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

Monte Carlo

NOVEMBER 21, 2024

Whether it’s customer transactions, IoT sensor readings, or just an endless stream of social media hot takes, you need a reliable way to get that data from point A to point B while doing something clever with it along the way. That’s where data pipeline design patterns come in. Lambda Architecture Pattern 4.

Data Pipeline 52

Data Pipeline Designing Lambda Architecture Kafka 52

Ascend.io

JULY 28, 2023

As companies become more data-driven, the scope and complexity of data pipelines inevitably expand. Without a well-planned architecture, these pipelines can quickly become unmanageable, often reaching a point where efficiency and transparency take a backseat, leading to operational chaos. What Is Data Pipeline Architecture?

Data Pipeline 52

Data Pipeline Architecture Lambda Architecture Data Architecture 52

Knowledge Hut

APRIL 25, 2023

It helps in integrating data from multiple sources such as IoT, SaaS, on-premises, etc., Organizations build data ingestion architecture to make sense of the complexity in the data and derive more value from it. To learn more about it, you can check out this bootcamp for Data Engineers. What is Data Ingestion?

Data Ingestion 52

Data Ingestion Lambda Architecture Raw Data Data Science 52

Monte Carlo

MARCH 14, 2023

Table of Contents What is Data Ingestion? Some data teams will leverage micro-batch strategies for time sensitive use cases. These involve data pipelines that will ingest data every few hours or even minutes. Parallel architectures Streaming and batch processing often require different data pipeline architectures.

Data Ingestion 52

Data Ingestion Data Warehouse Lambda Architecture Raw Data 52

dbt Developer Hub

JUNE 30, 2020

Lambda views are a simple and readily available solution that is tool agnostic and SQL based. What are lambda views? ​ The idea of lambda views comes from lambda architecture. This enables handling a lot of data in a very performant manner. This is what I implemented at JetBlue.

SQL 52

SQL Lambda Architecture Raw Data Architecture 52

Cloudera

NOVEMBER 2, 2020

Data streamed in is queryable in conjunction with historical data, avoiding need for Lambda Architecture. Data Model. Conventional enterprise data types. Figure 1 below shows a standard architecture for a Real-Time Data Warehouse. Basic Architecture for Real-Time Data Warehousing.

Data Warehouse 95

Data Warehouse Kafka Lambda Architecture Telecommunication 95