Big Data Resources

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

· 4,031 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

· 3,961 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

· 6,768 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

· 5,654 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

· 4,030 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

· 6,357 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

· 6,657 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

· 5,971 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

· 3,436 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

· 5,211 Views · 3 Likes

Control Your Services With OTEL, Jaeger, and Prometheus

In this article, we will combine OTEL, Jaeger, and Prometheus for faster, centralized observability and quick troubleshooting in distributed systems.

February 7, 2025

by Ilia Ivankin

· 5,027 Views · 3 Likes

Best Practices for Scaling Kafka-Based Workloads

Kafka is a famous technology with a lot of great features and capabilities. This article explains Kafka producer and consumer configurations best practices.

February 6, 2025

by Narendra Lakshmana gowda

· 5,825 Views · 1 Like

The Role of DQ Checks in Data Pipelines

Why are DQ checks critical for every data pipeline, and what are some of the different types of DQ alerts you can set up to enhance the reliability of your pipeline?

February 5, 2025

by Ajay Krishnan Prabhakaran

· 5,386 Views

Mastering the Transition: From Amazon EMR to EMR on EKS

Optimize your data processing by seamlessly transitioning from Amazon EMR to EMR on EKS. Discover best practices and tips for a smooth migration.

February 5, 2025

by Satrajit Basu

CORE

· 6,897 Views · 4 Likes

AI Regulation in the U.S.: Navigating Post-EO 14110

The Trump administration revoked EO 14110, shifting the U.S. toward a market-driven AI strategy to spur innovation and investment.

February 5, 2025

by Frederic Jacquet

CORE

· 4,464 Views · 5 Likes

Teradata Performance and Skew Prevention Tips

Use unique identifiers such as Teradata Primary Index to evenly distribute data across AMPs to improve database performance by 70%.

February 4, 2025

by Sudheer Kumar Lagisetty

· 4,192 Views · 10 Likes

Data Governance Essentials: Policies and Procedures (Part 6)

Learn how data quality, policies, and procedures strengthen data governance by ensuring accuracy, compliance, and security for better decision-making.

February 4, 2025

by Sukanya Konatam

· 5,350 Views · 4 Likes

All You Need to Know About Apache Spark

Apache Spark is a fast, open-source cluster computing framework for big data, supporting ML, SQL, and streaming. It’s scalable, efficient, and widely used.

February 3, 2025

by Abhishek Trehan

· 4,118 Views · 2 Likes

How Apache Flink and Apache Paimon Influence Data Streaming

Apache Flink is a crucial component of Apache Paimon since it offers the real-time processing power that enhances Paimon's strong consistency and storage features.

January 28, 2025

by Gautam Goswami

CORE

· 5,759 Views · 4 Likes

CubeFS: High-Performance Storage for Cloud-Native Apps

CubeFS is a CNCF-graduated, cloud-native distributed file system delivering scalable performance, fault tolerance, and smooth Kubernetes integration.

January 24, 2025

by Sai Sandeep Ogety

CORE

· 7,679 Views · 8 Likes

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