Big Data Resources

AI agents are revolutionizing data warehousing by enhancing efficiency, accuracy, and automation across various aspects of data management today.

March 4, 2025

by Ajay Tanikonda

· 4,502 Views · 1 Like

Materialized Views in Data Stream Processing With RisingWave

Materialized views enhance data streaming by improving incremental computation, enabling efficient retrieval and calculation of aggregated or pre-processed data.

March 3, 2025

by Gautam Goswami

CORE

· 3,602 Views · 2 Likes

Modern Data Processing Libraries: Beyond Pandas

In this article, we explore the alternatives to pandas for data processing and data analysis. We'll compare and contrast based on performance.

March 3, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 6,476 Views · 6 Likes

Doris Lakehouse Integration: A New Approach to Data Analysis

Doris Lakehouse Integration bridges data lakes and warehouses and enables seamless access, faster queries, unified management, and greater data value.

February 28, 2025

by Darren Xu

· 6,249 Views · 3 Likes

Exploring IoT's Top WebRTC Use Cases

WebRTC can handle both high-quality media streaming and efficient data sharing, making it a versatile tool for device developers.

February 28, 2025

by Carsten Rhod Gregersen

· 3,796 Views · 1 Like

Modern ETL Architecture: dbt on Snowflake With Airflow

Build a scalable ETL pipeline with dbt, Snowflake, and Airflow, and address data engineering challenges with modular architecture, CI/CD, and best practices.

February 27, 2025

by Digvijay Waghela

· 6,183 Views · 2 Likes

Top Methods to Improve ETL Performance Using SSIS

Improve ETL performance in SSIS with parallel extraction, optimized transformations, and proper configuration of concurrency, batch sizes, and data types.

February 27, 2025

by DZone Editorial

· 5,617 Views · 1 Like

Cloud-Driven Analytics Solution Strategy in Healthcare

Detailed insights into compute resource management, cluster optimization, storage efficiency, and cost governance in cloud-based environments.

February 27, 2025

by Abrar Ahmed Syed

· 4,800 Views · 5 Likes

How to Scale Elasticsearch to Solve Your Scalability Issues

Scaling Elasticsearch requires balancing sharding, query performance, and memory tuning for optimal efficiency in high-traffic, real-time applications.

February 26, 2025

by Vivek Kumar

· 7,802 Views · 3 Likes

Spark Job Optimization

Spark jobs can be optimized to maximize resource utilization in a cluster, improving performance and reducing costs for large-scale data processing.

February 25, 2025

by Chandra Shekar r Chekuri

· 3,283 Views · 1 Like

The Future of Data Lakehouses: Apache Iceberg Explained

This blog post is the first in a three-part series exploring Apache Iceberg and its role in modern data architectures and the emergence of data lakehouses.

February 25, 2025

by Fawaz Ghali, PhD

CORE

· 4,079 Views · 5 Likes

The Hidden Cost of Dirty Data in AI Development

Dirty data weakens AI, increases costs, introduces bias, and causes compliance risks. Strong data governance ensures reliable AI outcomes.

February 25, 2025

by Ilya Dudkin

CORE

· 4,006 Views · 3 Likes

Deduplication of Videos Using Fingerprints, CLIP Embeddings

Video deduplication optimizes storage by removing duplicates using techniques like segmentation, embeddings, and clustering to manage massive datasets efficiently.

February 21, 2025

by Praneeth Reddy Vatti

· 6,844 Views · 5 Likes

Scaling Image Deduplication: Finding Needles in a Haystack

Learn to efficiently deduplicate 100M+ images using distributed architectures, embeddings, FAISS for ANN search, and clustering to ensure accurate results.

February 20, 2025

by Praneeth Reddy Vatti

· 5,751 Views · 3 Likes

Data Pattern Automation With AI and Machine Learning

Pattern recognition and AI improve data workflows, automate insights, and drive efficiency in business processes across industries.

February 19, 2025

by Sandip Gami

· 4,097 Views · 2 Likes

ETL Generation Using GenAI

Learn about how GenAI automates ETL pipelines, generates code, adapts to schema changes, and improves data processes with speed, efficiency, and precision.

February 14, 2025

by Ramesh Daddala

· 6,410 Views · 2 Likes

Loading XML into MongoDB

Learn how to export XML data to MongoDB using SmartXML ETL tools, simplifying the process and ensuring efficient data handling and storage.

February 12, 2025

by Luca Sanders

· 6,745 Views · 1 Like

The Right ETL Architecture for Multi-Source Data Integration

Dedicated ETL pipelines are easy to set up but hard to scale, while common pipelines offer efficiency at the cost of complexity. Know which one to choose.

February 12, 2025

by Murat Balkan

CORE

· 6,061 Views · 1 Like

SQL as the Backbone of Big Data and AI Powerhouses

SQL powers Big Data and AI with tools like BigQuery, remaining a cornerstone of data-driven innovation through its simplicity and adaptability.

February 11, 2025

by Medha Gupta

· 3,508 Views · 1 Like

Relational DB Migration to S3 Data Lake Via AWS DMS, Part I

This article discusses the challenges faced during relational database migration to AWS using DMS, including source data, logging, and network bandwidth issues.

February 7, 2025

by Vijay Bhosale

· 5,292 Views · 3 Likes

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