Netflix Tech

NOVEMBER 14, 2023

In this context, managing the data, especially when it arrives late, can present a substantial challenge! In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Given our role on this critical path, accuracy is paramount.

Data Engineering 105

Data Engineering Data Engineer Engineering Metadata 105

Snowflake

DECEMBER 4, 2023

With this public preview, those external catalog options are either “GLUE”, where Snowflake can retrieve table metadata snapshots from AWS Glue Data Catalog, or “OBJECT_STORE”, where Snowflake retrieves metadata snapshots directly from the specified cloud storage location. With these three options, which one should you use?

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Building Metadata Cloud Storage AWS 94

Edureka

MAY 6, 2024

Whether you are a newbie or an experienced individual, if you want to explore more about the concepts of MLOPS, then you just click on the right blog. But before we begin, Let’s have a look at what we will be covering in this blog: What is MLOPS? Proper metadata management helps in understanding, grouping, and sorting data.

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Machine Learning Metadata Programming Language Healthcare 52

Netflix Tech

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team.

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Data Process Process Metadata Finance 90

Data Engineering Podcast

FEBRUARY 26, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Are you tired of dealing with the headache that is the 'Modern Data Stack'? How are you managing visibility/auditability across the different data domains? We feel your pain. Is a data mesh ever "done"?

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Data Engineering Podcast

SEPTEMBER 4, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. Can you give the elevator pitch for Monte Carlo?

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IT Metadata MongoDB MySQL 100

Snowflake

APRIL 29, 2024

The second batch of DORA policy products, which aims to strengthen oversight and risk management for third-party ICT providers, is currently under development. Identification of potential threats through data analysis and risk assessment processes to shift toward more proactive risk management. Five Core Pillars of DORA 1.

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Transportation Data Governance Government Consulting 82

Netflix Tech

NOVEMBER 29, 2023

As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. and based on content characteristics and/or metadata signaled in the bitstream. A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Krasula, A. Choudhury, S. Malfait, A.

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Metadata Electronics Algorithm Software Engineer 100

Databand.ai

JULY 19, 2023

Visualization and Mapping of Data Flow The ability to visually map the flow of data provides a clear and intuitive view of the data’s journey, making it easier for businesses to understand and manage their data landscapes. Metadata Management Metadata, or ‘data about data’, is a crucial component of data management.

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Pipeline-centric Data Governance Metadata Government 52

Cloudera

AUGUST 10, 2021

Cloudera Manager enhancements for greater efficiency and hardened platform security. 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.

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Cloud Kafka Metadata SQL 96

Cloudera

NOVEMBER 29, 2023

That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments. It simplifies recording model parameters, metadata, and metrics ensuring transparent bookkeeping.

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Machine Learning Metadata Cloud Project 82

Netflix Tech

MARCH 10, 2023

By Meenakshi Jindal Overview At Netflix, we built the asset management platform (AMP) as a centralized service to organize, store and discover the digital media assets created during the movie production. This pattern grows over time when we need to access and update the existing assets metadata.

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Management Kafka Metadata Media 94

phData: Data Engineering

SEPTEMBER 19, 2023

With the amount of data companies are using growing to unprecedented levels, organizations are grappling with the challenge of efficiently managing and deriving insights from these vast volumes of structured and unstructured data. Check out our Data Governance on Snowflake blog! What is a Data Lake?

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Data Engineering Weekly

MARCH 10, 2024

Google: Croissant- a metadata format for ML-ready datasets Google Research introduced Croissant, a new metadata format designed to make datasets ML-ready by standardizing the format, facilitating easier use in machine learning projects. Pradheep Arjunan - Shared insights on AZ's journey from on-prem to the cloud data warehouses.

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Data Engineering Data Engineer Engineering Datasets 52

Workfall

JUNE 12, 2023

In this dynamic realm of data engineering, a monumental challenge takes centre stage: efficiently managing the ever-changing tides of real-time data. In this blog, we will cover: What Is CDC and Its Benefits? We will come up with more such use cases in our upcoming blogs. Where Is CDC Used and Who Uses It?

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Telecommunication Metadata Healthcare Finance 80

Cloudera

AUGUST 26, 2021

Apache Ozone is a scalable distributed object store that can efficiently manage billions of small and large files. Learn more about the impacts of global data sharing in this blog, The Ethics of Data Exchange. Ozone Namespace Overview. Data ingestion through ‘s3’. As described above, Ozone introduces volumes to the world of S3.

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Data Science Cloud Hadoop Metadata 107

Lyft Engineering

SEPTEMBER 6, 2023

Routing overrides metadata: embed metadata in API request headers defining which offloaded deployment the request will get routed to. Context propagation : routing overrides metadata is propagated throughout the service mesh. Routing overrides metadata with ProxyApp Staging overrides was well-received by our product engineers.

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Building Metadata Electronics Engineering 80

Netflix Tech

JANUARY 25, 2023

For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. Our team, Asset Management Platform, decided to create a generic service called Marken which allows any microservice at Netflix to annotate their entity. Actual data is stored in the metadata section of json.

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Algorithm Media Metadata Data Ingestion 113

Pinterest Engineering

NOVEMBER 7, 2023

For these reasons, and others detailed in our original PubSub Client blog post , our team has decided to invest in building, productionalizing, and most recently open-sourcing PubSub Client (PSC). years since our previous blog post, PSC has been battle-tested at large scale in Pinterest with notably positive feedback and results.

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Kafka Java Software Engineer Software Engineering 98

Databand.ai

AUGUST 30, 2023

This includes defining roles and responsibilities related to managing datasets and setting guidelines for metadata management. Risk mitigation and compliance management: Ensuring your organization’s adherence to industry regulations becomes easier with trustworthy datasets.

Building 52

Building Data Cleanse Data Governance Datasets 52

Data Engineering Podcast

MARCH 22, 2021

In this episode Raghu Murthy, founder and CEO of Datacoral, does a deep dive on how he and his team manage change data capture pipelines in production. With their managed Kubernetes platform it’s now even easier to deploy and scale your workflows, or try out the latest Helm charts from tools like Pulsar and Pachyderm.

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Data Warehouse Metadata Data Lake Hadoop 100

Cloudera

JUNE 7, 2023

It operates independently from compute and storage layers, offering integrated security and governance based on metadata. With Ranger, administrators can create default policies that deny access to all resources managed by Cloudera. The post How Cloudera Supports Zero Trust for Data appeared first on Cloudera Blog.

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Government Metadata Data Lake Data 78

Christophe Blefari

DECEMBER 3, 2022

Joe Reis launched his Substack — Joe is the co-author of the great The Fundamentals of Data Engineering and his blog already have 2 articles I deeply recommend: No extra credit for complexity & Groundhog Days. Often because we are stuck between in search of engineering stability while keeping fast delivery pace to follow growth.

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Kafka BI Finance Data 130

Workfall

AUGUST 23, 2023

Inside this directory, we’ll create a file named ‘manifest.json’ This file will play a crucial role in defining the metadata, permissions, and settings for our extension. For that, we need to go to “Extensions” and then choose “Manage Extensions” from the browser menu as shown in the picture below.

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Metadata Coding Project Utilities 83

Cloudera

MARCH 2, 2023

In this blog post, we are going to share with you how Cloudera Stream Processing ( CSP ) is integrated with Apache Iceberg and how you can use the SQL Stream Builder ( SSB ) interface in CSP to create stateful stream processing jobs using SQL. To provide the CM host we can copy the FQDN of the node where Cloudera Manager is running.

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Data Engineering Podcast

JANUARY 23, 2022

In this episode he shares his career journey, the challenges related to management of data professionals, and the platform design that he and his team have built to power analytics at a large company. You can observe your pipelines with built in metadata search and column level lineage. Closing Announcements Thank you for listening!

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Building Management Data Pipeline Metadata 100

Tweag

MARCH 11, 2024

But CISA encouraged me to publish the answer as a separate blog post. As you say in the Executive Summary, “Organizations of all sizes must track what software they own and operate to perform user support, inventory administration, and vulnerability management”. More details on this can be found here or here.

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Metadata Utilities Building Designing 60

Cloudera

MARCH 9, 2021

In this blog, we’ll highlight the key CDP aspects that provide data governance and lineage and show how they can be extended to incorporate metadata for non-CDP systems from across the enterprise. manage basic typedefs & classifications. manage entities (instances of typedefs). manage relations between entities.

Data Governance 93

Data Governance Government Metadata Datasets 93

Christophe Blefari

JANUARY 20, 2024

Read technical blogs, watch conferences and read 📘 Designing Data-Intensive Applications (even if it could be overkill). new concepts — in today's data engineering a lot of new concepts enter the field every year like quality, lineage, metadata management, governance, privacy, sharing, etc.

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Data Engineering Data Engineer Engineering Hadoop 130

Cloudera

JULY 14, 2023

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. In this blog, I will describe a few strategies one could undertake for various use cases. This will be discussed in a later blog.

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Metadata Data Warehouse Big Data Ecosystem Java 69

Cloudyard

APRIL 4, 2024

This blog post explores how Snowpark, a powerful tool for data processing within Snowflake, can be used to perform RFM segmentation and unlock actionable customer insights. However, the volume of daily transaction data poses challenges in effectively segmenting customers and optimizing engagement.

Retail 40

Retail Data Ingestion Metadata Datasets 40

Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

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Datasets Metadata Algorithm Architecture 89

Cloudera

JULY 15, 2021

This blog post provides an overview of best practice for the design and deployment of clusters incorporating hardware and operating system configuration, along with guidance for networking and security as well as integration with existing enterprise infrastructure. Introduction and Rationale. Role allocation.

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Architecture Cloud Kafka Hadoop 96

LinkedIn Engineering

DECEMBER 19, 2023

This made verifying changes and managing complex workflows challenging, as the deployment framework failed to monitor critical metrics like RPCQueueTimeAvgTime for namenode, which needs to be less than 10 milliseconds, that are essential for meeting strict service level agreements (SLAs).

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Big Data Hadoop Metadata Data 92

Cloudera

MARCH 3, 2022

Data analytics and machine learning can become a business and a compliance risk if data security, governance, lineage, metadata management, and automation are not holistically applied across the entire data lifecycle and all environments. It delivers transparent data security and governance policy management as well as enforcement.

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Data Governance Government Metadata Medical 95

Databand.ai

AUGUST 30, 2023

DataOps is a collaborative approach to data management that combines the agility of DevOps with the power of data analytics. It encompasses the systems, tools, and processes that enable businesses to manage their data more efficiently and effectively.

Architecture 52

Architecture Data Ingestion Data Governance Data Cleanse 52

Cloudera

JUNE 25, 2021

The Replication Manager service facilitates both disaster recovery and data migration across different environments. Replication Manager can be used to migrate Apache Hive, Apache Impala, and HDFS objects from CDH clusters to CDP Public Cloud clusters. The Replication Manager support matrix is documented in our public docs.

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