Data Engineering Podcast

DECEMBER 31, 2018

Links Pravega Amazon SQS (Simple Queue Service) Amazon Simple Workflow Service (SWF) Azure EMC Zookeeper Podcast Episode Bookkeeper Kafka Pulsar Podcast Episode RocksDB Flink Podcast Episode Spark Podcast Episode Heron Lambda Architecture Kappa Architecture Erasure Code Flink Forward Conference CAP Theorem The intro and outro music is from The Hug (..)

Lambda Architecture 100

Lambda Architecture Process Data Process Kafka 100

LinkedIn Engineering

OCTOBER 19, 2023

Authors: Bingfeng Xia and Xinyu Liu Background At LinkedIn, Apache Beam plays a pivotal role in stream processing infrastructures that process over 4 trillion events daily through more than 3,000 pipelines across multiple production data centers.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

Data Engineering Weekly

APRIL 28, 2023

🤺🤺🤺🤺🤺🤺 [link] LinkedIn: Unified Streaming And Batch Pipelines At LinkedIn: Reducing Processing time by 94% with Apache Beam One of the curses of adopting Lambda Architecture is the need for rewriting business logic in both streaming and batch pipelines.

Consulting 52

Consulting Kafka Lambda Architecture Engineering 52

Rockset

MAY 12, 2022

Database makers have experimented with different designs to scale for bursts of data traffic without sacrificing speed, features or cost. Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. Google and other web-scale companies also use ALT.

Analytics Application 52

Analytics Application Lambda Architecture Hadoop Electronics 52

Data Engineering Weekly

MARCH 26, 2023

[link] Sponsored: [Webinar] How to Scale Data Reliability Learn how Blend, a cloud infrastructure platform powering digital experiences for some of the world’s largest financial institutions, combined cloud-based data transformations and data observability to deliver trustworthy insights faster.

Data Engineering 52

Data Engineering Data Engineer Engineering Lambda Architecture 52

dbt Developer Hub

JUNE 30, 2020

When your data is small enough, this is the preferred approach, however it isn’t scalable. Because dbt is primarily designed for batch-based data processing, you should not schedule your dbt jobs to run continuously. Lambda views are a simple and readily available solution that is tool agnostic and SQL based.

SQL 52

SQL Lambda Architecture Raw Data Architecture 52

Rockset

FEBRUARY 6, 2019

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.

Lambda Architecture 40

Lambda Architecture Architecture MongoDB Kafka 40