Big Data Resources

Top 5 Trends in Big Data Quality and Governance in 2025

Explore the top 5 trends in data quality and governance for 2025, from real-time validation to AI-powered checks and privacy-first practices.

July 10, 2025

by Vivek Venkatesan

· 2,223 Views · 2 Likes

Breaking Free from ZooKeeper: Why Kafka’s KRaft Mode Matters

Kafka shifts from ZooKeeper to KRaft mode for better scalability, faster recovery, and lower complexity, using Raft-based quorum for metadata management.

July 9, 2025

by Ammar Husain

CORE

· 2,112 Views · 4 Likes

The AWS Playbook for Building Future-Ready Data Systems

Gone are the days when teams dumped everything into a central data warehouse and hoped analytics would magically appear.

July 9, 2025

by Junaith Haja

· 3,307 Views · 7 Likes

How Developers Are Driving Supply Chain Innovation With Modern Tech

This blog shows how developers use modern tech to transform supply chains with smart, code-first solutions and real-time systems.

July 7, 2025

by Jatin Lamba

· 2,026 Views · 1 Like

Understanding k-NN Search in Elasticsearch

Elasticsearch, a powerful distributed search engine and k-NN Search with text embedding model integration makes it ideal for modern AI-driven search solutions.

July 7, 2025

by Govind Singh Rawat

· 4,299 Views · 7 Likes

Are Traditional Data Warehouses Being Devoured by Agentic AI?

DSS systems are designed around the logic of human decision-making as the ultimate consumer. However, in Agentic AI era, the final "consumer" is likelier to be an agent.

July 4, 2025

by William Guo

· 2,206 Views · 4 Likes

The Shift to Open Industrial IoT Architectures With Data Streaming

Modernize OT with Data Streaming, Kafka, MQTT, and OPC-UA to replace legacy middleware, enabling real-time data + scalable cloud integration.

July 4, 2025

by Kai Wähner

CORE

· 2,958 Views · 1 Like

How Predictive Analytics Became a Key Enabler for the Future of QA

Predictive analytics turns QA into a proactive process, using data and ML to spot defects early, speed up releases, and reduce bugs by up to 30%.

July 4, 2025

by Nidhi Sharma

· 1,735 Views · 4 Likes

Deploying LLMs Across Hybrid Cloud-Fog Topologies Using Progressive Model Pruning

Deploying LLMs at the edge is hard due to size and resource limits. This guide explores how progressive model pruning enables scalable hybrid cloud–fog inference.

July 2, 2025

by Sam Prakash Bheri

· 2,322 Views · 1 Like

Replacing Legacy Systems With Data Streaming: The Strangler Fig Approach

Modernize legacy systems without the risk of a full rewrite. Strangler Fig + data streaming enables scalable, real-time transformation.

July 1, 2025

by Kai Wähner

CORE

· 1,600 Views · 4 Likes

Transform Settlement Process Using AWS Data Pipeline

Modern AWS data pipelines automate ETL for settlement files using S3, Glue, Lambda, and Step Functions, transforming data from raw to curated with full orchestration.

June 30, 2025

by Prabhakar Mishra

· 1,925 Views · 2 Likes

DevOps at the Edge: Deploying Machine Learning Models on IoT Devices

Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.

June 25, 2025

by Bhanu Sekhar Guttikonda

CORE

· 5,144 Views · 4 Likes

How Trustworthy Is Big Data? A Guide to Real-World Challenges and Solutions

Big data only delivers value when it's reliable. Identify and fix trust issues like schema drift, outliers, and silent errors using Deequ and Great Expectations.

June 25, 2025

by Vivek Venkatesan

· 1,930 Views

Optimizing Data Pipelines in Cloud-Based Systems: Tools and Techniques

Learn how to build and optimize data pipelines in cloud-based systems to process and transfer vast amounts of data effectively.

June 24, 2025

by Anil Jonnalagadda

· 19,286 Views · 8 Likes

Storage-Computing Integration vs. Separation: Architectural Trade-offs, Use Cases, and Insights from Apache Doris

Discover the pros, cons, and use cases of storage-computing integration vs. separation, with real-world insights from Apache Doris’s hybrid architecture.

June 24, 2025

by Darren Xu

· 2,247 Views · 1 Like

Enabling more informed, transparent, and responsive policies that directly address societal needs and enhance resilience in the face of issues.

June 24, 2025

by Ram Ghadiyaram

CORE

· 2,458 Views · 4 Likes

Unveiling Supply Chain Transformation: IIoT and Digital Twins

Dive into industrial automation using industrial internet of things (IIoTs) and digital twins (DTs) towards the advancement of the supply chain using key technologies.

June 24, 2025

by Manvinder Kumra

· 1,998 Views

Snowflake Cortex for Developers: How Generative AI and SaaS Enable Self-Serve Data Analytics

This article explores how Snowflake Cortex, Snowflake’s generative AI solution, advances self-serve analytics for both structured and unstructured data.

June 23, 2025

by Dipankar Saha

· 3,088 Views · 2 Likes

Architects of Ambient Intelligence With IoT and AI Personal Assistants

Traditional IoT + AI faces latency, privacy, and ecosystem issues. Decentralized AI and federated learning enhance real-time, privacy-centric, user-trusted solutions.

June 23, 2025

by Praveen Chinnusamy

· 5,992 Views · 3 Likes

Real-Object Detection at the Edge: AWS IoT Greengrass and YOLOv5

Real-time object detection at the edge using YOLOv5 and AWS IoT Greengrass enables fast, offline, and scalable processing in bandwidth-limited or remote environments.

June 23, 2025

by Anil Jonnalagadda

· 20,793 Views · 17 Likes

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