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⚡ One HLD concept. 60 seconds. Interview ready
Elasticsearch Data Streams vs. Time-Based Indices: Which to Choose?
Elasticsearch offers Data Streams for simplicity and Time-Based Indices for control in managing time-series data.

⚡ One HLD concept. 60 seconds. Interview ready
Understanding Elasticsearch Data Streams in HLD
Elasticsearch Data Streams simplify time-series data management with one name for many indices.

⚡ One HLD concept. 60 seconds. Interview ready
Kafka Retention vs Compaction: History or Latest State?
Kafka uses retention to keep historical data and compaction to keep the latest state.

⚡ One HLD concept. 60 seconds. Interview ready
Transactional Outbox Pattern: Never Lose Events!
The Transactional Outbox Pattern ensures database updates and event publishing are synchronized to avoid losing events.

⚡ One HLD concept. 60 seconds. Interview ready
Understanding Elasticsearch Snapshots: Replicas vs Backups
Replicas keep your system available, while snapshots allow for data recovery.

⚡ One HLD concept. 60 seconds. Interview ready
Understanding Distributed Clocks in Systems Design
In distributed systems, timestamps don't always reflect the true order of events.