Claude Code database

Redis Connection Pool Exhaustion

Application gradually exhausts Redis connection pool over hours. New connections fail with 'pool exhausted' error. Existing connections aren't being returned to the pool properly, causing connection leak.

Redis works initially but degrades as connections accumulate.

Error Messages You Might See

redis.clients.jedis.exceptions.JedisConnectionException: Could not get a resource from the pool Connection pool exhausted Redis connection timeout
redis.clients.jedis.exceptions.JedisConnectionException: Could not get a resource from the poolConnection pool exhaustedRedis connection timeout

Common Causes

  1. Connections not returned to pool (not closed after use)
  2. Connection pool size too small for concurrent load
  3. Long-running operations holding connections
  4. Connection timeout not configured, dead connections not removed
  5. Blocking calls (BLPOP) holding connections indefinitely

How to Fix It

Use try-with-resources to ensure connections closed: try (Connection c = pool.getConnection()) { }. Increase pool size if needed. Configure connection timeout and idle timeout to clean up dead connections. Use connection monitoring: log pool size periodically. Avoid blocking operations that hold connections. Use Redis Cluster/Sentinel for failover.

Real developers can help you.

Matt Butler Matt Butler Software Engineer @ AWS Caio Rodrigues Caio Rodrigues I'm a full-stack developer focused on building practical and scalable web applications. My main experience is with **React, TypeScript, and modern frontend architectures**, where I prioritize clean code, component reusability, and maintainable project structures. I have strong experience working with **dynamic forms, state management (Redux / React Hook Form), and complex data-driven interfaces**. I enjoy solving real-world problems by turning ideas into reliable software that companies can actually use in their daily operations. Beyond coding, I care about **software quality and architecture**, following best practices for componentization, code organization, and performance optimization. I'm also comfortable working across the stack when needed, integrating APIs, handling business logic, and helping transform prototypes into production-ready systems. My goal is always to deliver solutions that are **simple, efficient, and genuinely useful for the people using them.** Stanislav Prigodich Stanislav Prigodich 15+ years building iOS and web apps at startups and enterprise companies. I want to use that experience to help builders ship real products - when something breaks, I'm here to fix it. Bastien Labelle Bastien Labelle Full stack dev w/ 20+ years of experience Kingsley Omage Kingsley Omage Fullstack software engineer passionate about AI Agents, blockchain, LLMs. Jaime Orts-Caroff Jaime Orts-Caroff I'm a Senior Android developer, open to work in various fields Simon A. Simon A. I'm a backend developer building APIs, emulators, and interactive game systems. Professionally, I've developed Java/Spring reporting solutions, managed relational and NoSQL databases, and implemented CI/CD workflows. Daniel Vázquez Daniel Vázquez Software Engineer with over 10 years of experience on Startups, Government, big tech industry & consulting. Tejas Chokhawala Tejas Chokhawala Full-stack engineer with 5 years experience building production web apps using React, Next.js and TypeScript. Focused on performance, clean architecture and shipping fast. Experienced with Supabase/Postgres backends, Stripe billing, and building AI-assisted developer tools. Richard McSorley Richard McSorley Full-Stack Software Engineer with 8+ years building high-performance applications for enterprise clients. Shipped production systems at Walmart (4,000+ stores), Cigna (20M+ users), and Arkansas Blue Cross. 5 patents in retail/supply chain tech. Currently focused on AI integrations, automation tools, and TypeScript-first architectures.

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Frequently Asked Questions

How to properly use Redis connections?

try (Jedis jedis = pool.getResource()) { jedis.set(...); } - try-with-resources auto-closes connection.

What pool size should be used?

Start with: max threads × 2. Monitor actual usage. Typical: 5-20 connections. Monitor metrics to right-size.

How to detect connection leaks?

Monitor pool: pool.getResource() count should stay constant. If climbs, connections not being returned.

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