Machine Learning Fundamentals — Cluster Visualization

In the previous section, we covered the fundamentals of clustering theory to establish a solid theoretical foundation. Today’s focus is on exploring visualization techniques for data analysis. We've previously encountered visualization methods in regression analysis, and now we'll shift our attention to cluster analysis visualization. We’ll exp ...

Posted on Sat, 20 Jun 2026 17:08:24 +0000 by SheetWise

Setting Up a RabbitMQ Mirror Cluster with Docker

To establish a RabbitMQ mirror cluster, it is essential to first configure a standard RabbitMQ cluster. In a standard cluster setup, metadata such as exchanges, bindings, and queues are replicated across all nodes in the cluster. However, the actual contents of a queue reside only on its designated node. Clients can connect to any node in the c ...

Posted on Mon, 18 May 2026 18:49:05 +0000 by gateway69

Implementing and Applying K‑Means Clustering

Manual Clustering with Playing Cards Draw 30 cards randomly and select three initial cluster centers with face values 10, 4, and 2. Assign the remaining cards to the nearest center based on absolute difference. Compute the means of the three groups; suppose they become 11, 5, and 2. Use these new centers to reassign the cards, then recompute th ...

Posted on Sun, 17 May 2026 17:09:34 +0000 by keevitaja

Setting Up an Nginx Reverse Proxy Load Balancing Cluster on CentOS 7

Three CentOS 7 virtual machines are used to build a basic Nginx reverse proxy load balancing cluster: 192.168.2.76: Nginx load balancer 192.168.2.82: Web server (web01) 192.168.2.78: Web server (web02) Install Nginx on All Nodes Install required dependencies: yum -y install openssl openssl-devel pcre pcre-devel gcc wget Create the installati ...

Posted on Sun, 10 May 2026 00:00:43 +0000 by Grim...

Comprehensive Guide to EMQX MQTT Broker FAQs and Troubleshooting

Scalability and Topic Limits EMQX does not impose a hard limit on the number of topics. You can scale topics as needed with minimal impact on performance, provided the system has sufficient memory and CPU resources. Data Storage in Open Source vs. Enterprise The Open Source version of EMQX does not include built-in data persistence features. To ...

Posted on Sat, 09 May 2026 17:57:26 +0000 by phpnewbie112

Deploying a Distributed TDengine 3.3.6 Cluster with Docker Swarm

System Architecture and Topology This deployment utilizes Docker Swarm to orchestrate a highly available TDengine 3.3.6 cluster. The infrastructure consists of three physical or virtual nodes designated as server-node1, server-node2, and server-node3. The IP addressing scheme for this setup assumes a 10.0.0.x subnet. Swarm Role Assignment Swa ...

Posted on Thu, 07 May 2026 22:12:29 +0000 by vikramjeet.singla