Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-22689| Publication type: | Conference paper |
| Type of review: | Peer review (publication) |
| Title: | Comparison and model of compression techniques for smart cloud log file handling |
| Authors: | Spillner, Josef |
| et. al: | No |
| DOI: | 10.1109/CCCI49893.2020.9256609 10.21256/zhaw-22689 |
| Proceedings: | 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI) |
| Page(s): | 1 |
| Pages to: | 6 |
| Conference details: | International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), Sharjah, UAE (online), 3-5 November 2020 |
| Issue Date: | 5-Nov-2020 |
| Publisher / Ed. Institution: | IEEE |
| ISBN: | 978-1-7281-7315-3 |
| Language: | English |
| Subjects: | Log file management; Compression algorithm; Text compression; Benchmark; Adaptivity; Smart system |
| Subject (DDC): | 004: Computer science |
| Abstract: | Compression as data coding technique has seen approximately 70 years of research and practical innovation. Nowadays, powerful compression tools with good trade-offs exist for a range of file formats from plain text to rich multimedia. Yet in the dilemma of cloud providers to reduce log data sizes as much as possible while having to keep as much as possible around for regulatory reasons and compliance processes, many companies are looking for smarter solutions beyond brute compression. In this paper, comprehensive applied research setting around network and system logs is introduced by comparing text compression ratios and performance. The benchmark encompasses 13 tools and 30 tool-configuration-search combinations. The tool and algorithm relationships as well as benchmark results are modelled in a graph. After discussing the results, the paper reasons about limitations of individual approaches and suitable combinations of compression with smart adaptive log file handling. The adaptivity is based on the exploitation of knowledge on format-specific compression characteristics expressed in the graph, for which a proof-of-concept advisor service is provided. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/22689 |
| Fulltext version: | Accepted version |
| License (according to publishing contract): | Licence according to publishing contract |
| Departement: | School of Engineering |
| Organisational Unit: | Institute of Computer Science (InIT) |
| Published as part of the ZHAW project: | Application of stealth computing in highly information-sensitive cloud environments |
| Appears in collections: | Publikationen School of Engineering |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2020_Spillner_Log-compression-model.pdf | Accepted Version | 357.38 kB | Adobe PDF |  View/Open |
Show full item record
Spillner, J. (2020). Comparison and model of compression techniques for smart cloud log file handling [Conference paper]. 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), 1–6. https://doi.org/10.1109/CCCI49893.2020.9256609
Spillner, J. (2020) ‘Comparison and model of compression techniques for smart cloud log file handling’, in 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI). IEEE, pp. 1–6. Available at: https://doi.org/10.1109/CCCI49893.2020.9256609.
J. Spillner, “Comparison and model of compression techniques for smart cloud log file handling,” in 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), Nov. 2020, pp. 1–6. doi: 10.1109/CCCI49893.2020.9256609.
SPILLNER, Josef, 2020. Comparison and model of compression techniques for smart cloud log file handling. In: 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI). Conference paper. IEEE. 5 November 2020. S. 1–6. ISBN 978-1-7281-7315-3
Spillner, Josef. 2020. “Comparison and Model of Compression Techniques for Smart Cloud Log File Handling.” Conference paper. In 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), 1–6. IEEE. https://doi.org/10.1109/CCCI49893.2020.9256609.
Spillner, Josef. “Comparison and Model of Compression Techniques for Smart Cloud Log File Handling.” 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), IEEE, 2020, pp. 1–6, https://doi.org/10.1109/CCCI49893.2020.9256609.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.