Distributed Database vs In-Memory Database
Developers should learn and use distributed databases when building applications that require horizontal scalability, such as social media platforms, e-commerce sites, or IoT systems, to handle massive data volumes and concurrent users meets developers should use in-memory databases when building applications requiring low-latency data access, such as real-time analytics, caching layers, gaming leaderboards, or financial trading systems. Here's our take.
Distributed Database
Developers should learn and use distributed databases when building applications that require horizontal scalability, such as social media platforms, e-commerce sites, or IoT systems, to handle massive data volumes and concurrent users
Distributed Database
Nice PickDevelopers should learn and use distributed databases when building applications that require horizontal scalability, such as social media platforms, e-commerce sites, or IoT systems, to handle massive data volumes and concurrent users
Pros
- +They are crucial for ensuring data availability and resilience in case of node failures, making them ideal for mission-critical systems where downtime is unacceptable
- +Related to: database-sharding, data-replication
Cons
- -Specific tradeoffs depend on your use case
In-Memory Database
Developers should use in-memory databases when building applications requiring low-latency data access, such as real-time analytics, caching layers, gaming leaderboards, or financial trading systems
Pros
- +They are ideal for scenarios where speed is critical and data can be recreated or is transient, though some IMDBs also offer persistence options for durability
- +Related to: redis, apache-ignite
Cons
- -Specific tradeoffs depend on your use case
The Verdict
Use Distributed Database if: You want they are crucial for ensuring data availability and resilience in case of node failures, making them ideal for mission-critical systems where downtime is unacceptable and can live with specific tradeoffs depend on your use case.
Use In-Memory Database if: You prioritize they are ideal for scenarios where speed is critical and data can be recreated or is transient, though some imdbs also offer persistence options for durability over what Distributed Database offers.
Developers should learn and use distributed databases when building applications that require horizontal scalability, such as social media platforms, e-commerce sites, or IoT systems, to handle massive data volumes and concurrent users
Disagree with our pick? nice@nicepick.dev