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← Back to All Databases & Storage Interview Questions Scenario 46 of 52 in Databases & Storage
Senior SRE / Database Engineer Database PostgreSQL & MySQL Triage Concurrency & Locking

Q: During a flash sale, high-concurrency transactions executing 'INSERT INTO orders' and 'UPDATE inventory WHERE sku = ?' generate frequent 'Deadlock found when trying to get lock; try restarting transaction' errors. Both queries touch indexed foreign keys but different primary rows. How do you diagnose the deadlock using InnoDB engine status and eliminate next-key/gap locks without compromising ACID isolation?

Diagnose InnoDB deadlock chains caused by gap locks and next-key locking during concurrent order processing, and eliminate deadlocks by optimizing index lookups and isolation levels.

#MySQL #InnoDB #Deadlock #Gap Locks #Next-Key Locks #Transaction Isolation
🎙️ Candidate Opening & Architectural Context
"In MySQL InnoDB under the default REPEATABLE READ isolation level, queries use Next-Key Locking (a combination of record lock and gap lock) to prevent phantom reads. When queries search by non-unique indexes or ranges, InnoDB locks the gap between records. When two concurrent transactions acquire overlapping gap locks and then attempt to insert or update within each other's gap, an unresolvable cyclic dependency (deadlock) occurs."
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⚡ Recommended Practice Lab

Want to master this scenario in a live sandbox? KodeKloud's PostgreSQL Database Administration & High Availability Course covers this exact problem with hands-on terminal drills.

🛠️ Production Runbook & Step-by-Step Resolution

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Situation: Flash Sale Triggers Pervasive MySQL Deadlocks

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Task: Extract Lock Dependency Graphs & Eliminate Gap Lock Contention

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Action: Deadlock Log Analysis & Isolation Level Tuning

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Result: 0 Deadlocks & 4.5x Checkout Throughput

💡 The Senior SRE Gold Nugget (Key Architectural Takeaway)
"MySQL InnoDB's REPEATABLE READ uses gap locks that frequently cause deadlocks on concurrent inserts. Switching to READ COMMITTED with ROW-based binary logging removes gap locks for non-foreign-key lookups, eliminating deadlocks."
⚡ 60-Second Elevator Pitch Talking Points
  • InnoDB REPEATABLE READ uses next-key and gap locks to prevent phantom reads, creating deadlock hazards.
  • Inspect SHOW ENGINE INNODB STATUS to locate exact conflicting transactions, locks, and indexes.
  • Switching to READ COMMITTED with row-based replication removes gap locks and resolves insert deadlocks.
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