The Science Behind the Calculations
The Science Behind the Technology
Learn how Molecula’s novel approach to powering your analytics will enable real-time capabilities never possible before with 1000x improved performance and 10-100x reduction in footprint.Download Whitepaper
Molecula’s novel approach to data access breaks through the latency floor created by the zoo of legacy data processing technologies, eliminating the need to pre-aggregate, federate, copy, cache or move source data.
Molecula’s Technology Superpowers—
Breaking the Latency Floor
By deconstructing by entities, fields, values, and relationships and standardizing it as a core data format, we enable a cascading set of benefits that includes Analytics at UI speed supporting highly concurrent access.
The ability to performantly JOIN at query-time across disparate VDSs.
When spawning our highly-performant data representations, only translation keys and updates to relationships are moved across the network, yielding up to 100X reduction in hardware footprint and data movement.
High Concurrency Analytics
Because of the extreme performance achieved querying a VDS, clients can now offer "UI latency" analytics to large user bases.
Control access to cell-level data, audits usage, track lineage, anonymize data and manage infrastructure resources with unrivaled precision.
The value-first data representation used by Molecula enables some interesting benefits in terms of schema, including multi-valued and time quantums.
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Understand Molecula’s novel approach to data access and why switching to Molecula will enable real-time capabilities never possible before with 1000x improved performance and reduction in footprint.