Workfall

JUNE 12, 2023

In this blog, we will cover: What Is CDC and Its Benefits? Moreover, it facilitates the implementation of microservices architectures and event-driven systems, automating reactions to data changes without manual intervention. It’s time to harness the pulse of the digital era and seize the endless opportunities that lie ahead.

Telecommunication 80

Telecommunication Metadata Healthcare Finance 80

Snowflake

APRIL 29, 2024

This strategy must incorporate business impact analyses as well as backup and recovery plans in the event of a security incident or loss of access to data. ICT Incident Reporting FEs must establish and implement a management process for monitoring, managing, logging, classifying and reporting ICT-related incidents.

Transportation 81

Transportation Data Governance Government Consulting 81

Lyft Engineering

OCTOBER 3, 2023

For example, we can almost instantly validate that each record is well-formed and complete during event generation. Finally, as the subject of this blog post, we can assess data quality via batch compute analytics on our data warehouse, providing a comprehensive albeit slower evaluation compared to the previously mentioned methods.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Data Engineering Podcast

SEPTEMBER 4, 2022

Atlan is the metadata hub for your data ecosystem. Instead of locking your metadata into a new silo, unleash its transformative potential with Atlan’s active metadata capabilities. Atlan is the metadata hub for your data ecosystem. And don’t forget to thank them for their continued support of this show!

IT 100

IT Metadata MongoDB MySQL 100

Cloudera

JULY 14, 2023

In this blog, I will describe a few strategies one could undertake for various use cases. In all the use cases we are trying to migrate a table named “events.” They simply read the underlying data (not even full read, they just read the parquet headers) and create corresponding Iceberg metadata files.

Metadata 70

Metadata Data Warehouse Big Data Ecosystem Java 70

Cloudera

AUGUST 10, 2021

We expand on this feature later in this blog. Atlas / Kafka integration provides metadata collection for Kafa producers/consumers so that consumers can manage, govern, and monitor Kafka metadata and metadata lineage in the Atlas UI. Figure 8: Data lineage based on Kafka Atlas Hook metadata. x, and 6.3.x,

Cloud 97

Cloud Kafka Metadata SQL 97

Data Engineering Weekly

MAY 16, 2023

I won’t bore you with the importance of data quality in the blog. Like the staging environment, Fronting Kafka receives all the events without validation. The event routers typically follow a few characteristics Event Routers can broadcast the same events from one-to-many destinations.

Engineering 110

Engineering Kafka Data Pipeline Data Warehouse 110

Cloudera

MARCH 14, 2023

In our previous DataFlow Designer blog post , we introduced you to the new user interface and highlighted its key capabilities. In this blog post we will put these capabilities in context and dive deeper into how the built-in, end-to-end data flow life cycle enables self-service data pipeline development.

Data Pipeline 82

Data Pipeline Designing Kafka Metadata 82

Data Engineering Podcast

MARCH 22, 2021

Their SDKs and plugins make event streaming easy, and their integrations with cloud applications like Salesforce and ZenDesk help you go beyond event streaming. e.g. APIs and third party data sources How can we integrage CDC into metadata/lineage tooling? How do you handle observability of CDC flows?

Data Warehouse 100

Data Warehouse Metadata Data Lake Hadoop 100

Lyft Engineering

JUNE 28, 2023

In this blog post, we will discuss what we built in support of that goal and some of the lessons we learned along the way. The Event Driven Decisions capability in particular turned out to be general enough as to be applicable to a wide range of use cases. One key component is the Analytics Event Abstraction layer.

Machine Learning 115

Machine Learning Building Metadata Kafka 115

LinkedIn Engineering

DECEMBER 19, 2023

The framework incorporates proactive measures to monitor critical events, provides deployment insights, and issues proper notifications to enable seamless deployments. This metadata includes the namespace, file permissions, and the mapping of data blocks to datanodes.

Big Data 92

Big Data Hadoop Metadata Data 92

Data Engineering Podcast

JANUARY 23, 2022

You can observe your pipelines with built in metadata search and column level lineage. What have been some of the recurring themes that are discussed in those events? Contact Info Medium Blog LinkedIn Parting Question From your perspective, what is the biggest gap in the tooling or technology for data management today?

Building 100

Building Management Data Pipeline Metadata 100

Confluent

MARCH 26, 2019

Apache-Kafka ® -based applications stand out for their ability to decouple producers and consumers using an event log as an intermediate layer. This enables choreographed service collaborations, where many components can subscribe to events stored in the event log and react to them asynchronously. Let’s imagine a “Hello, World!”

Kafka 111

Kafka Transportation Metadata Consulting 111

LinkedIn Engineering

DECEMBER 12, 2023

Less stringent privacy baselines have been proposed in the literature, such as event-level privacy which would consider the privacy of each new view in our setting. This metadata is determined as part of an onboarding process with each new application where we determine which algorithms should be used for each type of query.

Algorithm 77

Algorithm Metadata SQL Datasets 77

Cloudera

SEPTEMBER 23, 2020

Access audits are mastered centrally in Apache Ranger which provides comprehensive non-repudiable audit log for every access event to every resource with rich access event metadata such as: IP. Both fine-grained access control of database objects and access to metadata is provided. Policy outcome (access or deny).

Database 81

Database Data Lake Metadata Java 81

Cloudera

DECEMBER 9, 2022

For example, if your dataflow is reading events from a Kafka topic, which you want to filter and process but you’re not sure about the exact schema the events are in, you might want to peek at the events before writing your filter condition.

Designing 97

Designing Coding Google Cloud AWS 97

DataKitchen

OCTOBER 20, 2023

’ It assigns unique identifiers to each data item—referred to as ‘payloads’—related to each event. Payload DJs facilitate capturing metadata, lineage, and test results at each phase, enhancing tracking efficiency and reducing the risk of data loss.

Insurance 70

Insurance Pharmaceutical Data Data Ingestion 70

Data Engineering Podcast

JUNE 19, 2022

Summary Metadata is the lifeblood of your data platform, providing information about what is happening in your systems. In order to level up their value a new trend of active metadata is being implemented, allowing use cases like keeping BI reports up to date, auto-scaling your warehouses, and automated data governance.

Metadata 130

Metadata MongoDB Scala MySQL 130

Data Engineering Podcast

AUGUST 5, 2019

Upcoming events include the O’Reilly AI Conference, the Strata Data Conference, and the combined events of the Data Architecture Summit and Graphorum. Links Amundsen Data Council Presentation Strata Presentation Blog Post Lyft Airflow Podcast.__init__

PostgreSQL 100

PostgreSQL MongoDB Metadata Media 100

Big Data Tools

JUNE 8, 2022

DataHub 0.8.36 – Metadata management is a big and complicated topic. DataHub is a completely independent product by LinkedIn, and the folks there definitely know what metadata is and how important it is. If you haven’t found your perfect metadata management system just yet, maybe it’s time to try DataHub!

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Big Data Tools

JUNE 8, 2022

DataHub 0.8.36 – Metadata management is a big and complicated topic. DataHub is a completely independent product by LinkedIn, and the folks there definitely know what metadata is and how important it is. If you haven’t found your perfect metadata management system just yet, maybe it’s time to try DataHub!

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Netflix Tech

MAY 4, 2023

This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal. This blog post will provide a detailed analysis of replay traffic testing, a versatile technique we have applied in the preliminary validation phase for multiple migration initiatives.

Utilities 135

Utilities Systems Architecture Coding 135

Data Engineering Podcast

JUNE 29, 2020

For more opportunities to stay up to date, gain new skills, and learn from your peers there are a growing number of virtual events that you can attend from the comfort and safety of your home. Go to dataengineeringpodcast.com/conferences to check out the upcoming events being offered by our partners and get registered today!

Data Collection 100

Data Collection Management High Quality Data Metadata 100

Cloudera

AUGUST 3, 2021

Demand assessments, once singular insights driven by singular events, can now be presented as probabilities predicting a number of scenarios that can offer a range of solutions through targeted discussions, including upside potential and downside risks in sales and operations planning.

Manufacturing 108

Manufacturing Retail Entertainment Government 108

Confluent

APRIL 10, 2019

Instead of having many point-to-point connections between sites, the Confluent Platform provides an integrated event streaming architecture with frictionless data replication between sites. Useful to know in case of a disaster event). Is replication running optimally or do operators need to scale up the number of Replicator tasks?

Kafka 84

Kafka Metadata Java Cloud 84

Netflix Tech

JULY 30, 2019

In this blog, we would like to present the latest updates to Conductor, address some of the frequently asked questions and thank the community for their contributions. Adoption As of writing this blog, Conductor orchestrates 600+ workflow definitions owned by 50+ teams across Netflix.

Metadata 75

Metadata Media AWS Transportation 75

Maxime Beauchemin

JANUARY 20, 2017

The fact that ETL tools evolved to expose graphical interfaces seems like a detour in the history of data processing, and would certainly make for an interesting blog post of its own. In a fast growing, rapidly evolving, slightly chaotic data ecosystem, metadata management and tooling become a vital component of a modern data platform.

Data Engineering 130

Data Engineering Data Engineer Engineering ETL Tools 130

Pinterest Engineering

NOVEMBER 4, 2022

We serve the latest 100 user actions as a sequence, populated with pin embeddings and other metadata. The overall architecture can be segmented to event time and request, as shown in Figure 2. However, we will not disclose the exact number in this blog. We plan to improve GPU serving usability and performance.

Architecture 52

Architecture Software Engineer Software Engineering Metadata 52

Cloudera

SEPTEMBER 17, 2020

By enabling their event analysts to monitor and analyze events in real time, as well as directly in their data visualization tool, and also rate and give feedback to the system interactively, they increased their data to insight productivity by a factor of 10. . Text data served up via Solr’s powerful analytics engine and APIs.

Unstructured Data 81

Unstructured Data Data Warehouse Pharmaceutical MySQL 81

Rockset

AUGUST 28, 2023

We have a collection called ShopEvents with raw real-time events from a webshop. We have a data retention policy set on our ShopEvents collection so that events that are older than 12 months automatically get removed from Rockset. We hope this blog gave you a few ideas on how to do automation in Rockset.

AWS 52

AWS SQL Datasets Metadata 52

Netflix Tech

MARCH 5, 2019

Challenges & Opportunities in the Infra Data Space Security Events Platform for Anomaly Detection How can we develop a complex event processing system to ingest semi-structured data predicated on schema contracts from hundreds of sources and transform it into event streams of structured data for downstream analysis?

Cloud 73

Cloud Building Amazon Web Services Metadata 73

Rockset

DECEMBER 17, 2021

Note: This post was originally posted on the Omnata blog. Here’s the final architecture: I’ve been doing some flavour of systems integration for the past 15 years, and usually I finish a project and think “it shouldn’t have taken that much effort”. So it’s truly incredible to finally see this level of simplicity emerge in the market.

SQL 52

SQL NoSQL Database Design Metadata 52

Data Engineering Weekly

NOVEMBER 6, 2022

I plan to write a series of blogs on Schemata and Data Contract in the coming weeks. Martin kindly stepped in for me to give the update for my promised blog posts. The blog narrates how Azure InterpretML service can help to understand the ML models' predictions better. I know I told you this before, so George R.

Data Engineering 40

Data Engineering Data Engineer Engineering Machine Learning 40

Cloudera

AUGUST 10, 2021

This integration mechanism does not provide a direct Atlas Hook or Atlas Bridge option to listen to the entity events in Ozone. Since the purpose of this blog is to show lineage for data that exists in Ozone, I’m going to do a simple transformation in the Spark shell and write the data out to Ozone. Before we begin.

Hadoop 104

Hadoop Kafka Datasets Government 104

Netflix Tech

DECEMBER 8, 2021

We currently process tens of millions of log records every minute and analyze these events to perform in-house custom detections. Once ingested, findings are then enriched and processed with additional metadata collected from Netflix’s internal data sources. Make sure to check out some of our other recent blog posts!

AWS 78

AWS Metadata Cloud Utilities 78

Rockset

SEPTEMBER 14, 2021

Here’s how Rockset is making it easier to ingest event data from Kafka with this new integration: It is managed entirely by Rockset and can be setup with just a few clicks, keeping with our philosophy on making real-time analytics accessible. There is no need to pre-create a schema to run real-time analytics on event streams from Kafka.

Kafka 52

Kafka SQL MongoDB Computer Science 52

Data Engineering Weekly

OCTOBER 23, 2022

The Data Engineering Weekly even published a special Metadata Edition focusing on the historical development of the Data Catalog. link] It is almost two years since we published the metadata edition, but I keep thinking back. Shopify writes an exciting blog narrating how to structure the data team to maximize the influence in an org.

Data Engineering 52

Data Engineering Data Engineer Engineering Deep Learning 52