Charon: A Secure Cloud-of-Clouds System for Storing and Sharing Big Data
We present Charon , a cloud-backed storage system capable of storing and sharing big data in a secure, reliable, and efficient way using multiple cloud providers and storage repositories to comply with the legal requirements of sensitive personal data. Charon implements three distinguishing features...
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Veröffentlicht in: | IEEE transactions on cloud computing 2021-10, Vol.9 (4), p.1349-1361 |
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Sprache: | eng |
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Zusammenfassung: | We present Charon , a cloud-backed storage system capable of storing and sharing big data in a secure, reliable, and efficient way using multiple cloud providers and storage repositories to comply with the legal requirements of sensitive personal data. Charon implements three distinguishing features: (1) it does not require trust on any single entity, (2) it does not require any client-managed server, and (3) it efficiently deals with large files over a set of geo-dispersed storage services. Besides that, we developed a novel Byzantine-resilient data-centric leasing protocol to avoid write-write conflicts between clients accessing shared repositories. We evaluate Charon using micro and application-based benchmarks simulating representative workflows from bioinformatics, a prominent big data domain. The results show that our unique design is not only feasible but also presents an end-to-end performance of up to 2.5\times 2.5× better than other cloud-backed solutions. |
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ISSN: | 2168-7161 2168-7161 2372-0018 |
DOI: | 10.1109/TCC.2019.2916856 |