Big Data and Microservices
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Big Data and Microservices

Focused on big data architecture, AI applications, and cloud‑native microservice practices, we dissect the business logic and implementation paths behind cutting‑edge technologies. No obscure theory—only battle‑tested methodologies: from data platform construction to AI engineering deployment, and from distributed system design to enterprise digital transformation.

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Latest from Big Data and Microservices

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Big Data and Microservices
Big Data and Microservices
May 5, 2016 · Information Security

Essential Linux Security Audit Checklist: 11 Steps to Detect Compromise

This guide walks you through eleven systematic Linux security checks—including account inspection, log review, process analysis, file integrity, RPM verification, network monitoring, scheduled tasks, backdoor detection, kernel modules, services, and rootkit scans—to help identify potential system compromises.

LinuxRootkitSecurity
0 likes · 6 min read
Essential Linux Security Audit Checklist: 11 Steps to Detect Compromise
Big Data and Microservices
Big Data and Microservices
Apr 21, 2016 · Information Security

How Can Banks Secure Big Data? Key Strategies for Protecting Customer Information

In the era of big data, banks face unprecedented information security challenges due to massive, valuable, and highly damaging data breaches, and must adopt encryption, flexible access control, rigorous auditing, DLP solutions, strict data management, and robust outsourcing controls to safeguard customer information.

Big DataDLPaccess-control
0 likes · 10 min read
How Can Banks Secure Big Data? Key Strategies for Protecting Customer Information
Big Data and Microservices
Big Data and Microservices
Apr 20, 2016 · Operations

How to Build an Effective IT Operations Service System: Principles, Architecture & Best Practices

This article outlines the fundamental principles, overall architecture, scope, and detailed components of an IT operations service system, covering policies, processes, organizational structure, platform tools, and management workflows such as incident, problem, change, and configuration management.

Configuration ManagementIT OperationsPlatform Integration
0 likes · 19 min read
How to Build an Effective IT Operations Service System: Principles, Architecture & Best Practices
Big Data and Microservices
Big Data and Microservices
Apr 19, 2016 · Industry Insights

Designing a Scalable Real‑Time Stock Prediction Architecture with Open‑Source Tools

This article outlines a reference architecture for a low‑latency, horizontally scalable real‑time stock prediction system built with open‑source components such as Spring Cloud Data Flow, Apache Geode, Spark MLlib, and Hadoop, and discusses data flow steps, simplified deployment, and algorithm choices for market forecasting.

Big DataStock Predictionmachine learning
0 likes · 7 min read
Designing a Scalable Real‑Time Stock Prediction Architecture with Open‑Source Tools
Big Data and Microservices
Big Data and Microservices
Apr 18, 2016 · Operations

Designing a Unified IT Operations Monitoring Indicator System for Banks

The article presents a comprehensive, business‑oriented IT operations monitoring framework for banks, detailing its lifecycle relevance, regulatory drivers, hierarchical AHP‑based design, indicator categories, weighting methods, SMART evaluation, and practical implementation steps to enhance risk control and service quality.

AHPIT OperationsITIL
0 likes · 12 min read
Designing a Unified IT Operations Monitoring Indicator System for Banks
Big Data and Microservices
Big Data and Microservices
Apr 14, 2016 · Industry Insights

Inside Twitter’s Scalable Architecture: Following, Caching, and Queues Explained

The article breaks down Twitter’s core business of following and being followed, explains its three‑tier presentation‑logic‑data architecture, details cache strategies, message‑queue isolation, and the push‑pull trade‑offs, illustrating how these components work together to achieve high‑performance, fault‑tolerant service at massive scale.

ArchitectureCachingMessage Queue
0 likes · 11 min read
Inside Twitter’s Scalable Architecture: Following, Caching, and Queues Explained
Big Data and Microservices
Big Data and Microservices
Apr 12, 2016 · Backend Development

WeChat’s Backend Journey: From Zero to Billions with Scalable Architecture

This article chronicles how WeChat’s backend evolved from a simple messaging prototype to a globally distributed, multi‑data‑center system, detailing its message model, unified sync protocol, three‑layer architecture, platformization, disaster‑recovery design, performance tuning, and emerging resource‑scheduling challenges.

Scalable SystemsWeChatbackend architecture
0 likes · 30 min read
WeChat’s Backend Journey: From Zero to Billions with Scalable Architecture
Big Data and Microservices
Big Data and Microservices
Apr 10, 2016 · Industry Insights

How Meituan Scaled Its Tech Architecture from LAMP to a Cloud‑Native O2O Platform

In this interview, Meituan’s technology committee chair Xia Huaxia explains how the company’s architecture evolved from a simple LAMP stack to a multi‑layer, cloud‑native system, detailing the separation of infrastructure, business, and front‑end components, the use of open‑source tools, and the systematic simplification, standardization, automation, and quantification of business processes to support rapid O2O growth.

Cloud NativeMeituanO2O
0 likes · 28 min read
How Meituan Scaled Its Tech Architecture from LAMP to a Cloud‑Native O2O Platform
Big Data and Microservices
Big Data and Microservices
Apr 8, 2016 · Industry Insights

How VIPshop Evolved Its E‑Commerce Architecture from Monolith to Service‑Oriented Platform

This article examines VIPshop’s business model evolution and the technical transformation of its e‑commerce platform, detailing the shift from a single‑application LAMP monolith through vertical and distributed architectures to a cloud‑native, service‑oriented design, and outlines the key governance, scalability and operational challenges addressed along the way.

Cloud NativeE-commerceEnterprise Architecture
0 likes · 14 min read
How VIPshop Evolved Its E‑Commerce Architecture from Monolith to Service‑Oriented Platform