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Architecture Digest
Architecture Digest
Nov 10, 2019 · Backend Development

Redesigning Twemproxy with Nginx Multi‑Process Architecture for High‑Performance Caching

This article analyzes the limitations of native Twemproxy, describes how Nginx's master‑worker multi‑process model and related Linux kernel features were integrated to create a high‑performance, highly available cache proxy, and presents extensive online and benchmark results showing significant latency and QPS improvements.

Multi-processNginxTwemproxy
0 likes · 17 min read
Redesigning Twemproxy with Nginx Multi‑Process Architecture for High‑Performance Caching
Didi Tech
Didi Tech
Jan 15, 2019 · Operations

Design and Performance Optimization of Twemproxy Using Nginx Multi‑Process Architecture

The project re‑engineers Twemproxy by adopting Nginx’s master‑worker multi‑process model, adding non‑blocking accept locks, reuseport load balancing, CPU affinity and crash isolation, which transforms the single‑threaded proxy into a scalable, low‑latency, high‑QPS solution suitable for public‑cloud high‑concurrency workloads.

Cache ProxyMulti-processNginx
0 likes · 18 min read
Design and Performance Optimization of Twemproxy Using Nginx Multi‑Process Architecture
High Availability Architecture
High Availability Architecture
Oct 10, 2018 · Databases

Design and Implementation of a High‑Availability Twemproxy‑Based Redis/Memcached PaaS at Meitu

The article details Meitu's adaptation of Twitter's twemproxy into a multi‑process, hot‑reloading, high‑availability Redis/Memcached proxy, describing its architecture, custom features, performance testing, remaining challenges, and open‑source resources for other engineering teams.

High AvailabilityMemcachedMulti-process
0 likes · 16 min read
Design and Implementation of a High‑Availability Twemproxy‑Based Redis/Memcached PaaS at Meitu
High Availability Architecture
High Availability Architecture
Sep 18, 2018 · Backend Development

Design and Operation of Zhihu's Redis Platform: Architecture, High Availability, and Scaling

The article details Zhihu's internally built Redis platform, covering its architecture, instance types, high‑availability mechanisms, migration from client‑side sharding to Twemproxy, deployment on Kubernetes, scaling strategies, monitoring tools, and future upgrades, providing valuable insights for backend engineers.

High AvailabilityRedisTwemproxy
0 likes · 23 min read
Design and Operation of Zhihu's Redis Platform: Architecture, High Availability, and Scaling
37 Interactive Technology Team
37 Interactive Technology Team
Jul 28, 2017 · Databases

Case Study: Scaling Redis with Twemproxy and Optimizing Connection Pools

The team rescued a crashing Redis cache handling 100K‑120K QPS by shrinking Nginx Lua timeouts, trimming connection pools, adding four Redis nodes behind Twemproxy, and splitting keys to raise cardinality, which eliminated connection spikes, balanced shard load, and restored stable performance.

Connection PoolRedisTwemproxy
0 likes · 10 min read
Case Study: Scaling Redis with Twemproxy and Optimizing Connection Pools
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Jun 21, 2016 · Databases

Redis Cache Cluster Solutions: Dynomite, Twemproxy, and Codis

This article reviews three open‑source Redis cache clustering approaches—Netflix's Dynomite, Twitter's Twemproxy, and Wandoujia's Codis—explaining their architectures, advantages, licensing, and suitability for production environments as alternatives to the native Redis cluster feature.

CacheCodisDynomite
0 likes · 5 min read
Redis Cache Cluster Solutions: Dynomite, Twemproxy, and Codis
Efficient Ops
Efficient Ops
Feb 2, 2016 · Databases

Why Codis Outperforms Twemproxy: A Deep Dive into Redis Cluster Solutions

This article examines Redis clustering techniques, compares client‑side sharding, proxy sharding, and Redis Cluster, critiques Twemproxy's limitations, and presents Codis's architecture, performance benchmarks, and practical tips for seamless migration and high‑availability in modern operations.

CodisDatabase ClusteringPerformance Benchmark
0 likes · 11 min read
Why Codis Outperforms Twemproxy: A Deep Dive into Redis Cluster Solutions
Architect
Architect
Dec 13, 2015 · Databases

Redis Partitioning: How to Store Data Across Multiple Redis Instances

This article explains the concept, benefits, methods, and practical considerations of partitioning data across multiple Redis instances, covering range and hash partitioning, consistent hashing, implementation options, drawbacks, and recommended tools such as Redis Cluster and Twemproxy.

Database ScalingRedisRedis Cluster
0 likes · 11 min read
Redis Partitioning: How to Store Data Across Multiple Redis Instances
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Jun 25, 2015 · Databases

Redis Cache Cluster Solutions: Dynomite, Twemproxy, and Codis

Due to the memory limits of single Redis servers, many companies adopt proxy‑based Redis clustering solutions such as Netflix’s Dynomite, Twitter’s Twemproxy, and the open‑source Codis from Wandoujia, which provide distributed caching, cross‑data‑center replication, and improved performance and availability.

Cache ClusterCodisDynomite
0 likes · 4 min read
Redis Cache Cluster Solutions: Dynomite, Twemproxy, and Codis