article thumbnail

A Dive into the Basics of Big Data Storage with HDFS

Analytics Vidhya

Introduction HDFS (Hadoop Distributed File System) is not a traditional database but a distributed file system designed to store and process big data. It is a core component of the Apache Hadoop ecosystem and allows for storing and processing large datasets across multiple commodity servers.

article thumbnail

What Are the Best Data Modeling Methodologies & Processes for My Data Lake?

phData: Data Engineering

Data lakes have emerged as a popular solution, offering the flexibility to store and analyze diverse data types in their raw format. However, to fully harness the potential of a data lake, effective data modeling methodologies and processes are crucial. Consistency of data throughout the data lake.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

On-Premise vs Cloud: Where Does the Future of Data Storage Lie?

Monte Carlo

Well, that’s because you’re using modern tooling, but with legacy thinking and processes. And while this analogy isn’t a perfect encapsulation of how some data teams operate after moving from on-premises to a modern data stack, it’s close. There are on-premise based tools designed to help accelerate and manage this process.

article thumbnail

Big Data Technologies that Everyone Should Know in 2024

Knowledge Hut

Big data is a term that refers to the massive volume of data that organizations generate every day. In the past, this data was too large and complex for traditional data processing tools to handle. There are a variety of big data processing technologies available, including Apache Hadoop, Apache Spark, and MongoDB.

article thumbnail

The Good and the Bad of Apache Spark Big Data Processing

AltexSoft

These seemingly unrelated terms unite within the sphere of big data, representing a processing engine that is both enduring and powerfully effective — Apache Spark. Maintained by the Apache Software Foundation, Apache Spark is an open-source, unified engine designed for large-scale data analytics. Apache Spark components.

article thumbnail

The Future of SQL: Databases Meet Stream Processing

Knowledge Hut

The future of SQL (Structured Query Language) is a scalding subject among professionals in the data-driven world. As data generation continues to skyrocket, the demand for real-time decision-making, data processing, and analysis increases. It is also integrable with other programming languages like Python and R.

article thumbnail

Top Data Science Jobs for Freshers You Should Know

Knowledge Hut

Using advanced analytical tools, a data scientist interprets data and presents it in meaningful information. For more information, check out the best Data Science certification. A data scientist’s job description focuses on the following – Automating the collection process and identifying the valuable data.