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Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

It’s well documented that web retail traffic can spike 10x during Black Friday. Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. For more details, read my blog post on ALT and why it beats the Lambda architecture for real-time analytics.

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Apache Spark Use Cases & Applications

Knowledge Hut

Suppose a big retail chain company wants to get a real-time dashboard to keep a close eye on its inventory and operations. To achieve these goals these retail companies have a lot of challenges like to keep the inventory up to date based on sales and also to predict sales and inventory during some promotional events and sale seasons.

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Data Pipeline Architecture: Understanding What Works Best for You

Ascend.io

Use Case Example: An advertising agency seeks to boost shopping basket sizes in the physical stores of a national retail chain. Lambda Architecture Lambda architecture combines the strengths of batch and real-time processing. For these situations, some additional patterns have emerged.

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12 Big Data Project Topics with Source Code 2023

Knowledge Hut

This project is a Lambda Architecture program that tracks Chicago's streets' traffic conditions, including congestion and safety. Data warehouse design for an E-Commerce site In this big data project, you will be building a data warehouse for a retail establishment. Source Code: Medical Insurance Fraud Detection 4.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Log Analytics Project COVID-19 Data Analysis Movielens Data Analysis for Recommendations Retail Analytics Project Example Let us now discuss them in detail. The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data.