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https://doi.org/10.21256/zhaw-22689| Publikationstyp: | Konferenz: Paper |
| Art der Begutachtung: | Peer review (Publikation) |
| Titel: | Comparison and model of compression techniques for smart cloud log file handling |
| Autor/-in: | Spillner, Josef |
| et. al: | No |
| DOI: | 10.1109/CCCI49893.2020.9256609 10.21256/zhaw-22689 |
| Tagungsband: | 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI) |
| Seite(n): | 1 |
| Seiten bis: | 6 |
| Angaben zur Konferenz: | International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), Sharjah, UAE (online), 3-5 November 2020 |
| Erscheinungsdatum: | 5-Nov-2020 |
| Verlag / Hrsg. Institution: | IEEE |
| ISBN: | 978-1-7281-7315-3 |
| Sprache: | Englisch |
| Schlagwörter: | Log file management; Compression algorithm; Text compression; Benchmark; Adaptivity; Smart system |
| Fachgebiet (DDC): | 004: Informatik |
| Zusammenfassung: | 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 |
| Volltext Version: | Akzeptierte Version |
| Lizenz (gemäss Verlagsvertrag): | Lizenz gemäss Verlagsvertrag |
| Departement: | School of Engineering |
| Organisationseinheit: | Institut für Informatik (InIT) |
| Publiziert im Rahmen des ZHAW-Projekts: | Application of stealth computing in highly information-sensitive cloud environments |
| Enthalten in den Sammlungen: | Publikationen School of Engineering |
Dateien zu dieser Ressource:
| Datei | Beschreibung | Größe | Format | |
|---|---|---|---|---|
| 2020_Spillner_Log-compression-model.pdf | Accepted Version | 357.38 kB | Adobe PDF |  Öffnen/Anzeigen |
Zur Langanzeige
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.
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