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Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Jan 16, 2025 · Cloud Native

Xiaohongshu Large-Scale Cloud-Native Mixed Deployment and Elasticity Practices

Xiaohongshu’s cloud‑native team transformed its over‑90% containerized services by introducing resource‑pooled mixed deployment, fine‑grained unified scheduling, and an elastic container pool with global HPA and cluster autoscaling—driving 35% of resources to mixed use, tens of millions of daily core‑hours, and roughly 30% cost savings while preparing for hybrid‑cloud expansion and FinOps.

ContainerizationOperating SystemResource Scheduling
0 likes · 7 min read
Xiaohongshu Large-Scale Cloud-Native Mixed Deployment and Elasticity Practices
DataFunTalk
DataFunTalk
Aug 5, 2023 · Big Data

Apache Celeborn (Incubating): Design, Performance, Stability, and Elasticity of a Remote Shuffle Service

This article reviews the limitations of traditional Spark shuffle, introduces Apache Celeborn (Incubating) as a remote shuffle service, and details its design for performance, stability, and elasticity, including push shuffle, partition splitting, columnar shuffle, multi‑layer storage, congestion control, and real‑world evaluation.

Apache SparkBig DataCeleborn
0 likes · 19 min read
Apache Celeborn (Incubating): Design, Performance, Stability, and Elasticity of a Remote Shuffle Service
High Availability Architecture
High Availability Architecture
Apr 10, 2023 · Cloud Computing

Serverless Architecture for Homework Photo Processing at Hangzhou Mingshitang Using Alibaba Cloud Function Compute

This case study describes how Hangzhou Mingshitang transformed its homework photo evaluation system from a Kubernetes‑based solution to an Alibaba Cloud Function Compute serverless architecture, achieving higher elasticity, lower latency, and reduced costs while handling peak traffic of over one million daily images.

Education TechnologyFunction ComputeKafka
0 likes · 11 min read
Serverless Architecture for Homework Photo Processing at Hangzhou Mingshitang Using Alibaba Cloud Function Compute
vivo Internet Technology
vivo Internet Technology
Dec 7, 2022 · Databases

vivo's Database Operations Platform: Challenges and Solutions in the Cloud-Native Era

Vivo’s Database‑as‑a‑Service platform tackles cloud‑native challenges by automating massive instance management with self‑service work orders and self‑healing, enabling elastic scaling through mixed‑deployment and multi‑threaded Redis tools, optimizing costs via automatic package shrinkage, and safeguarding personal data with full‑chain encryption, while outlining a roadmap toward AI‑driven fault handling, container‑based resources, and advanced privacy governance.

DaaSDatabaseEncryption
0 likes · 14 min read
vivo's Database Operations Platform: Challenges and Solutions in the Cloud-Native Era
360 Smart Cloud
360 Smart Cloud
Jul 14, 2022 · Cloud Computing

Auto Scaling (AS) in Cloud Services: Architecture, Use Cases, and Optimization Strategies

This article explains the concept of elastic auto scaling in cloud services, describes typical scenarios such as high‑elastic web apps and compute‑intensive workloads, details the four‑layer architecture and workflow, and outlines functional features, stability improvements, and future optimization directions.

High AvailabilityLoad Balancingauto scaling
0 likes · 12 min read
Auto Scaling (AS) in Cloud Services: Architecture, Use Cases, and Optimization Strategies
IT Architects Alliance
IT Architects Alliance
Nov 23, 2021 · Backend Development

Design and Architecture of a Cloud Shopping Cart System

The article explains the functional purpose, early evolution, layered and clustered design, distributed technical architecture, caching, asynchronous checks, heterogeneous storage, payment solutions, and anti‑bot measures of a cloud‑based shopping cart, highlighting stability, performance, elasticity, and fault‑tolerance.

backendcachingdistributed systems
0 likes · 6 min read
Design and Architecture of a Cloud Shopping Cart System
Top Architect
Top Architect
Oct 25, 2021 · Cloud Computing

Hybrid Cloud Architecture: Definitions, Types, Characteristics, and Design Goals

The article explains hybrid cloud architecture, defining it as interconnected IT infrastructures across multiple clouds, outlines its various forms—including public‑public, private‑private, public‑private, and public‑traditional IT—compares it with multi‑cloud, and discusses key characteristics such as elasticity, extensibility, security, and the five‑fold design goals for modern cloud deployments.

Multi-Cloudarchitecturecloud computing
0 likes · 17 min read
Hybrid Cloud Architecture: Definitions, Types, Characteristics, and Design Goals
Architecture Digest
Architecture Digest
Jul 14, 2021 · Cloud Computing

Design and Architecture of a Cloud Shopping Cart System

The article explains the purpose, layered and cluster designs, distributed technical architecture, caching strategies, asynchronous checks, storage heterogeneity, payment solutions, and anti‑scalper mechanisms of a cloud‑based shopping cart, highlighting stability, high performance, elasticity, and fault‑tolerance requirements.

architecturebackendcloud
0 likes · 4 min read
Design and Architecture of a Cloud Shopping Cart System
Efficient Ops
Efficient Ops
Jun 29, 2021 · Cloud Computing

What Is Cloud Computing? A Visual Journey from ENIAC to Modern Cloud

This article traces the evolution of cloud computing from the first computer ENIAC through the rise of networks, servers, and data centers, explains how Amazon and Google pioneered the term, and highlights its three core features—resource pooling, elastic scalability, and reliable security—showing why it’s reshaping IT today.

IT TransformationVirtualizationcloud computing
0 likes · 6 min read
What Is Cloud Computing? A Visual Journey from ENIAC to Modern Cloud
IT Architects Alliance
IT Architects Alliance
Mar 21, 2021 · Cloud Computing

Cloud Computing Reference Architecture and Design Considerations

The article presents a comprehensive cloud computing reference architecture, illustrating private and hybrid cloud designs, discussing platform choices, storage solutions, scalability, elasticity, and key considerations such as availability, manageability, and feasibility for building robust, cost‑effective systems.

architecturecloud computingelasticity
0 likes · 6 min read
Cloud Computing Reference Architecture and Design Considerations
DevOps Cloud Academy
DevOps Cloud Academy
Mar 1, 2021 · Cloud Computing

Why Moving to the Cloud Is Not Just a Simple Lift‑and‑Shift: Lessons on Elasticity, Stateless Design, and Architecture

The article explains that migrating legacy monolithic systems to the cloud is far from a simple lift‑and‑shift, highlighting the pitfalls of inflexible on‑premise infrastructure, the importance of horizontal scaling, stateless application design, micro‑service decomposition, and asynchronous communication to fully leverage cloud elasticity and cost efficiency.

Statelessarchitectureasynchronous
0 likes · 11 min read
Why Moving to the Cloud Is Not Just a Simple Lift‑and‑Shift: Lessons on Elasticity, Stateless Design, and Architecture
Tencent Tech
Tencent Tech
Dec 23, 2019 · Cloud Computing

How Tencent Scaled to Over 1 Million Servers and Cut Costs by 30%

Tencent’s 2019 infrastructure breakthrough revealed a million‑plus servers, 100 Tbps network bandwidth, modular data centers, self‑developed hardware and software innovations that together slashed total cost of ownership by 30%, boosted efficiency, and pushed cloud elasticity to new heights.

Tencentcloud computingdata center
0 likes · 8 min read
How Tencent Scaled to Over 1 Million Servers and Cut Costs by 30%