stateful services

Sanyou's Java Diary

Nov 25, 2024 · Cloud Native

Designing Resilient Stateful Distributed Systems: From Theory to Microservice Architecture

This article explores the fundamentals of distributed systems, compares stateful and stateless services, examines monolithic, SOA, and microservice models, and provides practical guidance on access layers, fault tolerance, service discovery, scaling, and data storage for building robust cloud‑native architectures.

cloud nativedistributed systemsfault tolerance

0 likes · 29 min read

Designing Resilient Stateful Distributed Systems: From Theory to Microservice Architecture

Kuaishou Tech

Oct 31, 2024 · Cloud Native

Stateful Service Cloud‑Native Practices: Kuaishou’s Redis on Kubernetes

This article examines the challenges and benefits of running stateful services such as Redis on Kubernetes, presents Kuaishou’s practical experience with cloud‑native migration, evaluates risks and performance impacts, and details the custom workloads, operators, federation and KubeBlocks solutions that enable large‑scale, reliable stateful service orchestration.

FederationKubeBlocksKubernetes

0 likes · 12 min read

Stateful Service Cloud‑Native Practices: Kuaishou’s Redis on Kubernetes

macrozheng

Sep 6, 2024 · Backend Development

Why Game Servers Avoid Microservices: Real‑Time Performance Challenges

The article explains why many game server architectures resist adopting microservices, highlighting the critical need for ultra‑low latency, stateful communication, and high‑performance networking that microservice overhead and stateless designs can jeopardize.

backend architecturegame servermicroservices

0 likes · 10 min read

Why Game Servers Avoid Microservices: Real‑Time Performance Challenges

Tencent Cloud Developer

Jun 7, 2024 · Cloud Native

Multi-AZ High‑Availability Architecture of Tencent Cloud TDMQ for Apache Pulsar

Tencent Cloud TDMQ for Apache Pulsar achieves multi‑AZ high availability by containerizing ZooKeeper, BookKeeper and Brokers, using managed ZK, persistent cloud disks and elastic NICs, enforcing quorum and rack‑aware replicas, and planning cross‑region bidirectional replication to ensure seamless disaster recovery and continuous messaging.

High AvailabilityPulsarTDMQ

0 likes · 15 min read

Multi-AZ High‑Availability Architecture of Tencent Cloud TDMQ for Apache Pulsar

DataFunSummit

Mar 8, 2022 · Cloud Native

Design and Implementation of Cloud‑Native High‑Availability Solutions for Data Components at eBay

eBay’s data infrastructure engineers describe how they design and implement cloud‑native, multi‑cluster high‑availability architectures for stateful data components—covering background challenges, federated Kubernetes management, state handling, fault‑tolerance, backup, and chaos testing—to ensure reliable, scalable data services across global data centers.

High AvailabilityKubernetescloud native

0 likes · 16 min read

Design and Implementation of Cloud‑Native High‑Availability Solutions for Data Components at eBay

Sohu Tech Products

Jun 23, 2021 · Cloud Native

Containerizing Stateful Services on Kubernetes: Challenges, Solutions, and Best Practices

This article examines the difficulties of running stateful services such as Redis, etcd, and MySQL on Kubernetes and presents practical solutions—including workload selection, CRD/operator extensions, scheduling strategies, high‑availability mechanisms, performance‑optimized networking and storage, and chaos‑engineering validation—to achieve reliable, high‑performance containerized deployments.

CRDHigh AvailabilityKubernetes

0 likes · 32 min read

Containerizing Stateful Services on Kubernetes: Challenges, Solutions, and Best Practices

Architecture Digest

Nov 22, 2020 · Operations

Stateful Services and High‑Availability Solutions: From Cold Backup to Multi‑Region Active‑Active

This article examines stateful backend services and various high‑availability strategies—including cold backup, active/standby hot backup, same‑city active‑active, cross‑region active‑active, and multi‑active architectures—detailing their advantages, limitations, and practical implementation considerations, and includes real‑world examples from major e‑commerce platforms.

High Availabilityactive standbycold backup

0 likes · 14 min read

Stateful Services and High‑Availability Solutions: From Cold Backup to Multi‑Region Active‑Active