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Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics

Rockset

Aggregator Leaf Tailer (ALT) is the data architecture favored by web-scale companies, like Facebook, LinkedIn, and Google, for its efficiency and scalability. In this blog post, I will describe the Aggregator Leaf Tailer architecture and its advantages for low-latency data processing and analytics.

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Rockset Architecture Whiteboard Session With CTO Dhruba Borthakur

Rockset

In this 30 minute video overview, CTO and Rockset Co-founder Dhruba Borthakur discusses Rockset's ALT architecture , how data is ingested, stored and queried in Rockset, and why Rockset is simple to use, incredibly fast, and capable of the highly efficient execution of complex distributed queries across diverse data sets.

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The Stream Processing Model Behind Google Cloud Dataflow

Towards Data Science

This blog post is my note after reading the paper: The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing. In the rest of this blog, we will see how Google enables this contribution. Triggering at completion estimates such as watermarks.

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Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

We'll be publishing more posts in the series in the near future, so subscribe to our blog so you don't miss them! Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. ALT architectures provide the best price performance for real-time analytics.

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12 Big Data Project Topics with Source Code 2023

Knowledge Hut

The article will also discuss some big data projects using Hadoop and big data projects using Spark. This project is a Lambda Architecture program that tracks Chicago's streets' traffic conditions, including congestion and safety. The top big data projects that you shouldn't miss are listed below.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

And, out of these professions, this blog will discuss the data engineering job role. Top 20+ Data Engineering Projects Ideas for Beginners with Source Code [2023] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills.