DocumentCode
3732343
Title
Efficient Algorithms for Scheduling XML Data in a Mobile Wireless Broadcast Environment
Author
Yongrui Qin;Hua Wang;Ji Zhang;Xiaohui Tao;Wei Emma Zhang;Kerry Taylor;Quan Z. Sheng
Author_Institution
Univ. of Adelaide, Adelaide, SA, Australia
fYear
2015
Firstpage
725
Lastpage
732
Abstract
This paper tackles the key scheduling problem of reducing the overall wait time of mobile clients in wireless data broadcast systems. It is observed that in periodic broadcast, new mobile clients may join in and existing mobile clients may leave anytime; in on-demand broadcast, high uplink communication cost may occur as all clients have to submit their queries every time. These are likely to degrade existing broadcasting approaches. In this work, we study the scheduling problem of XML data broadcast in a hybrid mode, where the system supports both periodic broadcast and on-demand broadcast services at the same. By taking the structural similarity between XML documents into account, only a small portion of mobile clients would be involved in the scheduling process and all mobile clients can be served more effectively. In this way, communication cost at the client side can be reduced greatly. A formal theoretical analysis of the proposed technique is presented. Based on the analysis, a novel clustering-based scheduling algorithm is developed. Moreover, we utilize an aging method to predict the distribution of incoming queries based on small samples of queries from mobile clients. Finally, we evaluate the approach through a set of experiments and the results show that it can significantly improve access efficiency for mobile clients.
Keywords
"XML","Mobile communication","Scheduling algorithms","Schedules","Servers","Wireless communication","Mathematical model"
Publisher
ieee
Conference_Titel
Parallel and Distributed Systems (ICPADS), 2015 IEEE 21st International Conference on
Electronic_ISBN
1521-9097
Type
conf
DOI
10.1109/ICPADS.2015.96
Filename
7384359
Link To Document