The Trend of Cloud Repatriation: Moving Back to On-Premises InfrastructureData ScienceTech by Sunny Srinidhi - October 16, 2024October 16, 20240 In recent years, a shift in IT infrastructure strategies has seen many companies moving workloads away from public cloud services and back to on-premises setups or private cloud environments. This movement, known as "cloud repatriation," is driven by various factors that range from cost management to performance, security, and compliance concerns. While public cloud adoption surged over the past decade, the limitations of this model have led organizations to reconsider their approach, resulting in a hybrid IT strategy combining both on-premises and cloud resources. Why Companies Are Moving Back to On-Premises 1. Cost Considerations One of the most prominent factors driving cloud repatriation is the realization of the high costs associated with public cloud services. While the cloud offers scalability and flexibility, many companies
Exploring the Inner Workings of Google BigQuery: A Deep Dive into Design, Competitors, Use Cases, and Pros/ConsData Science by Sunny Srinidhi - March 13, 2024March 13, 20240 Discover the inner workings of Google BigQuery, a game-changer in big data analytics. Unravel its architecture, including the prowess of its distributed query engine, Dremel, and the innovative Capacitor technology. Compare it with competitors, explore diverse use cases from real-time analytics to healthcare, and weigh its pros and cons. Join us on a journey into the heart of data analytics excellence.
Use Amazon CloudSearch to quickly search through dataTech by Sunny Srinidhi - March 29, 2023January 17, 20240 Amazon CloudSearch provides a number of powerful search capabilities, including full-text search, faceted search, and customizable relevance ranking. In this post, we’ll see what CloudSearch is
Getting Started With Apache AirflowData Science by Sunny Srinidhi - October 11, 2021October 11, 20210 I recently started working with Apache Airflow. And as is tradition, I’m telling you everything about it here.
I made a website which tells if you’re wearing a mask or not – without machine learningTech by Sunny Srinidhi - January 11, 2021January 11, 20211 In this post, I talk about how I built a website which can detect maks, gloves, and more – all without writing any machine learning code.
Explore your Amazon S3 data online using FilestashTech by Sunny Srinidhi - April 29, 2020April 29, 20200 Filestash is a very handy tool in your browser which helps you nativage your S3 buckets and folders easily, and even edit files online.
How To Generate Parquet Files in JavaData Science by Sunny Srinidhi - April 7, 2020April 7, 202014 The Parquet file format has become very popular lately. In this post, we’ll see what it is, and how to create Parquet files in Java using Spring Boot.
How to build a simple data lake using Amazon Kinesis Data Firehose and Amazon S3Data Science by Sunny Srinidhi - March 3, 2020March 3, 20203 In this post, we’ll see how we can create a very simple, yet highly scalable data lake using Amazon’s Kinesis Data Firehose and Amazon’s S3.
Overriding Spring Boot properties in Amazon LambdaTech by Sunny Srinidhi - February 11, 2020February 11, 20200 In this post, we’ll see how we can maintain Spring Boot properties in an Amazon Lambda function without making code changes.
Emulating Apache Kafka with Amazon SNS and SQSTech by Sunny Srinidhi - January 22, 2020January 24, 20200 We’ll learn how to introduce the concept of consumer groups from Kafka in the AWS world using Amazon SNS and Amazon SQS.