An agent-based multilayer architecture for bioinformatics grids

被引:12
作者
Bartocci, Ezio
Cacciagrano, Diletta
Cannata, Nicola
Corradini, Flavio
Merelli, Emanuela [1 ]
Milanesi, Luciano
Romano, Paolo
机构
[1] Univ Camerino, Dept Comp & Comp Sci, I-62032 Camerino, Italy
[2] Univ Camerino, Dept Math & Comp Sci, I-62032 Camerino, Italy
[3] CNR, Inst Biomed Technol, Segrate, Italy
[4] Natl Canc Res Inst, I-16132 Genoa, Italy
关键词
cyberinfrastructure for bioinformatics and systems biology; Grid; Resourceome; software agents; workflow management system (WMS);
D O I
10.1109/TNB.2007.897492
中图分类号
Q5 [生物化学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
Due to the huge volume and complexity of biological data available today, a fundamental component of biomedical research is now in silico analysis. This includes modelling and simulation of biological systems and processes, as well as automated bioinformatics analysis of high-throughput data. The quest for bioinformatics resources (including databases, tools, and knowledge) becomes therefore of extreme importance. Bioinformatics itself is in rapid evolution and dedicated Grid cyberinfrastructures already offer easier access and sharing of resources. Furthermore, the concept of the Grid is progressively interleaving with those of Web Services, semantics, and software agents. Agent-based systems can play a key role in learning, planning, interaction, and coordination. Agents constitute also a natural paradigm to engineer simulations of complex systems like the molecular ones. We present here an agent-based, multilayer architecture for bioinformatics Grids. It is intended to support both the execution of complex in silico experiments and the simulation of biological systems. In the architecture a pivotal role is assigned to an "alive" semantic index of resources, which is also expected to facilitate users' awareness of the bioinformatics domain.
引用
收藏
页码:142 / 148
页数:7
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