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Coding Blocks
Overview of Object Oriented, Wide Column, and Vector Databases
Feb 19, 2024
The hosts delve into object-oriented databases and document their storage comparisons, while exploring scalability in wide column stores like Azure Cosmos DB. They discuss the benefits of Cassandra for distributed databases and the cost dynamics of cloud services. The conversation transitions to vector databases' efficient data representation and machine learning concepts, touching on epoch converters' utility and digital security measures.
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Quick takeaways
- Object Oriented DBMS focus on storing data in database as modeled in application, boosting performance without complex joins.
- Vector database systems excel in linear scalability and masterless architecture supporting distributed writes and data integrity.
Deep dives
Vector Database Systems: Scalability and Efficiency
Vector database systems offer linear scalability and efficiency as you add nodes, allowing for consistent performance growth. Each node in a vector database system acts similarly, making it easy to reason about the system's functionality. The ability to add more nodes for linear scalability mitigates hardware limitations found in traditional relational databases.
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