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Remote Computing Platform for Chemometrics

Author: ZengLi
Tutor: LiMengLong；LuMinChun
School: Sichuan University
Course: Software Engineering
Keywords: Clusters Job scheduling Load Balancing Chemometrics Software Architecture UML
CLC: TP399
Type: Master's thesis
Year: 2005
Downloads: 48
Quote: 0
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Abstract


With the rapid development of chemometrics , its influence gradually throughout the various fields of chemistry , is currently facing an important work and the task is to provide an effective chemical for chemical workers extraction technology service and support platform . The purpose of this topic is to establish such a computing platform based on the chemometric the remote , the platform can be online for the majority of the chemical workers provide a variety of chemometric algorithms . This work includes the design and implementation of the system , the following four aspects : 1 ) build a master server platforms , mainly used for job management and compute server cluster management ; 2 ) to build a master server platform supporting calculations server platform , to accept the assigned job and calculation ; 3) the design and implementation of information and communication between the master server platforms and computing server platform the agreement (CCMD agreement ) ; 4 ) build a secure database management system . The paper begins with a brief introduction the the chemometrics software development trends and the overall structure of the system . Then, using the object-oriented technology and UML visual modeling tools to create a system model , using UML models to design a master server platforms and computing server platform ; Next , the idea of the multi-layer structure used in system analysis and design , and elaborate on the main part of the realization ; followed , the design and implementation of a database system and CCMD agreement . Last , completed work is summarized , and the inadequacies of the study , as well as the outlook for the future research .

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