LinkedIn Engineering

OCTOBER 19, 2023

To enable the ingestion and real-time processing of enormous volumes of data, LinkedIn built a custom stream processing ecosystem largely with tools developed in-house (and subsequently open-sourced). In 2010, they introduced Apache Kafka , a pivotal Big Data ingestion backbone for LinkedIn’s real-time infrastructure.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

Rockset

MAY 12, 2022

Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. Lambda systems try to accommodate the needs of both big data-focused data scientists as well as streaming-focused developers by separating data ingestion into two layers.

Analytics Application 52

Analytics Application Lambda Architecture Hadoop Electronics 52

Knowledge Hut

MAY 2, 2024

Due to an increasing volume of data day by day, the tradition ETL tools like Informatic along with RDBMS are not able to meet the SLAs as they are not able to scale horizontally. Spark along with Spark SQL is being used by many companies to migrate to Big Data based Warehouse which can scale horizontally as the load increases.

Scala 52

Scala Hospitality Healthcare Retail 52

Knowledge Hut

OCTOBER 30, 2023

Big data and Artificial Intelligence have been thriving in recent years, and the emphasis on these technologies will propel them to new heights. Companies have realized the value of big data, and various opportunities are knocking on your door. The top big data projects that you shouldn't miss are listed below.

Big Data 52

Big Data Coding Project Medical 52

Knowledge Hut

APRIL 25, 2023

The benefit of this system is that data could be analysed in real-time instead of waiting for the extract, load, and transform process to be completed in a batch system. Lambda architecture: A combination of both batch and real-time processing, the lambda architecture has three layers.

Data Ingestion 52

Data Ingestion Lambda Architecture Raw Data Kafka 52

Data Engineering Podcast

JUNE 16, 2019

Data Engineering Podcast listeners get 2 months free on any plan by going to dataengineeringpodcast.com/clubhouse today and signing up for a free trial. Support the show and get your data projects in order! Interview Introduction How did you get involved in the area of data management?

Data Lake 100

Data Lake Lambda Architecture Data Warehouse Hadoop 100

Cloudera

NOVEMBER 2, 2020

Correlations across data domains, even if they are not traditionally stored together (e.g. real-time customer event data alongside CRM data; network sensor data alongside marketing campaign management data). The extreme scale of “big data”, but with the feel and semantics of “small data”.

Data Warehouse 96

Data Warehouse Kafka Lambda Architecture Telecommunication 96