A schedulability analysis of an Industry Ethernet Ring Network

2011 ◽  
Author(s):  
Zhang Yu-Hui ◽  
Li Di
Keyword(s):  
Schedulability Analysis ◽  
Ring Network ◽  
Industry Ethernet

scholarly journals Heuristic rank selection with progressively searching tensor ring network

2021 ◽  
Author(s):  
Nannan Li ◽  
Yu Pan ◽  
Yaran Chen ◽  
Zixiang Ding ◽  
Dongbin Zhao ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Compression Ratio ◽  
State Of The Art ◽  
Heuristic Method ◽  
Ring Networks ◽  
Ring Network ◽  
Narrow Region ◽  
Network Search ◽  
Deep Networks ◽  
Evolutionary Phase

AbstractRecently, tensor ring networks (TRNs) have been applied in deep networks, achieving remarkable successes in compression ratio and accuracy. Although highly related to the performance of TRNs, rank selection is seldom studied in previous works and usually set to equal in experiments. Meanwhile, there is not any heuristic method to choose the rank, and an enumerating way to find appropriate rank is extremely time-consuming. Interestingly, we discover that part of the rank elements is sensitive and usually aggregate in a narrow region, namely an interest region. Therefore, based on the above phenomenon, we propose a novel progressive genetic algorithm named progressively searching tensor ring network search (PSTRN), which has the ability to find optimal rank precisely and efficiently. Through the evolutionary phase and progressive phase, PSTRN can converge to the interest region quickly and harvest good performance. Experimental results show that PSTRN can significantly reduce the complexity of seeking rank, compared with the enumerating method. Furthermore, our method is validated on public benchmarks like MNIST, CIFAR10/100, UCF11 and HMDB51, achieving the state-of-the-art performance.

scholarly journals Modeling and schedulability analysis in the development of real-time distributed Ada systems

2002 ◽  
Author(s):  
J. Javier Gutiérrez ◽  
José M. Drake ◽  
Michael González Harbour ◽  
Julio L. Medina
Keyword(s):  
Real Time ◽  
Schedulability Analysis

scholarly journals Generalized Weakly Hard Schedulability Analysis for Real-Time Periodic Tasks

2021 ◽  
Vol 20 (1) ◽  
pp. 1-26
Author(s):  
Paolo Pazzaglia ◽  
Youcheng Sun ◽  
Marco Di Natale
Keyword(s):  
Real Time ◽  
Schedulability Analysis ◽  
Periodic Tasks ◽  
Time Periodic
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