Data & ML Engineering Archive

Protobuf Vs Thrift: What’s the Difference?

In this blog post we’ll explore protobuf vs Apache thrift in depth by comparing their structures, performance, and use cases. Get ready to dive deep into the fascinating world of data serialization formats. Overview of Protocol Buffers and Apache Thrift Protocol Buffers (protobuf) and Apache Thrift are two popular data serialization formats used for

Protobuf Vs. Messagepack: What’s The Difference?

When considering data serialization formats, two popular choices are Protocol Buffers (protobuf) and MessagePack. In this article, we’ll analyze protobuf vs messagepack in terms of structure, performance, usage scenarios, and security considerations to help you decide which format is most suitable for your project requirements. So let’s dive into the details of these two

What is JSON Serialization

JSON serialization is a crucial part of modern web development. It is the process of converting data objects from one format to another, where the resulting format is JSON (JavaScript Object Notation). This enables easy sharing and transfer of data between different systems, programming languages, and platforms. In this article, we will discuss what

Head to Head: Protobuf vs. Flatbuffers – Which Serialization Technology Reigns Supreme?

Two popular serialization technologies used in the industry are Protobuf and Flatbuffers. They are both efficient, lightweight and widely used in various applications. In this post we will compare protobuf vs flatbuffers in terms of structure, performance and use cases. We’ll take a deep dive into both formats to explore their unique features as

XML Serialization: What it is and How it Works

XML Serialization is the process of converting an object into a format that can be stored or transmitted in XML. It is an essential step in modern programming, enabling applications to exchange data with other systems, store configuration settings, and access web services using standard formats. Serialization is a means of converting objects into

What is Data Serialization: An Introduction

In simple terms, data serialization is the process of converting complex data structures into a format that can be easily transferred and reconstructed on another platform. It is a fundamental concept in computer programming that allows for efficient data storage and transmission between different systems. This article aims to explain data serialization, its importance

Understanding Binary Serialization for Programmers

Binary serialization is the process of converting an object’s state into a binary format, which can be stored in files or transmitted over networks. This process includes writing the object’s state to memory as a sequence of bytes so that it may later be retrieved and deserialized back into its original form. The serialized

Avro Vs CSV: Which Data Serialization Format Is Right For You?

Avro vs. CSV – two data serialization formats used to store and transmit data. But which one should you use? This blog post takes a look at the distinctions between Avro and CSV with respect to architecture, execution, and applications and gives advice for when each format is most suitable. Table of Contents: Structure