AWS - ajayconnect

AWS vs Azure Services Comparison.

A practical, side-by-side map for architects and engineers. Compute & Containers AWSAzureWhen to choose EC2Virtual MachinesGeneral-purpose VMs; widest image flexibility. EC2 Auto ScalingVM Scale SetsScale a VM fleet automatically. EKSAKSManaged…

Ajay October 31, 2025

AWS Big data Kinesis

AWS serverless streaming analytics

Overview. This pipeline demonstrates a fully serverless streaming analytics architecture on AWS. High‑volume events flow into Amazon Kinesis Data Streams. An AWS Lambda function batches and transforms records in real time before…

Ajay December 20, 2024

AWS AWS Glue Big data

Exploring AWS Glue with Real-Time Integrative Examples

Introduction Data integration and transformation are crucial for modern organizations managing massive amounts of data. AWS Glue, a serverless ETL (Extract, Transform, Load) service, simplifies this process by automating data…

Ajay November 18, 2024

AWS azure Big data

Building a Secure and Scalable Data Pipeline for Pharmaceutical Clinical Trials

In the pharmaceutical industry, managing and processing data is a highly regulated and complex process. From clinical trial management to drug discovery, the data lifecycle must adhere to stringent security…

Ajay October 15, 2024

AWS Big data Data Wrangler

How Amazon EMR Works with SageMaker Data Wrangler

Amazon EMR and Amazon SageMaker Data Wrangler are powerful tools for data engineers and data scientists. They simplify big data processing and machine learning (ML) workflows, respectively. Amazon EMR is…

Ajay October 11, 2024

AWS Big data EMR

AWS EMR Studio and EMR Serverless: A Guide to Creating and Managing Applications

Amazon Elastic MapReduce (EMR) is a popular AWS service for big data processing, offering a managed environment to run large-scale distributed data processing frameworks like Apache Spark, Hadoop, and others.…

Ajay October 11, 2024

AWS AWS Glue Big data

AWS Glue: A Comprehensive Guide to ETL and Data Integration in the Cloud

In the age of big data, integrating, transforming, and preparing data for analytics can be a complex task. AWS Glue, Amazon’s fully managed Extract, Transform, Load (ETL) service, is designed…

Ajay October 11, 2024

AWS azure Big data

Empowering Data Analytics and AI: A Deep Dive into Databricks’ Innovations

In the ever-evolving world of data and AI, Databricks continues to be at the forefront, offering businesses the tools they need to harness the full potential of their data. With…

Ajay October 10, 2024

AWS azure Big data

How Big Companies Scale Data Engineering Pipelines for Massive Data Volumes

In today’s data-driven world, organizations are handling increasingly vast amounts of data. From e-commerce transactions to IoT sensor readings and real-time social media analytics, companies are inundated with data from…

Ajay October 7, 2024

AWS azure Big data

Delta Live Tables: A New Era for Data Pipeline Automation in Databricks

In today’s data-driven world, building and managing reliable data pipelines is critical for businesses to extract actionable insights from vast amounts of data. With the rise of cloud platforms and…

Ajay October 4, 2024