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데이터베이스 샤딩의 모든 것! 수평 vs 수직 분할, 샤딩 키 선택, Range/Hash/Directory/Geographic 샤딩, Hot Spot 문제, 리샤딩, 분산 트랜잭션, Vitess/Citus/CockroachDB 비교, 실전 마이그레이션.
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- Published on
"DB 하나만 쓰면 되던 시대"는 끝났다. 2024–2025년 들어 분산 SQL(CockroachDB, Spanner, TiDB, Yugabyte)과 서버리스 Postgres(Neon, Supabase, PlanetScale, Aurora DSQL), 그리고 엣지 SQLite(Turso/libSQL, Cloudflare D1)가 각자 다른 문제를 풀기 시작했다. CAP·PACELC를 다시 꺼내들고, 트랜잭션 경계·지연·비용·운영 난이도·락인 관점에서 10여 개 제품을 실전 기준으로 비교한다.- Published on
CAP는 'CP냐 AP냐'의 선택이 아니다. PACELC, Raft의 리더 선출, Paxos의 악명, Lamport/Vector Clock, 2PC의 한계와 Saga의 등장, Event Sourcing/CQRS, Outbox Pattern, Exactly-Once의 진실, FLP Impossibility, Google Spanner의 TrueTime, CockroachDB/TiDB까지. 분산 시스템을 '느낌'이 아닌 '구조'로 이해하기.- Published on
분산 시스템에서 "무엇이 먼저 일어났는가"를 어떻게 알 수 있을까? Lamport Clock, Vector Clock, Hybrid Logical Clock부터 Linearizability, Sequential, Causal, Eventual Consistency까지 — 이론과 실전을 720줄로 깊이 있게 다룬다.- Published on
etcd, Consul, CockroachDB, TiDB가 모두 Raft를 쓰는 이유는 이해하기 쉽기 때문이다. Leader Election, Log Replication, Safety Property, Membership Change, Snapshot까지 — 실전 시스템 분석과 함께 700줄로 깊이 있게 파헤친다.- Published on
CockroachDB의 분산 SQL 아키텍처부터 프로덕션 운영까지 다루는 실전 가이드. Raft 합의 알고리즘, 멀티 리전 토폴로지, 스키마 변경 전략, 성능 튜닝, 장애 복구 절차와 다른 NewSQL 데이터베이스와의 비교까지 종합적으로 정리합니다.