering Department, University of Connecticut, Storrs, CT 06269-2155, USA | [c] Computer Science Department, University of New Haven, West Haven, CT 06516, USA

Correspondence: [*] Corresponding author. Tel.: +1 203 392 5098; Fax: +1 203 392 5898; E-mail: Abdelraoufa1@southernct.edu.

Abstract: Pipelining is the suitable architecture to adopt applications that are naturally divided into stages. Recently, applications tend to be Object Oriented (OO). Within the context of OO, there are a lot of interactions among different objects that result in many communication activities. Besides the feed-forward communication activities, many bypassing activities are generated in the pipeline structure. In this paper, we present a performance model that analyzes and evaluates the execution and communication times of OO software that runs on pipeline architecture. The model realizes both the feed-forward and the bypassing communication. We utilize the model to restructure the target software to achieve better performance. The restructuring algorithm has two phases; the first phase is concerned with maximizing the throughput. The second phase aims to minimize the latency and fully exploit the system resources.

Keywords: Performance modeling and analysis, object-oriented software, pipeline architecture, software restructuring, distributed systems

DOI: 10.3233/JCM-2006-6S106

Journal: Journal of Computational Methods in Sciences and Engineering, vol. 6, no. s1, pp. S59-S71, 2006