DEHYDRATOR reduces provenance graph edge storage by 84.55% across seven datasets using field mapping, hierarchical encoding, and a transformer with an error-correction table.
The Vertica Analytic Database: C-Store 7 Years Later
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This paper describes the system architecture of the Vertica Analytic Database (Vertica), a commercialization of the design of the C-Store research prototype. Vertica demonstrates a modern commercial RDBMS system that presents a classical relational interface while at the same time achieving the high performance expected from modern "web scale" analytic systems by making appropriate architectural choices. Vertica is also an instructive lesson in how academic systems research can be directly commercialized into a successful product.
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DEHYDRATOR: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation
DEHYDRATOR reduces provenance graph edge storage by 84.55% across seven datasets using field mapping, hierarchical encoding, and a transformer with an error-correction table.