Understanding Lambda Architecture

Introduction: What is Lambda Architecture? Lambda Architecture is a data-processing architecture designed to handle massive quantities of data by taking advantage of both batch processing and real-time data streaming. It is designed to solve the problem of processing large datasets efficiently while providing low-latency access to real-time data. The architecture’s core is its division into three layers: the batch layer, the speed lay…Read More

Key differences between Kafka and AMQP

The Kafka and AMQP (Advanced Message Queuing Protocol) protocols are widely used in messaging systems, but they differ significantly in their design goals, architecture, and usage patterns. Here are the key differences: Purpose and Design Philosophy Aspect Kafka AMQP Purpose Distributed event streaming platform designed for high-throughput, real-time data pipelines. General-purpose message queuing protocol designed for interoperability and reli…Read More