Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-22689Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Spillner, Josef | - |
| dc.date.accessioned | 2021-06-23T08:33:01Z | - |
| dc.date.available | 2021-06-23T08:33:01Z | - |
| dc.date.issued | 2020-11-05 | - |
| dc.identifier.isbn | 978-1-7281-7315-3 | de_CH |
| dc.identifier.uri | https://digitalcollection.zhaw.ch/handle/11475/22689 | - |
| dc.description.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. | de_CH |
| dc.language.iso | en | de_CH |
| dc.publisher | IEEE | de_CH |
| dc.rights | Licence according to publishing contract | de_CH |
| dc.subject | Log file management | de_CH |
| dc.subject | Compression algorithm | de_CH |
| dc.subject | Text compression | de_CH |
| dc.subject | Benchmark | de_CH |
| dc.subject | Adaptivity | de_CH |
| dc.subject | Smart system | de_CH |
| dc.subject.ddc | 004: Informatik | de_CH |
| dc.title | Comparison and model of compression techniques for smart cloud log file handling | de_CH |
| dc.type | Konferenz: Paper | de_CH |
| dcterms.type | Text | de_CH |
| zhaw.departement | School of Engineering | de_CH |
| zhaw.organisationalunit | Institut für Informatik (InIT) | de_CH |
| dc.identifier.doi | 10.1109/CCCI49893.2020.9256609 | de_CH |
| dc.identifier.doi | 10.21256/zhaw-22689 | - |
| zhaw.conference.details | International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), Sharjah, UAE (online), 3-5 November 2020 | de_CH |
| zhaw.funding.eu | No | de_CH |
| zhaw.originated.zhaw | Yes | de_CH |
| zhaw.pages.end | 6 | de_CH |
| zhaw.pages.start | 1 | de_CH |
| zhaw.publication.status | acceptedVersion | de_CH |
| zhaw.publication.review | Peer review (Publikation) | de_CH |
| zhaw.title.proceedings | 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI) | de_CH |
| zhaw.webfeed | Service Engineering | de_CH |
| zhaw.funding.zhaw | Application of stealth computing in highly information-sensitive cloud environments | de_CH |
| zhaw.author.additional | No | de_CH |
| zhaw.display.portrait | Yes | de_CH |
| 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 simple 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.
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