Big Data Resources

Streaming Data Joins: A Deep Dive Into Real-Time Data Enrichment

Unravel the complexities of streaming data joins in this guide covering key concepts, design, and best practices for optimal real-time data enrichment.

August 5, 2024

by Preet Shah

· 4,253 Views · 4 Likes

Upgrading Spark Pipelines Code: A Comprehensive Guide

Discuss the strategic importance of Spark code upgrades and explore an introduction to a powerful toolkit designed to streamline this process: Scalafix.

August 5, 2024

by Suri Nuthalapati

CORE

· 25,054 Views · 1 Like

Industrial IoT: Exploring Microcontrollers for Robust Applications

Let's explore the features, applications, and top choices for microcontrollers in industrial IoT, achieving reliability, efficiency, and security in harsh environments.

August 2, 2024

by Carsten Rhod Gregersen

· 4,932 Views · 1 Like

Criticality in Data Stream Processing and a Few Effective Approaches

Opposite to traditional batch data processing technique, here processing works on the data as it is produced in real-time. Learn more in this post.

August 2, 2024

by Gautam Goswami

CORE

· 5,229 Views · 1 Like

How to Run Apache Spark on Kubernetes in Less Than 5 Minutes

Learn how to quickly set up and run Apache Spark on Kubernetes using Ilum for easier deployment, management, and scaling.

July 30, 2024

by Adam Lichtenstein

· 9,417 Views · 10 Likes

Real-Time Anomaly Detection Using Large Language Models

Real-time anomaly detection using LLMs enhances accuracy for finance, healthcare, and cybersecurity through contextual analysis and pattern recognition.

July 30, 2024

by Harsh Daiya

CORE

· 6,398 Views · 3 Likes

Apache Iceberg Table Management

Apache Iceberg Table Management is essential to ensure smooth table operations by expiring/deleting unused data, metadata files.

July 30, 2024

by Rohit Kumar

· 2,272 Views · 1 Like

Real-Time Streaming Architectures: A Technical Deep Dive Into Kafka, Flink, and Pinot

While individual components like Kafka, Flink, and Pinot are very powerful, managing them at scale across cloud and on-premises deployments can be operationally complex.

July 28, 2024

by Abhishek Gupta

CORE

· 7,036 Views · 4 Likes

Snowflake Integration Patterns: Apache Kafka vs. Zero ETL and Reverse ETL

Integration patterns for cloud-native Snowflake data warehouse: Batch data, Zero ETL, Reverse ETL, Real-time data ingestion with Apache Kafka.

July 24, 2024

by Kai Wähner

CORE

· 5,695 Views · 2 Likes

Step-By-Step Guide To Setting up and Training GANs for Image Generation

Learn to set up and train Generative Adversarial Networks (GANs) using TensorFlow and PyTorch for image generation and manipulation.

July 23, 2024

by Neha Dhaliwal

· 3,455 Views · 2 Likes

Emerging Trends in Data Warehousing: What’s Next?

Explore the latest advances and future trends in data warehousing technologies, highlighting the innovations that are shaping the next generation of data warehouses.

July 23, 2024

by Metin SARIKAYA

· 43,323 Views · 1 Like

Building Your Own IoT Project: A Step-By-Step Guide

This guide will walk you through the essential steps to build your first IoT project, ensuring you have a solid foundation to explore this fascinating field.

July 22, 2024

by Sachin Reddy

· 6,295 Views · 3 Likes

When Not to Choose Google Apache Kafka for BigQuery

When not to choose Google Apache Kafka for BigQuery — a review, comparison with Confluent Cloud, and data streaming landscape outlook.

July 16, 2024

by Kai Wähner

CORE

· 4,638 Views · 1 Like

Alluxio Enterprise AI 3.2: Enhancing GPU Utilization and Data Access for AI Workloads

Alluxio Enterprise AI 3.2 revolutionizes GPU utilization and data access for AI workloads, offering seamless integration and enhanced performance.

July 15, 2024

by Tom Smith

CORE

· 2,698 Views · 1 Like

Factors to Consider: Data Warehouse Modernization

This article will help you with the factors that you will have to consider while choosing the new platform/endpoint, ETL suite, etc., for modernizing your data warehouse.

July 15, 2024

by Madhuri Veluri

· 3,388 Views · 1 Like