The Science Behind the Calculations
Reduction In Footprint
Molecula customers experience benefits of 10 to 100x reduction in data footprint with FeatureBase. When calculated, this reduction in footprint is influenced by the original data format and cardinality across fields.
Time
Once features are extracted into FeatureBase, there is no need for arduous pre-aggregation or pre-processing. We take the engineering hours required for your analytics preparation and the frequency at which you run those workloads to calculate time savings.
Infrastructure
We calculate cost savings as reduced infrastructure due to data footprint reduction, displacing expensive technologies like OLAP cubes and data marts, and the reduction of data delivery cycle times.
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 WhitepaperMolecula’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.
View ResourceMolecula’s Technical Capabilities—
Key Differentiators:
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.
JOINS
The ability to performantly JOIN at query-time across disparate VDSs.
Copy-free Portability
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.
Effortless Control
Control access to cell-level data, audits usage, track lineage, anonymize data and manage infrastructure resources with unrivaled precision.
Schema Simplification
The value-first data representation used by Molecula enables some interesting benefits in terms of schema, including multi-valued and time quantums.
Request a Consultation—
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.