Fading Coder

One Final Commit for the Last Sprint

Understanding K-Means Clustering: Algorithm and Implementation

Introduction to Clustering Unsupervised learning encompasses algorithms that work with unlabeled training data, attempting to uncover hidden patterns and structures within datasets. Unlike supervised learning, where explicit labels guide the learning process, unsupervised methods derive insights sol...

Understanding Redis Cluster: Architecture, Data Partitioning, and High Availability

Distributed Database Fundamentals Distributed databases address three critical requirements: Scalability: When data volume or read/write load exceeds a single machine's capacity, load must be distributed across multiple nodes. This horizontal scaling approach handles increased demand by adding more...

Deploying a Highly Available Consul Cluster Using Docker

Establishing a Dedicated Container Network docker network create consul-net Fetching the Consul Image docker pull consul:latest Initializing the Primary Server Node docker run -d \ --name=leader-node \ --hostname=leader-node \ --network=consul-net \ consul:latest agent -server -bootstrap-expect=3 -d...