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Software-Defined Data Protection: Low Overhead Policy Compliance at the Storage Layer is Within Reach!

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Most modern data processing pipelines run on top of a distributed
storage layer, and securing the whole system, and the storage layer in particular, against accidental or malicious misuse is crucial to ensuring compliance to rules and regulations. Enforcing data protection and privacy rules, however, stands at odds with the requirement to achieve higher and higher access bandwidths and processing rates in large data processing pipelines.
In this work we describe our proposal for the path forward
that reconciles the two goals. We call our approach “Software-
Defined Data Protection” (SDP). Its premise is simple, yet powerful:
decoupling often changing policies from request-level enforcement allows distributed smart storage nodes to implement the latter at line-rate. Existing and future data protection frameworks can be translated to the same hardware interface which allows storage nodes to offload enforcement efficiently both for company-specific rules and regulations, such as GDPR or CCPA.
While SDP is a promising approach, there are several remaining
challenges to making this vision reality. As we explain in the paper, overcoming these will require collaboration across several domains, including security, databases and specialized hardware design.
Original languageEnglish
JournalProceedings of the VLDB Endowment
Volume14
Issue number7
Pages (from-to)1167-1174
ISSN2150-8097
DOIs
Publication statusPublished - 2021

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