Influence-aware Predictive Density Queries Under Road-network Constraints

We are developing query algorithms for predicting locations of potential traffic jams. Queries consider the structure of road systems to improve the performance and accuracy of results. Additionally, the queries account for the influence of congested areas on traffic flow and future traffic conditions.

Density Query Simulator Screenshot

L. Heendaliya, M. Wisely, D. Lin, S. Sedigh Sarvestani, and A. Hurson, "Influence-Aware Predictive Density Queries under Road-Network Constraints," in Advances in Spatial and Temporal Databases, C. Claramunt, M. Schneider, R. C.-W. Wong, L. Xiong, W.-K. Loh, C. Shahabi, and K.-J. Li, Eds. Springer International Publishing, 2015, pp. 80-97. DOI: 10.1007/978-3-319-22363-6_5

M. Wisely, A. Hurson, and S. S. Sarvestani, "An extensible simulation framework for evaluating centralized traffic prediction algorithms," in 2015 International Conference on Connected Vehicles and Expo (ICCVE), 2015, pp. 391-396. DOI: 10.1109/ICCVE.2015.86

Energy Consumption of Data Retrieval Algorithms for Parallel Broadcast Channels

Estimated the energy consumption of several algorithms for retrieving data items from data broadcasts on parallel channels. Algorithms were implemented in C and executed on an emulated Android device. Execution traces were used to estimate the energy consumed by each algorithm.

Michael Wisely, A. R. Hurson, and S. Sedigh Sarvestani. Public data dissemination via broadcasting. Journal of Information Processing, 23(4), 2015, invited. DOI: 10.2197/ipsjjip.23.382

A. R. Hurson, S. S. Sarvestani, and M. Wisely, "Energy-efficient algorithms for data retrieval from indexed parallel broadcast channels," Sustainable Computing: Informatics and Systems, vol. 10, pp. 20-35, 2016. DOI: 10.1016/j.suscom.2016.03.001

M. Wisely, S. Sedigh Sarvestani, and A. Hurson, "Energy Consumption of Algorithms for Data Retrieval from Indexed Parallel Broadcast Channels," in 2016 Seventh International Green and Sustainable Computing Conference (IGSC), Hangzhou, China, 2016. to appear

Other publications

M. Woodard, M. Wisely, and S. Sedigh Sarvestani, "A Survey of Data Cleansing Techniques for Cyber-Physical Critical Infrastructure Systems," in Advances in Computers, vol. 102, A. R. H. and M. Goudarzi, Ed. Elsevier, 2016, pp. 63-110. DOI: 10.1016/bs.adcom.2016.05.002