François Nguyen

JANUARY 18, 2021

In every step,we do not just read, transform and write data, we are also doing that with the metadata. Every data governance policy about this topic must be read by a code to act in your data platform (access management, masking, etc.) Who has an access to this Data ? Last part, it was added the data security and privacy part.

Data Governance 130

Data Governance Metadata Government Data Pipeline 130

Netflix Tech

JUNE 1, 2023

New content or national events may drive brief spikes, but, by and large, traffic is usually smoothly increasing or decreasing. It also included metadata about ads, such as ad placement and impression-tracking events. We stored these responses in a Keystone stream with outputs for Kafka and Elasticsearch.

Algorithm 136

Algorithm Metadata Kafka Systems 136

Netflix Tech

NOVEMBER 14, 2023

Input : List of source tables and required processing mode Output : Psyberg identifies new events that have occurred since the last high watermark (HWM) and records them in the session metadata table. The session metadata table can then be read to determine the pipeline input. Audit Run various quality checks on the staged data.

Metadata 97

Metadata Data Pipeline Scala Data Workflow 97

François Nguyen

MARCH 22, 2021

Data & Metadata : the data of the data product in many possible storages if needed but also the metadata (data on data) Infrastructure : you will need compute & storage but with the Serverless philisophy, we want to make it totally transparent and stay focus on the first two dimensions. What you have to code is this workflow !

Architecture 130

Architecture Technology Google Cloud Metadata 130

Data Engineering Podcast

AUGUST 21, 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!

Metadata 100

Metadata MongoDB MySQL Data Lake 100

Data Engineering Podcast

AUGUST 28, 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!

Data Engineering 100

Data Engineering Data Engineer MongoDB Metadata 100

Confluent

FEBRUARY 21, 2019

During a recent talk titled Hunters ATT&CKing with the Right Data , which I presented with my brother Jose Luis Rodriguez at ATT&CKcon, we talked about the importance of documenting and modeling security event logs before developing any data analytics while preparing for a threat hunting engagement. Yeah…I can do that already!

Process 81

Process Kafka Datasets SQL 81

Data Engineering Podcast

MARCH 27, 2022

Their SDKs make event streaming from any app or website easy, and their state-of-the-art reverse ETL pipelines enable you to send enriched data to any cloud tool. Acryl]([link] The modern data stack needs a reimagined metadata management platform. Acryl]([link] The modern data stack needs a reimagined metadata management platform.

Data Governance 130

Data Governance Government Cloud Building 130

Cloudera

AUGUST 10, 2021

Impala Row Filtering to set access policies for rows when reading from a table. 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 1: sales group SELECT access.

Cloud 96

Cloud Kafka Metadata SQL 96

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

Data Engineering Podcast

FEBRUARY 20, 2022

Their SDKs and plugins make event streaming easy, and their integrations with cloud applications like Salesforce and ZenDesk help you go beyond event streaming. You can observe your pipelines with built in metadata search and column level lineage. What are some of the ways that you make your data accessible to AI/ML engineers?

Systems 100

Systems Software Engineer Software Engineering Data Warehouse 100

Cloudera

MARCH 14, 2023

When a draft is ready to be deployed in production, it is published to the Catalog, and can be productionalized with serverless DataFlow Functions for event-driven, micro-bursty use cases or auto-scaling DataFlow Deployments for low latency, high throughput use cases.

Data Pipeline 81

Data Pipeline Designing Kafka Metadata 81

Cloudera

DECEMBER 9, 2022

This observation further emphasizes the need for universal developer accessibility , which makes sure that developer tooling is easy to use for newcomers while giving power users the advanced options they need. A critical aspect of universal developer accessibility is to provide dataflow development as a self-service offering to developers.

Designing 96

Designing Coding Google Cloud AWS 96

Cloudera

SEPTEMBER 23, 2020

Comprehensive auditing is provided to enable enterprises to effectively and efficiently meet their compliance requirements by auditing access and other types of operations across OpDB (through HBase). User, business classification of asset accessed. Policy outcome (access or deny). Policy outcome (access or deny).

Database 81

Database Data Lake Metadata Java 81

Netflix Tech

MARCH 7, 2024

Thanks to Arrow, data can be accessed through these libraries in a zero-copy fashion. Training an explainer model therefore requires: Access to the original model and its training environment, and Dependencies specific to building the explainer model. Correspondingly, each application brings its own bespoke set of dependencies.

Systems 90

Systems Media Machine Learning Data Warehouse 90

Engineering at Meta

AUGUST 29, 2023

How BentoOperator works In order to address the majority of the concerns highlighted above, we perform the notebook execution state in a container without access to the network. In the event that the notebook execution fails for whatever reason, the schedule owner is automatically notified. We’re calling this: BentoOperator.

SQL 81

SQL Metadata Coding Data Analysis 81

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. Accessibility of all namenodes. 0 missing blocks.

Big Data 92

Big Data Hadoop Metadata Data 92

Monte Carlo

MAY 18, 2023

You may even already have access to one of them. No-code Editor : It’s possible to augment the lineage captured from machine metadata with a drag and drop no-code editor. One reviewer said, “I’m in the process of setting up OpenMetadata in our org, ingesting metadata from Athena, Superset and Dagster.

Metadata 64

Metadata Data Lake Government Data Governance 64

Rockset

SEPTEMBER 26, 2023

AI-powered applications almost always need access to real-time data to deliver accurate results in a responsive user experience that the market has come to expect. As smart as ChatGPT appears to be, it can’t summarize current events accurately if it was last trained a year ago and not told what’s happening now.

Metadata 64

Metadata Kafka Cloud Database 64

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. Keep data lineage secure and governed.

Manufacturing 108

Manufacturing Retail Entertainment Government 108

Data Engineering Podcast

JANUARY 23, 2022

You can observe your pipelines with built in metadata search and column level lineage. With complete API access, a user-friendly interface, and automated yet flexible alerting, you’ve got everything you need to establish and maintain trust in your data. What have been some of the recurring themes that are discussed in those events?

Building 100

Building Management Data Pipeline Metadata 100

Netflix Tech

JUNE 7, 2021

By collecting, accessing and analyzing network data from a variety of sources like VPC Flow Logs , ELB Access Logs, eBPF flow logs on the instances, etc, we can provide network insight to users and central teams through multiple data visualization techniques like Lumen , Atlas , etc.

Transportation 130

Transportation AWS Cloud Metadata 130

Netflix Tech

SEPTEMBER 29, 2022

Timestone clients can create queues, enqueue messages with user-defined deadlines and metadata, then dequeue these messages in an earliest-deadline-first (EDF) fashion. messages that belong to queue X and have metadata Y”) is also supported. Allow for dequeueing and queue depth querying using filters (metadata key-value pairs) 4.

Systems 85

Systems Metadata Media Kafka 85

Cloudera

JULY 14, 2023

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. Query engines (Impala, Hive, Spark) might mitigate some of these problems by using Iceberg’s metadata files.

Metadata 69

Metadata Data Warehouse Big Data Ecosystem Java 69

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? Sign up free at dataengineeringpodcast.com/rudder today.

Data Warehouse 100

Data Warehouse Metadata Data Lake Hadoop 100

Netflix Tech

NOVEMBER 28, 2018

Even with detection capabilities, there is a risk that exposed credentials can provide access to sensitive data and/or the ability to cause damage in our environment. Today, we would like to share two additional layers of security: API enforcement and metadata protection.

AWS 95

AWS Metadata Amazon Web Services Cloud 95

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. Once a dataset has been located, how does Amundsen simplify the process of accessing that data for analysis or further processing?

PostgreSQL 100

PostgreSQL MongoDB Metadata Media 100

Silectis

FEBRUARY 3, 2021

With access to data lineage tooling, a data producer is empowered to quickly identify each of the impacted downstream pipelines and notify the owners of the error. Backed by a robust metadata repository, Magpie leverages activity tracking and data governance to offer a comprehensive suite of automated data lineage features.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Lake 52

Netflix Tech

SEPTEMBER 28, 2021

Metadata Driven : Plugin modules are defined from a configuration which could be injected at any point in the application lifecycle. The sequence of events in order to accomplish the above rendering process would be handled by three components?—?our Next, the framework will dispatch events as they flow through the application.

Building 96

Building Metadata Designing Coding 96

Data Engineering Podcast

MAY 3, 2021

They explain how to think about your data systems in a holistic and maintainable fashion, the security challenges that threaten to derail your efforts, and the power of using metadata as the foundation of everything that you do. What are some of the things that DataOps isn’t (despite what marketers might say)?

Data Warehouse 100

Data Warehouse Data Pipeline BI Metadata 100

AltexSoft

AUGUST 29, 2023

Such an object storage model allows metadata tagging and incorporating unique identifiers, streamlining data retrieval and enhancing performance. Data storage and processing The data storage and processing layer is where the ingested data resides and undergoes transformations to make it more accessible and valuable for analysis.

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

Data Engineering Podcast

SEPTEMBER 14, 2020

Tree Schema is a data catalog that is making metadata management accessible to everyone. 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.

Process 100

Process Unstructured Data Metadata Data Engineering 100

ProjectPro

FEBRUARY 16, 2023

Security AWS offers various security features companies can use to protect their data, such as encryption, access controls, and network isolation. AWS Glue has a central metadata repository called the Glue catalog. The crawler also helps detect any changes in schema and updates metadata as required.

AWS 52

AWS Data Management ETL Tools Management 52

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. or higher with Kerberos enabled and admin access to both Ranger and Atlas. For example, my data volume could contain multiple buckets for every stage of the data, and I can control who accesses each stage.

Hadoop 104

Hadoop Kafka Datasets Government 104

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.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 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. . This led them to fall behind. Our solution: Cloudera Data Visualization.

Unstructured Data 80

Unstructured Data Data Warehouse Pharmaceutical MySQL 80

Precisely

SEPTEMBER 15, 2023

The Emerging Business Imperative of Data Governance Data governance is a framework for aligning people, processes, and technology, enabling them to understand their data and metadata and giving them the tools to transform it into tangible business value. Users need to know where to find data, and they need timely access to it.

Data Governance 52

Data Governance Government Programming Data 52