Distributed Fog Computing Based on Batched Sparse Codes for Industrial Control

作者: Jing Yue , Ming Xiao , Zhibo Pang

DOI: 10.1109/TII.2018.2857203

关键词: Edge computingCommunications systemDistributed computingControl systemProcess (computing)Computer scienceAutomation

摘要: In an industrial automation system, one of the most important parts is control loop. Fog computing a potential solution for in time-critical applications as it provides distributed services closer to connected devices. However, huge amount data exchanging among fog nodes causes high communication load, which constrains overall response time from actuators. this paper, we consider erasure environment, batched sparse (BATS) codes are applied Map and Data Shuffling stages process reduce both computation loads. The loads uncoded, coded, proposed BATS-based schemes over channels calculated, respectively. Numerical results show that scheme can simultaneously, furthermore

参考文章(29)
Ming Xiao, Mikael Skoglund, On network coding with finite channel state information 2011 8th International Symposium on Wireless Communication Systems. pp. 487- 491 ,(2011) , 10.1109/ISWCS.2011.6125407
Xiaoli Xu, Yong Zeng, Yong Liang Guan, Performance Analysis of Finite-Length Spatial–Temporal Network Coding IEEE Communications Letters. ,vol. 18, pp. 1163- 1166 ,(2014) , 10.1109/LCOMM.2014.2327614
Kaveh Mahdaviani, Masoud Ardakani, Hossein Bagheri, Chintha Tellambura, Gamma Codes: A low-overhead linear-complexity network coding solution 2012 International Symposium on Network Coding (NetCod). pp. 125- 130 ,(2012) , 10.1109/NETCOD.2012.6261896
Shenghao Yang, Raymond W. Yeung, Large file transmission in network-coded networks with packet loss Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies - ISABEL '11. pp. 117- ,(2011) , 10.1145/2093698.2093815
Tsz-Ching Ng, Shenghao Yang, Finite-length analysis of BATS codes 2013 International Symposium on Network Coding (NetCod). pp. 1- 6 ,(2013) , 10.1109/NETCOD.2013.6570815
Shenghao Yang, Raymond W. Yeung, Batched Sparse Codes IEEE Transactions on Information Theory. ,vol. 60, pp. 5322- 5346 ,(2014) , 10.1109/TIT.2014.2334315
R. Ahlswede, Ning Cai, S.-Y.R. Li, R.W. Yeung, Network information flow IEEE Transactions on Information Theory. ,vol. 46, pp. 1204- 1216 ,(2000) , 10.1109/18.850663
Mary-Luc Champel, Kévin Huguenin, Anne-Marie Kermarrec, Nicolas Le Scouarnec, LT Network Codes 2010 IEEE 30th International Conference on Distributed Computing Systems. pp. 536- 546 ,(2010) , 10.1109/ICDCS.2010.14
John W. Byers, Michael Luby, Michael Mitzenmacher, Ashutosh Rege, A digital fountain approach to reliable distribution of bulk data acm special interest group on data communication. ,vol. 28, pp. 56- 67 ,(1998) , 10.1145/285237.285258
Shenghao Yang, Raymond W. Yeung, Coding for a network coded fountain international symposium on information theory. pp. 2647- 2651 ,(2011) , 10.1109/ISIT.2011.6034050