From Messy Logs to Structured Analytics using AWS S3, Lambda, and Athena

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AWS For Beginners: What Is It, How It Works, and Key Benefits

Introduction

Amazon’s cloud computing division, Amazon Web Services (AWS), will remain a powerful entity in the global cloud infrastructure market by 2025, holding a remarkable 30% market share.

Comprehensive Services

With over 200 full-featured services from compute and storage to databases and machine learning.

Global Reach

Serving customers in over 190 countries across startups, enterprises, and government agencies.

Major companies such as Airtel, Netflix, Twitch, Paytm, LinkedIn, and Adobe are notable users of AWS Services.

Success Story

Discover how OpsTree enabled a 27% AWS cost reduction for a leading Indian fintech platform by optimizing their database infrastructure. Serving over 50 million users with digital wallets, bill payments, and mobile recharges, the client needed scalable yet cost-effective solutions. Our strategic intervention streamlined resource usage without compromising performance. Our strategic intervention streamlined resource usage without compromising performance.

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Technical Case Study: Amazon Redshift and Athena as Data Warehousing Solutions

Introduction

Modern data architectures demand flexible, scalable, and cost-effective solutions that can handle diverse analytical workloads. Amazon Web Services offers multiple data warehousing approaches that serve different needs: 

  • Amazon Redshift: A petabyte-scale, fully managed data warehouse designed for complex analytical queries 
  • Amazon Athena: A serverless query service that allows direct querying of data in S3. 

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Understanding AWS Cost and Usage Reports (CUR)

Introduction 

Understanding cloud spending can be overwhelming without the right tools. Common questions like “Where is my money going?” and “Which AWS services are driving my cloud costs?” can be hard to answer without clear visibility.

That’s where the AWS Cost and Usage Report (CUR) comes in.

With CUR, businesses gain granular insights into AWS billing, helping them break down expenses by service, resource, or account. Without such a tool, gaining transparency into your cloud spend is not only difficult—but often inaccurate and time-consuming.

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How to Reduce AWS Data Transfer Costs: A CFO’s Guide to Cloud Savings

If you’re using AWS, you may have noticed data transfer fees being added to your expenses. These costs are often included in your cost and usage reports, but don’t be fooled, if they’re not monitored they can quickly add up and become a significant contributor to your AWS bills.

Many organizations may face unexpectedly high data transfer charges, which reach up to lakhs of rupees per year. To get a handle on these costs and potentially reduce them, it’s essential to get a clear picture of your data transfer costs and identify which resources are driving them.

This blog explores a practical scenario that sheds light on AWS data transfer pricing, highlighting the typical challenges teams encounter and offering actionable strategies to help you optimize your cloud expenditures and effectively manage AWS costs.

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