Stanimira Vlaeva
NoSQL Data Modeling for Front-end Developers
#1about 3 minutes
Why data modeling matters for front-end developers
A good data model improves application performance, developer productivity, and reduces overall development costs.
#2about 7 minutes
Understanding document databases and flexible schemas
NoSQL document databases like MongoDB use collections of BSON documents with flexible schemas, unlike the rigid tables of SQL.
#3about 6 minutes
Modeling data relationships with embedding and referencing
One-to-many relationships can be modeled by either embedding related data within a single document or by referencing it using IDs.
#4about 9 minutes
Deciding when to embed or reference data
Use embedding for one-to-few relationships and referencing for one-to-zillions, while considering if entities are separate logical units for one-to-many cases.
#5about 6 minutes
Optimizing queries with the extended reference pattern
Combine referencing with embedding of frequently accessed fields to reduce queries while avoiding overly large documents and data duplication.
#6about 5 minutes
Handling data duplication and staleness effectively
Accept duplication for historical data and manage necessary updates for stale data using batch operations triggered by change streams.
#7about 9 minutes
Core principles for successful NoSQL data modeling
Effective data modeling is driven by application use cases, requiring identification of logical units, relationships, and critical queries.
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Matching moments
00:03 MIN
Why data modeling matters for front-end developers
NoSQL Data Modeling for Front-end Developers
36:09 MIN
Key principles and resources for data modeling
NoSQL Data Modeling for Front-end Developers
05:00 MIN
Shifting from transactional to interaction-based data models
Tomorrow's cloud data platforms - fully managed database-as-a-service (DBaaS)
02:36 MIN
Understanding document databases and flexible schemas
NoSQL Data Modeling for Front-end Developers
13:32 MIN
Modeling connected data with graph databases
Cyber Sleuth: Finding Hidden Connections in Cyber Data
30:42 MIN
Managing data duplication and staleness
NoSQL Data Modeling for Front-end Developers
23:53 MIN
Bridging worlds with JSON relational duality views
Crypto-secure Data Management with In-Database Blockchain
07:52 MIN
The architectural advantage of a SQL-native design
Fault Tolerance and Consistency at Scale: Harnessing the Power of Distributed SQL Databases
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