scholarly journals Take Risks into Consideration while Job Dispatching

2006 ◽  
pp. 1-14
Author(s):  
Shi-Cho Cha ◽  
Hung-Wen Tung ◽  
Chih-Hao Hsu ◽  
Han-Chao Lee ◽  
Tse-Ming Tsai ◽  
...  
Keyword(s):  
Job Dispatching

scholarly journals Online Distributed Job Dispatching with Outdated and Partially-Observable Information

2020 ◽  
Author(s):  
Yuncong Hong ◽  
Bojie Lv ◽  
Rui Wang ◽  
Haisheng Tan ◽  
Zhenhua Han ◽  
...  
Keyword(s):  
Job Dispatching ◽  
Partially Observable

OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds

2019 ◽  
Vol 27 (6) ◽  
pp. 2472-2485
Author(s):  
Zhenhua Han ◽  
Haisheng Tan ◽  
Xiang-Yang Li ◽  
Shaofeng H.-C. Jiang ◽  
Yupeng Li ◽  
...  
Keyword(s):  
Job Dispatching

scholarly journals A Novel Fuzzy-Neural Slack-Diversifying Rule Based on Soft Computing Applications for Job Dispatching in a Wafer Fabrication Factory

2013 ◽  
Vol 2013 ◽  
pp. 1-15 ◽  
Author(s):  
Toly Chen ◽  
Richard Romanowski
Keyword(s):  
Soft Computing ◽  
Cycle Time ◽  
Fuzzy Classification ◽  
Wafer Fabrication ◽  
Estimation Accuracy ◽  
Soft Computing Techniques ◽  
Fuzzy Neural ◽  
Job Dispatching ◽  
Neural Network Prediction ◽  
Fluctuation Smoothing

This study proposes a slack-diversifying fuzzy-neural rule to improve job dispatching in a wafer fabrication factory. Several soft computing techniques, including fuzzy classification and artificial neural network prediction, have been applied in the proposed methodology. A highly effective fuzzy-neural approach is applied to estimate the remaining cycle time of a job. This research presents empirical evidence of the relationship between the estimation accuracy and the scheduling performance. Because dynamic maximization of the standard deviation of schedule slack has been shown to improve performance, this work applies such maximization to a slack-diversifying fuzzy-neural rule derived from a two-factor tailored nonlinear fluctuation smoothing rule for mean cycle time (2f-TNFSMCT). The effectiveness of the proposed rule was checked with a simulated case, which provided evidence of the rule’s effectiveness. The findings in this research point to several directions that can be exploited in the future.

scholarly journals Constraint Programming-Based Job Dispatching for Modern HPC Applications

2019 ◽  
pp. 438-455
Author(s):  
Cristian Galleguillos ◽  
Zeynep Kiziltan ◽  
Alina Sîrbu ◽  
Ozalp Babaoglu
Keyword(s):  
Constraint Programming ◽  
Job Dispatching

Generating interpretable fuzzy rules for adaptive job dispatching

2001 ◽  
Vol 39 (5) ◽  
pp. 1011-1030 ◽  
Author(s):  
K. K. Lee ◽  
W. C. Yoon ◽  
D. H. Baek
Keyword(s):  
Fuzzy Rules ◽  
Job Dispatching
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