Title :
Towards a cloud based SME data adapter for simulation modelling
Author :
Byrne, James ; Byrne, P.J. ; Carvalho e Ferreira, Diana ; Ivers, Anne Marie
Author_Institution :
Bus. Sch., Dublin City Univ., Dublin, Ireland
Abstract :
Discrete event simulation (DES) is a technique used extensively and effectively by large companies, however it is not widely used by small to medium sized enterprises (SMEs) due to complexity and related costs being prohibitively high. In SMEs, DES-related data can be stored in a variety of formats and it is not always evident what data is required (if even available) to support a DES model in relation to specific problem scenarios. Therefore the DES data gathering and preparation phase is where complexity and effort required are highest in order to avoid the potential for erroneous results due to incorrect assumed or real input data. The proposed solution is a Cloud-based adapter that can identify and connect to existing data sources and/or fills gaps in data in relation to defined problem scenarios, thus lowering the barriers for SMEs to gain benefit from DES studies due to reduced complexity and effort.
Keywords :
cloud computing; data handling; discrete event simulation; small-to-medium enterprises; DES data gathering; DES data preparation phase; DES-related data; cloud based SME data adapter; discrete event simulation modelling; small to medium sized enterprises; Adaptation models; Companies; Complexity theory; Data models; Databases; Manufacturing; Unified modeling language;
Conference_Titel :
Simulation Conference (WSC), 2013 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-2077-8
DOI :
10.1109/WSC.2013.6721415