| Status | 已發表Published |
| An experimental study on hub labeling based shortest path algorithms | |
Li，Ye1; Leong Hou，U.1 ; Yiu，Man Lung2; Kou，Ngai Meng1
| |
| 2018 | |
| Source Publication | Proceedings of the VLDB Endowment
 |
| Volume | 11 |
| Issue | 4 |
| Pages | 445-457 |
| Abstract | Shortest path distance retrieval is a core component in many important applications. For a decade, hub labeling (HL) techniques have been considered as a practical solution with fast query response time (e.g., 1-3 orders of magnitude faster), competitive indexing time, and slightly larger storage overhead (e.g., several times larger). These techniques enhance query throughput up to hundred thousands queries per second, which is particularly helpful in large user environment. Despite the importance of HL techniques, we are not aware of any comprehensive experimental study on HL techniques. Thus it is difficult for a practitioner to adopt HL techniques for her applications. To address the above issues, we provide a comprehensive experimental study on the state-of-the-art HL technique with analysis of their efficiency, effectiveness and applicability. From insightful summary of different HL techniques, we further develop a simple yet effective HL techniques called Significant path based Hub Pushing (SHP) which greatly improves indexing time of previous techniques while retains good query performance. We also complement extensive comparisons between HL techniques and other shortest path solutions to demonstrate robustness and efficiency of HL techniques. |
| DOI | 10.1145/3164135.3164141 |
| URL | View the original |
| Language | 英語English |
| Scopus ID | 2-s2.0-85060081612 |
| Fulltext Access | |
| Citation statistics | |
| Document Type | Conference paper |
| Collection | Faculty of Science and Technology |
| Affiliation | 1.Department of Computer and Information Science,University of Macau,China 2.Department of Computing,Hong Kong Polytechnic University,Hong Kong |
| First Author Affilication | University of Macau |
| Recommended Citation GB/T 7714 | Li，Ye,Leong Hou，U.,Yiu，Man Lung,et al. An experimental study on hub labeling based shortest path algorithms[C], 2018, 445-457. |
| APA | Li，Ye., Leong Hou，U.., Yiu，Man Lung., & Kou，Ngai Meng (2018). An experimental study on hub labeling based shortest path algorithms. Proceedings of the VLDB Endowment, 11(4), 445-457. |
| Files in This Item: | There are no files associated with this item. | |||||
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment