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Log-Structured Merge Tree

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Cognitive Technology Team
Cognitive Technology Team
Jan 21, 2024 · Databases

Understanding LSM-Tree (Log-Structured Merge Tree) and Its Storage Mechanisms

This article explains the Log-Structured Merge Tree (LSM-Tree) architecture, describing its immutable storage design, the roles of WAL, MemTable, ImmuTable, and SSTable, and detailing the write workflow, compaction process, and the associated read, space, and write amplification challenges.

CompactionLSM TreeLog-Structured Merge Tree
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Understanding LSM-Tree (Log-Structured Merge Tree) and Its Storage Mechanisms