On Acceleration of Multi-Agent System Performance in Large Scale Photometric Computations

被引：7
作者：
Sedziwy, Adam [1 ]
机构：
[1] AGH Univ Sci & Technol, Dept Appl Comp Sci, PL-30059 Krakow, Poland
来源：
ADVANCED METHODS AND TECHNOLOGIES FOR AGENT AND MULTI-AGENT SYSTEMS | 2013年 / 252卷
关键词：
graph; slashed graphs; distributed computing; multi-agent system; lighting control; LIGHTING-DESIGN;
D O I：
10.3233/978-1-61499-254-7-58
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Multi-agent computations are a useful computing paradigm applied in various areas, such as smart grids or distributed information processing. Another field of their application is outdoor lighting design, which is characterized by highly time-consuming optimization tasks. In this paper we focus on the latter case, aiming at scalability and reducing the computing time, which are crucial for solving the lighting design problem. To improve the efficiency of parallel, agent-based computations the results, a reuse approach is introduced. A quantitative comparison with other approaches is also included.
引用
收藏
页码：58 / 67
页数：10
相关论文
共 12 条
  • [1] [Anonymous], 2001, ACOUSTICS SPEECH SIG, V2, P1185
  • [2] Mapreduce: Simplified data processing on large clusters
    Dean, Jeffrey
    Ghemawat, Sanjay
    [J]. COMMUNICATIONS OF THE ACM, 2008, 51 (01) : 107 - 113
  • [3] Demertzi M., 2008, IPDPS 2008, P1
  • [4] ReStore: Reusing Results of MapReduce Jobs
    Elghandour, Iman
    Aboulnaga, Ashraf
    [J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2012, 5 (06): : 586 - 597
  • [5] Husain M. Farhan, 2009, P 1 INT C CLOUD COMP, V5931, P680
  • [6] Jinoh K., 2011, INT J INTERNET DISTR, V1
  • [7] Kotulski Leszek, 2008, Proceedings of the 2008 International Conference on Foundations of Computer Science (FCS 2008), P245
  • [8] Kotulski L, 2008, LECT NOTES ARTIF INT, V5097, P1234, DOI 10.1007/978-3-540-69731-2_115
  • [9] Kotulski L, 2008, LECT NOTES COMPUT SC, V5103, P644, DOI 10.1007/978-3-540-69389-5_72
  • [10] Sedziwy A., 2012, LECT NOTES ARTIF INT, V7327, P638, DOI DOI 10.1007/978-3-642-30947-2_69
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