Optimized for storing and querying data indexed by time, such as IoT sensor readings, stock prices, or application metrics. Popular choices: InfluxDB, TimescaleDB, Prometheus.
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Relational databases organize data into formal tables consisting of rows and columns. They use Structured Query Language (SQL) for data manipulation and are strictly governed by (Atomicity, Consistency, Isolation, Durability). This guarantees absolute data integrity, making SQL databases the industry standard for financial systems and transactional applications. Data Model : Tabular, predefined strict schemas. Scaling : Vertical (adding more power to a single server). Optimized for storing and querying data indexed by
Optimized for massive data volume queries spanning millions of columns. (e.g., Apache Cassandra, ScyllaDB).
A logarithmic unit used to measure the intensity of sound or electrical signals. They use Structured Query Language (SQL) for data
The Ultimate Guide to Databases (DB): Architecture, Types, and Future Trends
The holy grail of database reliability. ACID ensures that transactions are processed reliably. For example, when you transfer $100 from Account A to B, the DB ensures that the money leaves A and arrives at B. It never allows the money to vanish into thin air. Scaling : Vertical (adding more power to a single server)
: Controls access through passwords and user permissions.
: Once a transaction is committed, it remains saved even during power loss or system crashes. 3. Classifying the Modern Database Landscape