Compressed transmission of remote network management information with synchronized context-aware dictionary
In this paper, we propose a compression method of information for remote network management, such as command-response messages and operation logs of network devices. The key technologies of the proposed method are tree-type, context-aware compression dictionary, and dictionary synchronization between local and remote systems. We evaluate the performance of the proposed method using command-response history and operation logs of actual network devices. The results show that when the dictionary used for compression is constructed offline, 1-7% of the compression ratios<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">1</sup> are obtained regardless of the used dataset. When the compression dictionary is updated online, the compression ratio degrades but remains far superior to conventional methods. We also confirm that pre-processing target information can significantly improve the compression ratio.
Authors
- Ryoichi Miyamoto (ORCID: https://orcid.org/0009-0005-9899-7543)
- Go Hasegawa (ORCID: https://orcid.org/0000-0002-2092-1072)
- Masaki Tsuji
- Kazushi Toyoda
Institutions
- Tohoku University (JP)
- Furukawa Electric (Japan) (JP)
Publication Details
- Published
- 2025-05-20
- DOI
- https://doi.org/10.1109/hpsr64165.2025.11038884
- Primary Topic
- Mobile Agent-Based Network Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00