From 47482a17aeb5663cb351c972ff9c90f7615267da Mon Sep 17 00:00:00 2001 From: Taehyun Kim Date: Tue, 24 Mar 2026 09:00:34 +0900 Subject: [PATCH] Concurrency Control --- ...\354\204\261 \354\240\234\354\226\264).md" | 367 ++++++++++++++++++ Types-of-Schedules-in-DBMS.png | Bin 0 -> 8281 bytes mvcc.png | Bin 0 -> 72686 bytes two-phase locking.png | Bin 0 -> 43219 bytes 4 files changed, 367 insertions(+) create mode 100644 "DB/Concurrency Control (\353\217\231\354\213\234\354\204\261 \354\240\234\354\226\264).md" create mode 100644 Types-of-Schedules-in-DBMS.png create mode 100644 mvcc.png create mode 100644 two-phase locking.png diff --git "a/DB/Concurrency Control (\353\217\231\354\213\234\354\204\261 \354\240\234\354\226\264).md" "b/DB/Concurrency Control (\353\217\231\354\213\234\354\204\261 \354\240\234\354\226\264).md" new file mode 100644 index 0000000..36c963a --- /dev/null +++ "b/DB/Concurrency Control (\353\217\231\354\213\234\354\204\261 \354\240\234\354\226\264).md" @@ -0,0 +1,367 @@ + +# 1. 왜 동시성 제어가 필요할까? +## 1.1 DB 동시성 + +- DB는 항상 다음과 같은 상황에 놓여있음 + - 여러 사용자가 "동시에 요청"을 보냄 + - 여러 트랜잭션이 "같은 데이터"를 동시에 접근 + - 예시 + - A: 상품 재고 조회 + - B: 상품 재고 감소 + - C: 다시 재고 감소 + +## 1.2 동시에 실행되면 무슨 일이 생길까? + +| ✅ 트랜잭션이 순서대로
실행되면 문제 없음 | T1 → T2 → T3 | +| ------------------------------ | --------------------------------------------------- | +| **❗ 실제는 이렇게
동시에 실행됨** | **T1 -----
T2 -----
T3 -----** | +### A. Concurrency Anomalies +트랙잭션을 올바르게 수행하지 못하는 경우 발생할 수 있는 현상 +1. **Dirty Read (다른 트랜잭션에서 수정 후 Commit되지 않은 값 읽기)** +2. **Lost Update (갱신 손실 = 덮어쓰기)** +3. **Non-Repeatable Read (하나의 트랜잭션, 두 번 이상 읽기 시, 읽을 때마다 다른 값 읽음)** + +### B. 예시 : Lost Update (갱신 손실) + +| Transaction A | Transaction B | | +| ---------------- | ---------------- | ---------------- | +| 재고 조회
→ 10개 | | | +| | 재고 조회
→ 10개 | | +| 재고 1개 감소
→ 9개 | | | +| | 재고 1개 감소
→ 9개 | | +| | 저장 (Commit) | | +| 저장 (Commit) | | → Lost Update 발생 | +- 상황 : **초기 재고 10개** +- 최종 재고 : 9개 → **잘못된 값 (8이 되어야 함)** +- 왜 이런 일이 발생했나? + - 두 트랜잭션이 **같은 값을 읽음** + - 서로의 변경을 **덮어씀** + +## C. 핵심 포인트 + +> **데이터가 서로 간섭하면서 일관성이 깨짐** (ACID) +- 누군가의 작업이 다른 작업에 의해 덮어씌워짐 +- 중간 상태를 읽어버림 +- 결과가 실행 순서에 따라 달라짐 + +> DB는 기본적으로 "동시에 처리하려고" 설계된 것 +- → 동시성 자체는 문제 X +- → 통제 (제어) 되지 않은 동시성이 문제 O + +> 동시에 실행은 허용하되 결과는 **문제 없이 유지** 되도록 하는 것이 중요 + + +--- + +# 2. Serializability (직렬화, 직렬가능성) + +## 2.1 Schedule (스케줄) +> **Schedule = 트랜잭션 연산들의 실행 순서** + +예를 들어 2개의 트랜잭션 연산 +``` +T1: Read → Write +T2: Read → Write +``` + +이 두 개가 섞이면 전체 실행 순설를 "하나의 Schedule"이라고 부름 +``` +T1 Read -> T2 Read -> T1 Write -> T2 Write +``` + +## 2.2 Serial vs Non-Serial +### A. Serial Schedule (직렬 실행) +``` + T1 → T2 +``` +- 한 번에 하나의 트랜잭션만 실행, 절대 섞이지 않음 + → 항상 안전함 +- 👉문제 : **"너무 느림 (성능↓)"** → 사용 불가 +### B. Non-Serial Schedule (비직렬 실행) +``` + T1 Read + T2 Read + T1 Write + T2 Write +``` +- 트랜잭션이 섞여서 실행됨 +- 대부분 실제 DB 상황 +- 👉 문제: + - 어떤 건 안전 + - 어떤 건 위험 + +## 2.3 Serializability의 개념 +> Non-Serial Schedule이지만, + 결과가 어떤 Serial Schedule과 같다면 안전 + +이 결과를 만들어낼 수 있는 ‘순차 실행’이 존재하는가? +- 존재하면 → Serializable → 안전✔️ +- 존재하지 않으면 → Not Serializable → 위험❌ + +## 2.4 Conflict Serializability +> 실제로는 충돌(Conflict)을 기준으로 Serializable 여부를 판단함 +- Conflict Serializability +- 구현상 DBMS에서는 Transaction이 Conflict Serializable인지 확인하는 방식이 X +- 여러 Transaction을 동시에 실행해도 Schedule이 Conflict Serializable를 보장하도록 동작 + +![[Types-of-Schedules-in-DBMS.png]] + +### 이론 : 분석/증명용 개념 +- 어떤 Schedule이 주어짐 + - 실행 다 한 후 그래프를 그림 + - **Serializable인지 판단** → 아니면 롤백 +### 실제 : Serializable Schedule만 실행 +- 모든 트랜잭션 실행 기록 저장 후 검사 X + - 너무 느림 + - 실시간 처리 불가 +- 안전하지 않은 실행 자체를 못 하게 막음 + - 문제가 될 수 있는 실행 → 차단 + - 허용하는 실행 → 항상 Serializable + +--- + +# 3. 동시성 제어 방식 + +> DB는 어떤 방식으로 실행을 통제할까? +> Non-Serial 실행을 Serial처럼 보이게 만들어야 함 + 👉 크게 두 가지 방법을 사용 ( Lock, MVCC ) + +## 3.1 Lock 기반 +> 충돌이 일어날 것 같으면, 기다리게 하자 +- 핵심 : 같은 데이터에 동시에 접근하지 못하게 막음 +- 구분 : 비관적 락 (Pessimistic Locking) +- 특징 + - 자연스럽게 Serial처럼 됨 (Read를 막음) + - 강력하게 제어 가능 +- 단점 + - 대기 발생 → 시간↑= 성능↓(상대적) + - Deadlock 가능 + +## 3.2 MVCC 기반 (Multi-Version Concurrency Control) +> 충돌을 막지 말고, 애초에 안 생기게 하자 +- 핵심 : 데이터를 여러 버전을 두어 서로 간섭이 없게 하자 +- 구분 : 낙관적 락 (Optimistic Locking) +- 특징 + - Read가 Block되지 않음 + - 성능 좋음 +- 단점 + - 구현 복잡한 편 + - 완전한 Serializable 보장은 아님 + +## 3.3 실제 DB +- 대부분의 DB는 하나만 사용하지 않고 둘 다 사용함 + +--- + +# 4. Lock 기반 동시성 제어 +## 4.1 개요 +- Lock이란 : 특정 데이터에 대한 접근 권한을 잠그는 것 +- 충돌이 발생할 것 같으면 기다리게 함 +- 순서를 강제하는 것 + - 실행 : 동시 허용 + - 충돌 : 직렬처럼 만들어버림 (순서를 강제) +## 4.2 Lock 종류 +### A. Shared Lock (공유 락, 읽기 작업용) +- 여러 트랜잭션이 동시에 읽기 가능 +- 쓰기는 동시에 불가능 +### B. Exclusive Lock (배타 락, 쓰기 작업용) +- 완전 독점 : 나만 접근 가능 +- 동시 읽기 & 쓰기 모두 불가능 +### C. MySQL InnoDB 스토리지 엔진의 Lock +- Record Lock → 특정 행(Row) 하나를 잠금 + - 대부분의 DB에도 존재함 +- Gap Lock → 값 사이 범위를 잠금 + - ex) id : 1,5 → gap = (1~5) 사이 +- **Next-Key Lock → 행+범위** + - InnoDB의 핵심 + - 행+ 그 앞의 범위까지 같이 잠금 + - Repeatable Read에서 **Phantom Read를 막기 위한 방법** +- 다른 DBMS도 구현방식은 다르지만, Phantom Read를 막기 위한 방법 존재 +## 4.3 왜 Lock이 필요한가? +> 데이터베이스 무결성을 보장하기 위한 DB 핵심 메커니즘 + +위 Lost Update 예시 +- Lock 사용, Serializable 보장 +- 순서 T1 → T2 + +| Transaction 1 | | Transaction 2 | +| ---------------- | :----------: | ---------------- | +| 재고 조회
→ 10개 | ← 재고 Lock 획득 | | +| 재고 1개 감소
→ 9개 | | (대기) | +| 저장 (Commit) | ← 재고 Unlock | (대기) | +| | | 재고 조회
→ 9개 | +| | | 재고 1개 감소
→ 8개 | +| | | 저장 (Commit) | + +## 4.4 Two-Phase Locking (2PL) +> Lock은 한 번에 다 잡고, 나중에 한 번에 풀어라 + +>Why? +> → 2PL을 따르면 Conflict Serializable이 보장됨 +### A. Growing Phase (확장 단계) +- Lock 획득만 가능 +- 해제 ❌ +### B. Shrinking Phase (축소 단계) +- Lock 해제만 가능 +- 새 Lock 획득 ❌ + +![[two-phase locking.png]] +## 4.5 Deadlock (교착상태) +> Lock의 가장 큰 문제 +> → 발생할 수 있다고 가정하고 처리해야 함. + +- 서로 기다림 → 영원히 멈춤 + - T1: A Lock → B 기다림 + - T2: B Lock → A 기다림 +- 발생 원인 + - Lock 순서가 다름 + - 서로 자원을 잡고 있음 +- 해결 방법 + 1. Detection 탐지 + - 하나를 강제 롤백 + 2. Timeout + - 일정 시간 기다리다 실패 처리 + +## 4.6 Lock 방식의 특징과 한계 +> Lock은 충돌을 막기 위해 실행 순서를 강제로 만든다 + +| 장점 | 단점 | +| ---------- | -------- | +| 강력한 일관성 보장 | 대기 발생 | +| 직관적 | Deadlock | +| | 성능저하 | +### Lock의 현실적 한계 = 성능저하 +1. Lock Contention (경합) + - 여러 트랜잭션이 하나의 데이터를 기다림 + - 대기 시간 증가 +2. Blocking : 읽기 쓰기 모두 Block 가능 +3. Deadlock + +--- + +# 5. MVCC (Multi-Version Concurrency Control) + +> Lock은 안전하지만 (데이터 일관성↑) +> 너무 자주 기다려야 하고 성능이 느림 +> → 굳이 읽기까지 막아야 할까? + +> 💡 MVCC의 핵심 아이디어 +> 막지 말고, 각자 다른 데이터를 보게하자 + +![[mvcc.png]] + +## 5.1 동작 방식 +### A. Lock과의 비교 +- 기존 Lock 기반 방식 + `T1: Write 중` + `T2: Read → 대기` +- MVCC 기반 + `T1: Write 중 (새 버전 생성)` + `T2: Read (이전 버전 읽음)` +### B. 동작 방식 +#### a. Undo Log +> 이전 버전 데이터 저장 +- 데이터 수정 시 (Update / Delete ) 수행 +- 과거 값을 Undo Log에 보관해 MVCC에서 조회 +#### b. Read View +> 트랜잭션이 어떤 버전을 볼 지 결정하는 기준 +- 트랜잭션 시작 시 생성 +- 이 시점까지 커밋된 데이터만 본다 를 정의 +#### c. Redo Log (보조) +> 장애 복구용 +- 최신 데이터 복구용 +- MVCC와 직접적 관계 X +#### d. Buffer Pool (보조) +> 캐시 메모리 +- 디스크 접근 줄임 +- 성능 개선 목적 +#### e. 핵심 흐름 +``` +1. 트랜잭션 시작 +2. Read View 생성 +3. 데이터 조회 + → 최신이 아니라 + → 조건에 맞는 과거 버전 선택 +``` + +## 5.2 MVCC 버전 관리 방식 +### A. 스냅샷 기반 (Snapshot) +> 트랜잭션 시작 시점 기준 +- 가장 일반적인 방식 +- MySQL InnoDB, PostgreSQL +### B. 타임스탬프 기반 (TimeStamp) +> 각 데이터에 시간 정보 부여 +- 읽을 때 시점보다 이전 것만 읽을 수 있음 +### C. 이력 기반 (History-based) +> 버전 체인을 따라가며 조회 +- Undo Log 기반 구조 +### D. 하이브리드 +- 여러 방식 혼합 +- +## 5.3 MVCC의 특징과 장단점 +> 시간에 따라 도일 데이터의 버전을 여러 개 유지 +> 각 트랜잭션은 자기 시점의 데이터만 읽기 +### A. 특징 +- 읽기는 쓰기를 차단하지 않음 +- 쓰기는 읽기를 차단하지 않음 +- 트랜잭션 격리성 보장 +- 일관성 읽기 제공 +### B. 장점 +- 읽기 성능 개선 + - Non-Blocking Read + - 읽기가 절대 막히지 않음 +- 성능 향상 + - 락 경합 감소 → 동시성 향상 +### C. 한계 +- 완벽하지 않음 +- Write-Write 충돌은 막지 못함 +> Lock과 함께 사용됨 +> : MVCC는 Lock을 보완하는 기법 +- Pantom Read 방지는 Serializable Isolation에서만 가능 + > Phantom Read ? + > : 범위 쿼리 시 새로운 데이터 등장 + + - Next-Key Lock (InnoDB 방식) +- 오래된 버전 누적 (Storage 문제) + - Undo Log가 계속 쌓이면 공간 증가 + - GC (가비지 컬렉터) 필요 + - ex. PorstgreSQL - VACUUM + MySQL InnoDB - Purge Thread + - 오버헤드, 데이터베이스 용량 확장 필요 +- Snapshot Too Old (Snapshot Anomaly) + - 트랜잭션이 오래된 스냅샷을 참조 + - 최신 데이터와 불일치 발생 + - 더 높은 격리수준을 사용 + / 애플리케이션 레벨에서 데이터 동기화 처리 필요 + +## 5.4 DB별 MVCC 구현 차이 + +MVCC는 개념이 있지만, DB마다 구현 방식이 다름 + +### A. 🏗️ MySQL (InnoDB) +>MVCC + Lock 혼합 +- Undo Log 기반 + - Purge 자동정리 가능 → 효율적 +- Read View 사용 +- Repeatable Read에서 Phantom 방지 (Next-Key Lock) +- Buffer Pool과 통합해 좋은 성능 +### B. 🐘 PostgreSQL +> 데이터 자체가 버전 +- Tuple 자체에 버전 저장 + → 간편/단순구조, 빠른 읽기 가능 +- Vacuum으로 정리 → 오버헤드 발생 +- 용량 문제 발생 +### C. 🏢 Oracle +> Snapshot 기반 강력 +- Undo Segment 기반 + - 순환 재사용으로 공간 효율적 +- Read Consistency 강함 +- 복잡하지만 효율적, 안정적 성능 + + + + +# 결론 +> 동시성 제어는 “일관성과 성능의 트레이드오프” +- Lock → 안전하지만 느림 +- MVCC → 빠르지만 복잡 \ No newline at end of file diff --git a/Types-of-Schedules-in-DBMS.png b/Types-of-Schedules-in-DBMS.png new file mode 100644 index 0000000000000000000000000000000000000000..b09bee07831df496636b2edbda99795101879c0a GIT binary patch literal 8281 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