Posts

Showing posts from June, 2024

Exploring the World of NoSQL Databases

Image
Traditionally, relational database management systems (RDBMS) is the go-to choice. These database, like MySQL and PostgreSQL, has the ability to organize data into tables with predefined schemas, making them ideal for structured data and complex queries. However, with the increasing demand for more flexible and scalable data solutions, Non-Relational databases, also known as NoSQL databases, have gained significant popularity. Examples of NoSQL databases include Amazon DynamoDB, Firestore, MongoDB and CouchDB. NoSQL databases are designed to handle unstructured data, which is very useful when: Your application requires super-low latency. Your data is unstructured, or you do not have any relational data. You only need to serialize and deserialize data (e.g., JSON, XML, YAML). You need to store a massive amount of data despite some relational database can handle big data. NoSQL databases are grouped into four main categories, each serving different use cases: Key-Value Stores: These data...

Understanding Scaling Systems: Vertical vs Horizontal Scaling

Image
In the realm of IT infrastructure management, choosing the right scaling strategy is crucial for ensuring the performance, reliability, and scalability of your applications. Two primary approaches to scaling—vertical and horizontal—offer distinct advantages and considerations based on your specific needs and operational constraints. Here’s a detailed look at both strategies to help you understand which might be best for your needs. Vertical Scaling Vertical scaling, often referred to as "scale up," involves increasing the capacity of a single server by adding more power, such as CPU and RAM. This approach is: Ideal for Low Traffic: Vertical scaling is effective for applications with modest traffic demands where increasing the resources of a single server is sufficient. For example, a small business running an e-commerce website might start with vertical scaling. Initially, they may use a single server and upgrade its CPU and RAM as their traffic grows. This can handle the in...