Events Kafka Metadata NoSQL 
Lyft Engineering
OCTOBER 3, 2023
For example, we can almost instantly validate that each record is well-formed and complete during event generation. Our Analytic Event Lifecycle below demonstrates the workflow of how much of our data gets to Hive. We log these events asynchronously at the order of millions per second.
Grouparoo
OCTOBER 6, 2021
This provided a nice overview of the breadth of topics that are relevant to data engineering including data warehouses/lakes, pipelines, metadata, security, compliance, quality, and working with other teams. For example, grouping the ones about metadata, discoverability, and column naming might have made a lot of sense.
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AltexSoft
OCTOBER 21, 2022
Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. What is Kafka?
LinkedIn Engineering
JANUARY 16, 2024
These records held vital metadata linked to the restriction, including essential timestamps. LinkedIn restriction enforcement system (2nd generation) First, we migrated all member restrictions data to Espresso , LinkedIn’s custom-built NoSQL distributed document storage solution. This strategic move streamlined our data management.
Confluent
MAY 21, 2019
This leads us to event streaming microservices patterns. Now that the profile change event is published, it can be received by the quote service. Now that the profile change event is published, it can be received by the quote service. There are databases, document stores, data files, NoSQL and ETL processes involved.
AltexSoft
SEPTEMBER 21, 2023
First publicly introduced in 2010, Elasticsearch is an advanced, open-source search and analytics engine that also functions as a NoSQL database. Analysis of logs, metrics, and security events. Each document has unique metadata fields like index , type , and id that help identify its storage location and nature.
Confluent
SEPTEMBER 20, 2019
As a distributed system for collecting, storing, and processing data at scale, Apache Kafka ® comes with its own deployment complexities. To simplify all of this, different providers have emerged to offer Apache Kafka as a managed service. Before Confluent Cloud was announced , a managed service for Apache Kafka did not exist.
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