Remove Data Storage Remove Process Remove Utilities
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. What is a Data Lake?

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. How is SQL Being Utilized? billion in 2022 to $154.6

Insiders

Sign Up for our Newsletter

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

article thumbnail

Tableau Prep Builder: Streamline Your Data Preparation Process

Edureka

Proper data pre-processing and data cleaning in data analysis constitute the starting point and foundation for effective decision-making, though it can be the most tiresome phase. simultaneously making raw data efficient to form insights. What is Tableau Prep ?

article thumbnail

A Guide to Data Pipelines (And How to Design One From Scratch)

Striim

With data volumes and sources rapidly increasing, optimizing how you collect, transform, and extract data is more crucial to stay competitive. That’s where real-time data, and stream processing can help. We’ll answer the question, “What are data pipelines?” Table of Contents What are Data Pipelines?

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. What is Apache Spark?

article thumbnail

Building Meta’s GenAI Infrastructure

Engineering at Meta

Storage Storage plays an important role in AI training, and yet is one of the least talked-about aspects. As the GenAI training jobs become more multimodal over time, consuming large amounts of image, video, and text data, the need for data storage grows rapidly.

Building 145
article thumbnail

Why Open Table Format Architecture is Essential for Modern Data Systems

phData: Data Engineering

Though basic and easy to use, traditional table storage formats struggle to keep up. Open Table Format (OTF) architecture now provides a solution for efficient data storage, management, and processing while ensuring compatibility across different platforms. Why should we use it? What is an Open Table Format?