An Adaptively Speculative Execution Strategy Based on Real-Time Resource Awareness in a Multi-Job Heterogeneous Environment
Journal Article
Liu, Q., Cai, W., Liu, Q., Shen, J., Fu, Z., Liu, X., & Linge, N. (2017)
An Adaptively Speculative Execution Strategy Based on Real-Time Resource Awareness in a Multi-Job Heterogeneous Environment. KSII transactions on internet and information systems, 11(2), https://doi.org/10.3837/tiis.2017.02.004
MapReduce (MRV1), a popular programming model, proposed by Google, has been well used to process large datasets in Hadoop, an open source cloud platform. Its new version MapRe...
The Prometheus Description Model: an examination of the taxonomic description-building process and its representation
Journal Article
Pullan, M. R., Armstrong, K. E., Paterson, T., Cannon, A., Kennedy, J. B., Watson, M. F., …Raguenaud, C. (2005)
The Prometheus Description Model: an examination of the taxonomic description-building process and its representation. Taxon, 54(3), 751-765. https://doi.org/10.2307/25065431
A model for representing taxonomic descriptive data is presented. The model has been developed in response to the growing requirement for the global exchange of descriptive da...
Predictive crowding as a concept to support the assessment of disruptive Ideas: a conceptual framework
Journal Article
Peisl, T., Selen, W., Raeside, R., & Albera, T. (2014)
Predictive crowding as a concept to support the assessment of disruptive Ideas: a conceptual framework. The journal of new business ideas & trends, 12(2), 1-13
Purpose - The purpose of this paper, is to develop a conceptual framework for a holistic view on how to use crowd intelligence to identify the logic of sequences to fully addr...
A method for electric load data verification and repair in home environment
Journal Article
Liu, Q., Li, S., Liu, X., & Linge, N. (2018)
A method for electric load data verification and repair in home environment. International Journal of Embedded Systems, 10(3), 248-256. https://doi.org/10.1504/ijes.2018.091788
Home energy management (HEM) and smart home have been popular among people; HEM collects and analyses the electric load data to make the power use safe, reliable, economical, ...
Decentralized dynamic understanding of hidden relations in complex networks
Journal Article
Mocanu, D. C., Exarchakos, G., & Liotta, A. (2018)
Decentralized dynamic understanding of hidden relations in complex networks. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-19356-4
Almost all the natural or human made systems can be understood and controlled using complex networks. This is a difficult problem due to the very large number of elements in s...
PM2.5 Pollution: Health and Economic Effect Assessment Based on a Recursive Dynamic Computable General Equilibrium Model
Journal Article
Chen, K., Wang, G., Wu, L., Chen, J., Yuan, S., Liu, Q., & Liu, X. (2019)
PM2.5 Pollution: Health and Economic Effect Assessment Based on a Recursive Dynamic Computable General Equilibrium Model. International Journal of Environmental Research and Public Health, 16(24), https://doi.org/10.3390/ijerph16245102
At present particulate matter (PM₂.₅) pollution represents a serious threat to the public health and the national economic system in China. This paper optimizes ...
An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values
Journal Article
Chen, J., Chen, K., Ding, C., Wang, G., Liu, Q., & Liu, X. (2020)
An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values. IEEE Access, 8, 4265-4272. https://doi.org/10.1109/access.2019.2963416
In recent years, Air Quality Index (AQI) have been widely used to describe the severity of haze and other air pollutions yet suffers from inefficiency and compatibility on rea...
Jabber-based cross-domain efficient and privacy-ensuring context management framework.
Journal Article
Jaroucheh, Z., Liu, X., & Smith, S. (2013)
Jabber-based cross-domain efficient and privacy-ensuring context management framework. International Journal of Advanced Computer Science and Applications, 4, 84
In pervasive environments, context-aware applications require a global knowledge of the context information distributed in different spatial domains in order to establish cont...
MVICS: a repository and search tool towards holistic semantic-based precise component selection.
Journal Article
Liu, X., & Li, C. (2013)
MVICS: a repository and search tool towards holistic semantic-based precise component selection. International journal of computers & technology, 5, 144-157
Driven by the continuous expansions of software applications and the increases in component varieties and sizes, the so-called component mismatch problem has become a more sev...
Recognize contextual situation in pervasive environments using process mining techniques
Journal Article
Jaroucheh, Z., Liu, X., & Smith, S. (2011)
Recognize contextual situation in pervasive environments using process mining techniques. Journal of Ambient Intelligence and Humanized Computing, 2(1), 53-69. https://doi.org/10.1007/s12652-010-0038-7
Research in pervasive computing and ambience intelligence aims to enable users to interact with the environment in a context-aware way. To achieve this, a complex set of featu...