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Part 2: The Evolution of Data Pipeline Architecture

Part 2: The Evolution of Data Pipeline Architecture

In this post, we will go through a number of changes that have happened, both in the market and in terms of the technologies that are available. We will propose a new architecture that addresses the issues we mentioned in part 1.

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Data Infrastructure
Kostas Pardalis

Kostas Pardalis

Head of Developer Experience at RudderStack

by Kostas Pardalis

Part 1: The Evolution of Data Pipeline Architecture

Part 1: The Evolution of Data Pipeline Architecture

This blog talks about ETL, ELT, and the history, present, and future of data pipelines. You will know the good and bad things about various data pipeline approaches.

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Data Infrastructure
Kostas Pardalis

Kostas Pardalis

Head of Developer Experience at RudderStack

by Kostas Pardalis

Why RudderStack Used Postgres Over Apache Kafka for Streaming Engine

Why RudderStack Used Postgres Over Apache Kafka for Streaming Engine

In this post, we answer the all-important question – “Why we did not prefer Apache Kafka over PostgreSQL for building RudderStack.” We discuss some of the challenges with using Apache Kafka over our implemented solution that uses PostgreSQL.

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Data Infrastructure
Soumyadeb Mitra

Soumyadeb Mitra

Founder and CEO of RudderStack

by Soumyadeb Mitra

Data Engineering: Perception vs. Reality

Data Engineering: Perception vs. Reality

Many organizations don't exactly understand what data engineering is or what a data engineer does. This post highlights a few myths related to data engineering and talks more about their contribution to the business teams.

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Data Infrastructure
Savia Lobo

Savia Lobo

Content Writer

by Savia Lobo

The Complete Customer Data Stack: Data Collection (Part 2)

The Complete Customer Data Stack: Data Collection (Part 2)

In this post, we cover how to collect relational data from both cloud applications and databases, and we explore two other lesser but still important sources of data.

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Data Infrastructure
Kostas Pardalis

Kostas Pardalis

Head of Developer Experience at RudderStack

by Kostas Pardalis

The Complete Customer Data Stack: Data Collection (Part 1)

The Complete Customer Data Stack: Data Collection (Part 1)

Check out part one of our two-part series on data collection. You'll learn how to collect event data and why categories are important when it comes to data collection.

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Data Infrastructure
Kostas Pardalis

Kostas Pardalis

Head of Developer Experience at RudderStack

by Kostas Pardalis

Warehouse-First, the More Secure, Flexible, and Cost-Effective Application Architecture

Warehouse-First, the More Secure, Flexible, and Cost-Effective Application Architecture

Learn how eliminating black-box applications and building a warehouse-first data infrastructure can give you more data control, more flexibility with no duplicated data, and lower costs.

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Data Infrastructure
Eric Dodds

Eric Dodds

Head of Product

by Eric Dodds

Why You Don’t Want a CDP Made for Marketers

Why You Don’t Want a CDP Made for Marketers

Know everything about CDPs and the problems they solve. Also, know in which cases you should not go for a Customer Data Platform.

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Data Infrastructure
Eric Dodds

Eric Dodds

Head of Product

by Eric Dodds

Why Data and Engineering Teams Need to Own the CDP

Why Data and Engineering Teams Need to Own the CDP

Why Data and Engineering should own CDP implementation & management. Here, we'll cover all of the benefits to Engineering led CDP implementation and management.

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Data Infrastructure
Eric Dodds

Eric Dodds

Head of Product

by Eric Dodds

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