An Optimized Speculative Execution Strategy Based on Local Data Prediction in a Heterogeneous Hadoop Environment
Conference Proceeding
Liu, X., & Liu, Q. (2017)
An Optimized Speculative Execution Strategy Based on Local Data Prediction in a Heterogeneous Hadoop Environment. In Proceedings of 2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), (128-131). https://doi.org/10.1109/cse-euc.2017.208
Hadoop is a famous distributed computing framework that is applied to process large-scale data. "Straggling tasks" have a serious impact on Hadoop performance due to imbalance...
A refinement calculus for the development of real-time systems.
Conference Proceeding
Chen, Z., Cau, A., Zedan, H., Liu, X., & Yang, H. (1998)
A refinement calculus for the development of real-time systems. In 5th Asia Pacific Software Engineering Conference, APSEC '98, 61. https://doi.org/10.1109/APSEC.1998.733588
We present a calculus which can transfer specifications
to objects for the development of real-time systems. The
object model is based on a practical OO development
technique—...
A Self-organizing LSTM-Based Approach to PM2.5 Forecast
Conference Proceeding
Liu, X., Liu, Q., Zou, Y., & Wang, G. (2018)
A Self-organizing LSTM-Based Approach to PM2.5 Forecast. In Proceedings of the 4th International Conference on Cloud Computing and Security (ICCCS 2018), (683-693). https://doi.org/10.1007/978-3-030-00015-8_59
Nanjing has been listed as the one of the worst performers across China with respect to the high level of haze-fog, which impacts people's health greatly. For the severe condi...
A Cognitive-IoE Approach to Ambient-intelligent Smart Home
Conference Proceeding
Jamnal, G., & Liu, X. (2017)
A Cognitive-IoE Approach to Ambient-intelligent Smart Home. In Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security, (302-308). https://doi.org/10.5220/0006304103020308
In today’s world, we are living in busy metropolitan cities and want our homes to be ambient intelligent enough towards our cognitive requirements for assisted living in smart...
Appliance Recognition Based on Continuous Quadratic Programming
Conference Proceeding
Liu, X., & Liu, Q. (2018)
Appliance Recognition Based on Continuous Quadratic Programming. In Proceedings of 4th International Conference on Cloud Computing and Security (ICCCS 2018), (63-72). https://doi.org/10.1007/978-3-030-00018-9_6
The detailed information of residents' electricity consumption is of great significance to the planning of the use of electrical appliances and the reduction of electrical ene...
A Sustainable Service-Oriented B2C Framework for Small Businesses
Conference Proceeding
Liu, X., & Ye, H. (2008)
A Sustainable Service-Oriented B2C Framework for Small Businesses. In J. Lee, D. Liang, & Y. C. Cheng (Eds.), The Fourth IEEE International Symposium on Service-Oriented System Engineering, 281-286. https://doi.org/10.1109/sose.2008.14
Electronic commerce is fast expanding all over the world. Currently most B2C (business to customer) electronic commerce focuses on retailing and other online services, such as...
A product line based aspect-oriented generative unit testing approach to building quality components
Conference Proceeding
Feng, Y., Liu, X., & Kerridge, J. (2007)
A product line based aspect-oriented generative unit testing approach to building quality components. In 31st Annual International Computer Software and Applications Conference (COMPSAC 2007), 403-408. doi:10.1109/compsac.2007.35
The quality of component-based systems highly
depends on how effectively testing is carried out. To
achieve the maximal testing effectiveness, this paper
presents a product li...
Improving maintenance through development experiences.
Conference Proceeding
Liu, X., Yang, H. & Zedan, H. (1997)
Improving maintenance through development experiences. In WESS '98 - Workshop on Empirical Studies in Software Maintenance, 1-5
An empirical comparison is made between present approaches/tools of software maintenance and development. The conclusion is that development technology is more mature in many ...
Scenario based generative component adaptation in .Net framework.
Conference Proceeding
Wang, B. H. (., Liu, X., Kerridge, J. & Li, Y. (2003)
Scenario based generative component adaptation in .Net framework. In Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004, 73-78. ISBN 9780780388192
Mismatches between pre-quaZi$ed existing components
and the particular reuse context in applicutions have been
a major factor hindering component reusability.
Although compone...