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145963 articles · Page 7246 of 7299

Storm vs Spark: Which Real‑Time Analytics Platform Wins for Your Business?

The article compares Apache Storm and Apache Spark, examining their origins, architecture, language support, integration capabilities, and performance characteristics, and offers guidance on selecting the right platform for real‑time business intelligence based on specific workload and infrastructure needs.

Apache SparkApache StormBig Data
0 likes · 11 min read
Storm vs Spark: Which Real‑Time Analytics Platform Wins for Your Business?
Efficient Ops
Efficient Ops
Jun 18, 2015 · Cloud Computing

What Drives China Mobile’s Cloud Computing Strategy? Insights and Lessons

This article summarizes a China Mobile cloud computing talk covering the company’s vision for private and public clouds, core technologies such as lightweight virtualization, distributed scheduling and coordination, the evolution from “small cloud” to “big cloud”, practical reflections on implementation, and strategic recommendations for future development.

EPaaSPaaSVirtualization
0 likes · 18 min read
What Drives China Mobile’s Cloud Computing Strategy? Insights and Lessons
Suning Technology
Suning Technology
Jun 18, 2015 · Artificial Intelligence

How Suning Uses Naive Bayes for High‑Accuracy Product Classification

This article explains Suning's implementation of a Naive Bayes‑based product classification system, detailing its basic theory, formal definition, step‑by‑step training process, three implementation phases, evaluation results, and error analysis to improve classification accuracy.

AlgorithmNaive BayesSuning
0 likes · 6 min read
How Suning Uses Naive Bayes for High‑Accuracy Product Classification
Efficient Ops
Efficient Ops
Jun 17, 2015 · Cloud Native

Project Eru: Scaling a Custom Docker Orchestration Platform to 10k Nodes

Project Eru, a homegrown Docker‑based orchestration system developed at Mango TV, replaces earlier PaaS attempts with a stateless, scalable core and agent architecture, leveraging Redis clusters, MacVLAN networking, and fine‑grained CPU allocation to achieve rapid, automated scaling across thousands of containers.

Container OrchestrationMacvlanRedis
0 likes · 22 min read
Project Eru: Scaling a Custom Docker Orchestration Platform to 10k Nodes
MaGe Linux Operations
MaGe Linux Operations
Jun 17, 2015 · Backend Development

Generating Millions of HTTP Requests per Second: Tsung, JMeter, and More

This article explains how to achieve ultra‑high HTTP request rates by using load‑generating tools such as Apache Bench, httperf, JMeter and Tsung, discusses Linux socket limits, provides step‑by‑step installation and configuration examples for Tsung on CentOS, and shows how to run tests and interpret the results for building a high‑performance web cluster.

HTTPJMeterLinux
0 likes · 13 min read
Generating Millions of HTTP Requests per Second: Tsung, JMeter, and More

Social Network Analysis on Weibo: Label Propagation, User Similarity, Community Detection, Influence Ranking, and Spam User Identification

This article introduces a series of algorithms for analyzing the Weibo social network, including label propagation, LDA‑based user similarity, time‑aware and interaction‑aware similarity measures, community detection, influence ranking via PageRank variants, and methods for identifying spam users, illustrating how these techniques can be applied to large‑scale social media data.

Big DataSocial Network Analysisinfluence ranking
0 likes · 19 min read
Social Network Analysis on Weibo: Label Propagation, User Similarity, Community Detection, Influence Ranking, and Spam User Identification
Qunar Tech Salon
Qunar Tech Salon
Jun 16, 2015 · Fundamentals

Git Version Control: Concepts, Commands, and Workflows

This article provides a comprehensive introduction to Git version control, covering its core concepts, key features, essential commands, various workflows such as Centralized, Feature Branch, Gitflow, and Forking, and practical tips for collaboration and history management.

GitWorkflowsbranching
0 likes · 10 min read
Git Version Control: Concepts, Commands, and Workflows
MaGe Linux Operations
MaGe Linux Operations
Jun 16, 2015 · Operations

Inside Dianping’s Ops: Building Scalable Monitoring, Automation, and Self‑Service Platforms

This article details how Dianping’s sub‑40‑person operations team structures its groups, designs a dual‑datacenter architecture, and creates comprehensive monitoring, automation, configuration, and analysis systems—including Zabbix, Cat, workflow, Button, and a custom radar platform—to achieve high‑availability, self‑service, and continuous improvement.

AutomationDevOpsInfrastructure
0 likes · 18 min read
Inside Dianping’s Ops: Building Scalable Monitoring, Automation, and Self‑Service Platforms
Suning Technology
Suning Technology
Jun 16, 2015 · Artificial Intelligence

How Suning Leverages Query Logs to Auto‑Discover Product Synonyms

Suning’s search team automatically extracts domain‑specific synonym pairs from massive query‑click logs using candidate extraction, multi‑feature similarity calculations, and Apriori pattern mining, dramatically improving e‑commerce search recall and user experience.

Search Optimizationdata mininge-commerce
0 likes · 6 min read
How Suning Leverages Query Logs to Auto‑Discover Product Synonyms

Weibo's Multi-Active Deployment: Practices, Challenges, and Solutions

The article details Weibo's evolution toward multi‑active cross‑datacenter deployment, describing initial motivations, early synchronization attempts, the eventual MCQ‑based messaging solution, operational challenges such as latency and data consistency, and best‑practice recommendations for large‑scale distributed systems.

Cross-DataCenterMulti-ActiveOperations
0 likes · 14 min read
Weibo's Multi-Active Deployment: Practices, Challenges, and Solutions