Big Data Resources

Elasticsearch Query and Indexing Architecture

This article breaks down Elasticsearch's core architecture by explaining how search queries and indexing requests flow through the system.

November 26, 2024

by Udbhav Prasad

· 3,613 Views · 6 Likes

Dust Actors and Large Language Models: An Application

Use Dust Java Actors to create a pipeline that automatically finds, reads, and extracts specific info from news articles based on your topic of interest.

November 25, 2024

by Alan Littleford

· 3,656 Views

The Benefits of Using Cloud for Big Data Processing

Let's discuss the multiple advantages of using cloud computing for big data processing, from scalability to cost-effectiveness and enhanced collaboration.

November 25, 2024

by Job Ready Program

· 2,309 Views · 1 Like

The Art of Separation in Data Science: Balancing Ego and Objectivity

Explore an example of learning the hard way that ego and ideas don’t mix, and how a “breakthrough” model flopped because of an overlooked data flaw.

November 20, 2024

by Sabarna Choudhuri

· 1,832 Views · 1 Like

Deployment Strategies for Apache Kafka Cluster Types

Multiple Kafka clusters enable hybrid integration, aggregation, migration, and disaster recovery across edge, data center, and multi-cloud environments.

November 19, 2024

by Kai Wähner

CORE

· 1,705 Views · 1 Like

Data Architectures in the AI Era: Key Strategies and Insights

Data architecture is evolving rapidly due to the rise of GenAI, requiring companies to move away from data silos toward integrated data fabrics and data meshes.

November 14, 2024

by Suri Nuthalapati

CORE

· 10,721 Views · 5 Likes

The Science Behind Durability: Write-Ahead Logging Explained

For any persistence store system, guaranteeing durability of data being managed is of prime importance. Read on to know how write ahead logging ensures durability.

November 14, 2024

by Ammar Husain

· 1,279 Views · 2 Likes

Apache Iceberg: The Open Table Format for Lakehouses and Data Streaming

This article explores the table format wars of Apache Iceberg, Hudi, Delta Lake and XTable; and the product strategy of Snowflake, Databricks, Confluent, AWS, and Google.

November 12, 2024

by Kai Wähner

CORE

· 3,789 Views · 1 Like

iRODS: An Open-Source Approach to Data Management in Large-Scale Research Environments

Discover iRODS, the open-source data management platform revolutionizing how enterprises handle large-scale datasets with policy-based automation and federation.

November 12, 2024

by Tom Smith

CORE

· 768 Views · 1 Like

A Guide to Building Data Intelligence Systems: Strategic Practices to Building Robust, Ethical, and AI-Driven Data Structures

The foundation of data intelligence systems centers around transparency, governance, and the ethical and responsible exploitation of cutting-edge technologies, particularly GenAI.

November 8, 2024

by Frederic Jacquet

CORE

· 2,153 Views · 2 Likes

The Data (Pipeline) Movement: A Guide to Real-Time Data Streaming and Future Proofing Through AI Automation and Vector Databases

Dive into the essential strategies for leveraging real-time data streaming, AI automation, and vector databases to drive actionable insights.

November 7, 2024

by Tuhin Chattopadhyay

CORE

· 2,280 Views · 3 Likes

Building Scalable AI-Driven Microservices With Kubernetes and Kafka

AI microservices, Kubernetes, and Kafka enable scalable, resilient intelligent applications through modular architecture and efficient resource management.

November 6, 2024

by Dileep Kumar Pandiya

· 4,419 Views · 3 Likes

Leveraging Apache Flink Dashboard for Real-Time Data Processing in AWS Apache Flink Managed Service

Find out how to utilize the Apache Flink Dashboard for monitoring, optimizing, and managing real-time data processing applications within AWS-managed services.

November 6, 2024

by Sneha Murganoor

· 25,513 Views · 7 Likes

Real-Time Data Streaming on Cloud Platforms: Leveraging Cloud Features for Real-Time Insights

Explore the key aspects of real-time data streaming and analytics on cloud platforms, including architectures, integration strategies, and future trends.

November 6, 2024

by Sreenath Devineni

CORE

· 12,916 Views · 3 Likes

Optimizing Your Data Pipeline: Choosing the Right Approach for Efficient Data Handling and Transformation Through ETL and ELT

ETL and ELT are vital for data integration and accessibility. Learn how to select the right approach based on your infrastructure, data volume, data complexity, and more.

November 5, 2024

by Ebere Oyekwe

· 13,900 Views · 3 Likes

The Modern Era of Data Orchestration: From Data Fragmentation to Collaboration

By embracing composability, organizations can position themselves to simplify governance and benefit from the greatest advances happening in our industry.

November 4, 2024

by Joel Lubinitsky

· 13,460 Views · 6 Likes

Digitalization of Airport and Airlines With IoT and Data Streaming Using Kafka and Flink

Take an in-depth look at IoT and data streaming using Kafka and Flink at airports such as Schiphol AMS and airlines like Lufthansa and Cathay.

November 4, 2024

by Kai Wähner

CORE

· 9,802 Views · 2 Likes

Optimizing Vector Search Performance With Elasticsearch

Optimize vector search in Elasticsearch through dimensionality reduction, efficient indexing, and automated parameter tuning for faster, more accurate results.

November 4, 2024

by Venkata Gummadi

· 17,499 Views · 5 Likes

Data Governance Essentials: Glossaries, Catalogs, and Lineage (Part 5)

Discover how business glossaries, data catalogs, and data lineage work together to enhance data quality, compliance, transparency, and operational efficiency.

November 1, 2024

by Sukanya Konatam

· 12,706 Views · 2 Likes

How to Identify Bottlenecks and Increase Copy Activity Throughput in Azure Data Factory

Learn how to optimize the throughput of a copy activity in Azure Data Factory by identifying bottlenecks, scaling integration runtimes, and more.

October 31, 2024

by Aravind Nuthalapati

· 38,326 Views · 3 Likes

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