LSN-Based Copy-on-Write Database Branching on LSM-Tree Storage with Delta SSTables and Multi-Strategy Merge

We describe an implementation of git-like database branching on top of LSM-tree (Log-Structured Merge-tree) storage using RocksDB. Unlike existing database branching implementations that use custom storage formats (Dolt’s prolly trees), distributed storage layers (Neon), or block-level snapshots (Simplyblock Vela), our approach mplements page-level copy-on-write using Delta SSTables within the LSM-tree architecture. Branches are created in sub-millisecond time as metadata-only operations (256bytes). Read operations traverse a four-layer hierarchy: branch memtable, branch Delta SSTables, parent Delta SSTables, and shared SSTables. The system supports seven merge strategies (Ours, Theirs,Manual, RuleBased, LastWriteWins, Custom UDF, Abort) with three-way merge conflict detection. Each branch maintains independent MVCC snapshots with SERIALIZABLE isolation. This disclosure establishes prior art for LSM-tree-specific database branching with Delta SSTables.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-26
DOI
https://doi.org/10.5281/zenodo.19242706
Primary Topic
Advanced Data Storage Technologies
Type
article
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article

LSN-Based Copy-on-Write Database Branching on LSM-Tree Storage with Delta SSTables and Multi-Strategy Merge

Daniel Moya Vaca
Zenodo (CERN European Organization for Nuclear Research)
Advanced Data Storage Technologies
article

LSN-Based Copy-on-Write Database Branching on LSM-Tree Storage with Delta SSTables and Multi-Strategy Merge

Daniel Moya Vaca
article en

Abstract

We describe an implementation of git-like database branching on top of LSM-tree (Log-Structured Merge-tree) storage using RocksDB. Unlike existing database branching implementations that use custom storage formats (Dolt’s prolly trees), distributed storage layers (Neon), or block-level snapshots (Simplyblock Vela), our approach mplements page-level copy-on-write using Delta SSTables within the LSM-tree architecture. Branches are created in sub-millisecond time as metadata-only operations (256bytes). Read operations traverse a four-layer hierarchy: branch memtable, branch Delta SSTables, parent Delta SSTables, and shared SSTables. The system supports seven merge strategies (Ours, Theirs,Manual, RuleBased, LastWriteWins, Custom UDF, Abort) with three-way merge conflict detection. Each branch maintains independent MVCC snapshots with SERIALIZABLE isolation. This disclosure establishes prior art for LSM-tree-specific database branching with Delta SSTables.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 7%
Advanced Data Storage Technologies
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LSN-Based Copy-on-Write Database Branching on LSM-Tree Storage with Delta SSTables and Multi-Strategy Merge — Daniel Moya Vaca · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS