Keyboard shortcuts

Press ← or → to navigate between chapters

Press S or / to search in the book

Press ? to show this help

Press Esc to hide this help

Section D — Advanced Distributed Storage (Topics 321–400)

Section Overview

This section goes beyond the foundational storage topics in ../overview.md into the internals of distributed filesystems, advanced erasure coding math, deep storage engine theory, content-addressable deduplication, next-generation memory/storage tiers, and low-level storage reliability mechanisms. These topics appear in senior SRE, storage-engineer, and database-internals interviews at companies running petabyte-scale infrastructure.

Topic Map

graph TD
    D[Section D: Advanced Distributed Storage] --> DFS[distributed-fs.md]
    D --> EC[erasure-coding-deep.md]
    D --> SE[storage-engines.md]
    D --> DC[dedup-cas.md]
    D --> TP[tiered-persistent.md]
    D --> SI[storage-internals.md]

    DFS --> DFS1[Ceph RADOS + BlueStore + Reef]
    DFS --> DFS2[HDFS NameNode + EC]
    DFS --> DFS3[GFS / Colossus / MinIO / S3]
    DFS --> DFS4[JuiceFS / GlusterFS / Lustre / BeeGFS]

    EC --> EC1[Reed-Solomon + LRC + Regenerating]
    EC --> EC2[Fountain Codes]
    EC --> EC3[Replication vs EC Trade-offs]

    SE --> SE1[LSM Amplifications + Compaction]
    SE --> SE2[Bloom/Cuckoo/Quotient Filters]
    SE --> SE3[Learned Indexes + Bε Trees]
    SE --> SE4[WAL / Journaling / CoW / Snapshots]

    DC --> DC1[Chunking + Fingerprinting]
    DC --> DC2[CAS + Immutable Storage]

    TP --> TP1[SCM / PMem / CXL]
    TP --> TP2[NVMe-oF / RDMA / Disaggregated Storage]
    TP --> TP3[Computational Storage / SmartNIC]

    SI --> SI1[QoS / Noisy Neighbor / GC]
    SI --> SI2[Crash Consistency / Torn Writes]
    SI --> SI3[Atomic Writes / Checksums]

Reading Order

OrderFileFocusPrerequisites
1distributed-fs.mdProduction distributed storage systems../distributed.md, ../ceph.md
2erasure-coding-deep.mdMath-heavy EC theory../erasure-coding.md
3storage-engines.mdLSM/B-Tree internals, filters, learned structures../sstable.md, ../lsm-compaction.md, ../wal.md
4dedup-cas.mdDedup and content-addressable storage../blobdb.md
5tiered-persistent.mdPMem, NVMe-oF, disaggregated/computational storage../tiered-storage.md, ../nvme.md, ../nvmeof.md
6storage-internals.mdQoS, crash consistency, checksumsAny of the above

Foundations vs Advanced

DimensionFoundations (../)Advanced (./)
CephArchitecture overview, CRUSH basicsBlueStore internals, Reef release, OSD recovery pipeline
Erasure CodingWhat, why, basic RSGalois-field arithmetic, LRC, regenerating codes, fountain codes
LSMCompaction types, amplificationLearned bloom filters, Bε trees, fractal tree merge cost
TieringHot/warm/cold, policiesSCM/PMem, CXL, disaggregated architectures, computational storage
Object StorageS3 API, metadata, consistency modelsS3 internal partitioning, MinIO erasure sets, strong consistency mechanics

Cross-References