All Outputs (5)

A novel neural computing model for fast predicting network traffic (2015)
Journal Article
Liu, Q., Cai, W., Shen, J., Fu, Z., & Linge, N. (2015). A novel neural computing model for fast predicting network traffic. Journal of Computational and Theoretical Nanoscience, 12(12), 6056-6062. https://doi.org/10.1166/jctn.2015.5076

Currently existing web traffic prediction models have the shortages of low accuracy, low stability and slow training speed. Aiming at such problems, this paper proposes a new model to predict the network traffic called MRERPM (MapReduce-based ELM Reg... Read More about A novel neural computing model for fast predicting network traffic.

30 years of mobile phones in the UK (2015)
Book
Linge, N., & Sutton, A. (2015). 30 years of mobile phones in the UK. Amberley Publishing

In 1985, the seeds of a revolution were sown in the UK when people were first able to communicate using one of the most remarkable items of personal technology to have been developed – the mobile phone. The authors, both acknowledged experts in this... Read More about 30 years of mobile phones in the UK.

EECD : a code dissemination protocol in a WSN-based Home Energy Management System (2015)
Presentation / Conference
Liu, Q., Shen, J., Xiao, B., Wang, B., & Linge, N. (2015, January). EECD : a code dissemination protocol in a WSN-based Home Energy Management System. Presented at 2015 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV USA

A WSN enabled Home Energy Management System (HEMS) can achieve user behaviour change by providing real-time feedback of domestic energy consumption. However, features in collecting nodes within HEMS Systems need to change to allow new working pattern... Read More about EECD : a code dissemination protocol in a WSN-based Home Energy Management System.

An optimized strategy for speculative execution in a heterogeneous environment (2015)
Book Chapter
Liu, Q., Cai, W., Fu, Z., Shen, J., & Linge, N. (2015). An optimized strategy for speculative execution in a heterogeneous environment. In 2015 9th International Conference on Future Generation Communication and Networking (FGCN) (9-12). IEEE. https://doi.org/10.1109/FGCN.2015.9

MapReduce is a popular programming model for the purposes of processing large data sets. Speculative execution known as an approach for dealing with the above problems works by backing up those tasks running on a low performance machine to a higher o... Read More about An optimized strategy for speculative execution in a heterogeneous environment.

A WSN-based prediction model of microclimate in a greenhouse using an extreme learning approach (2015)
Book Chapter
Liu, Q., Zhang, Y., Shen, J., Xiao, B., & Linge, N. (2015). A WSN-based prediction model of microclimate in a greenhouse using an extreme learning approach. In 2015 17th International Conference on Advanced Communication Technology (ICACT) (133-137). IEEE. https://doi.org/10.1109/ICACT.2015.7224772

Monitoring and controlling microclimate in a greenhouse becomes one of the research hotspots in the field of agrometeorology, where the application of Wireless Sensor Networks (WSN) recently attracts more attentions due to its features of self-adapti... Read More about A WSN-based prediction model of microclimate in a greenhouse using an extreme learning approach.