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Aerospike vs Kdb+: What are the differences?
Data Model: Aerospike is a NoSQL database that uses a key-value data model, while Kdb+ is a high-performance database that utilizes a columnar data model specifically designed for time-series data.
Query Language: Aerospike supports its own query language called Aerospike Query Language (AQL), which is SQL-like, whereas Kdb+ uses its proprietary query language called q that is optimized for handling time-series and financial data efficiently.
Vertical Scalability: Aerospike can scale vertically by adding more resources to a single machine, allowing for increased performance, while Kdb+ is specifically designed for horizontal scalability across multiple machines for handling extensive datasets.
Use Cases: Aerospike is commonly used for real-time big data applications, like ad tech, whereas Kdb+ is widely utilized in the financial industry due to its high-speed data retrieval capabilities for time-series data analysis.
ACID Compliance: Aerospike is ACID (Atomicity, Consistency, Isolation, Durability) compliant, ensuring data integrity, while Kdb+ focuses more on speed and performance rather than strict ACID compliance.
Community Support: Aerospike has a larger community support with more extensive documentation and resources available, whereas Kdb+ has a smaller but dedicated community mainly focused on financial and time-series data analysis.
In Summary, key differences between Aerospike and Kdb+ include their data models, query languages, scalability options, use cases, ACID compliance, and community support.
Pros of Aerospike
- Ram and/or ssd persistence16
- Easy clustering support12
- Easy setup5
- Acid4
- Petabyte Scale3
- Scale3
- Performance better than Redis3
- Ease of use2