Name
Abstract | ||
|---|---|---|
The mobility pattern of vessel is one of the key metrics on ocean MDTN network. Because of the high cost, little experiment has focused on research of vessel mobility pattern for the moment. In this paper, we study the traces of thousands of vessels. Firstly, after studying the traces of vessels, we observe that the vessel's traces is confined by invisible boundary. Second, through defining the distance between traces, we design MR-Similarity algorithm to find the mobility pattern of vessels. Finally, we realize our algorithm on cluster and evaluate the performance and accuracy. Our results can provide the guidelines on design of data routing protocols on ocean MDTN. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1007/978-3-319-42553-5_19 | Lecture Notes in Computer Science |
Keywords | Field | DocType |
Ocean delay tolerant network,MapReduce,Mobility pattern,Trace similarity,Vessel data analysis | Data mining,Parallel algorithm,Computer science,Pattern detection,Routing protocol | Conference |
Volume | ISSN | Citations |
9784 | 0302-9743 | 0 |
PageRank | References | Authors |
0.34 | 9 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chao Liu | 1 | 10 | 7.00 |
| Yingjian Liu | 2 | 3 | 2.82 |
| Zhongwen Guo | 3 | 299 | 33.99 |
| Xi Wang | 4 | 11 | 3.98 |
| Shuai Guo | 5 | 4 | 1.48 |