erwin

MAY 20, 2020

Neither of these are a sound strategy. Deploying a Data Governance Strategy. Deploying individual data governance elements does not constitute a strategy, much less a sustainable program. These issues can be addressed with a comprehensive data governance strategy and technology to: Determine master data sets.

Data Governance 144

Data Governance Metadata Risk Strategy 144

AWS Big Data

MARCH 2, 2023

Apache Iceberg is an open table format for very large analytic datasets, which captures metadata information on the state of datasets as they evolve and change over time. Apache Iceberg addresses customer needs by capturing rich metadata information about the dataset at the time the individual data files are created.

Data Lake 136

Data Lake Data Processing Metadata Snapshot 136

erwin

APRIL 16, 2021

Beginning strategy processes. This webinar will discuss how to answer critical questions through data catalogs and business glossaries, powered by effective metadata management. You’ll also see a demo of the erwin Data Intelligence Suite that includes both data catalog, business glossary and metadata-driven automation.

Data Governance 128

Data Governance Metadata Cost-Benefit Data-driven 128

erwin

JUNE 22, 2020

Now that pulling stakeholders into a room has been disrupted … what if we could use this as 40 opportunities to update the metadata PER DAY? Overcoming the 80/20 Rule with Micro Governance for Metadata. Micro governance is a strategy that leverages the native functionality around workflows. Request a free demo of erwin DI.

Metadata 105

Metadata Data Governance Digital Transformation Measurement 105

erwin

DECEMBER 12, 2019

Metadata is an important part of data governance, and as a result, most nascent data governance programs are rife with project plans for assessing and documenting metadata. But in many scenarios, it seems that the underlying driver of metadata collection projects is that it’s just something you do for data governance.

Metadata 52

Metadata Data Governance Digital Transformation Data Quality 52

erwin

JULY 12, 2019

So it’s important to understand how to use strategic data governance to manage the complexity of regulatory compliance and other business objectives … Designing and Operationalizing Regulatory Compliance Strategy. First you need to analyze and design your compliance strategy and tactics, and then you need to operationalize them.

Data Governance 110

Data Governance Management Metadata Risk Management 110

Alation

MAY 10, 2021

In other words, they have a system in place for a data-driven strategy. The catalog gathers metadata, (or data about data), to add context to every asset. In phase one, an enterprise must create a data strategy , which will inform later plans. With a strategy in place, the next two phases are preparation and implementation.

Strategy 80

Strategy Enterprise Data Strategy Data Governance 80

Rocket-Powered Data Science

JULY 19, 2023

These three emergent analytics products are: (a) Sentinel Analytics – focused on monitoring (“keeping an eye on”) multiple enterprise systems and business processes, as part of an observability strategy for time-critical business insights discovery and value creation from enterprise data sources.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

erwin

SEPTEMBER 17, 2020

With automation in place, you just need to develop backup strategies for your data with a consistent scheduling process. erwin Data Intelligence (erwin DI) helps bind business terms to technical data assets with a complete data lineage of scanned metadata assets. However, different types of data need to be treated differently.

Cost-Benefit 143

Cost-Benefit Data Governance Metadata Reporting 143

AWS Big Data

SEPTEMBER 13, 2023

The File Manager Lambda function consumes those messages, parses the metadata, and inserts the metadata to the DynamoDB table odpf_file_tracker. It also updates technical metadata in the AWS Glue Data Catalog. Navigate to the bucket odpf-demo-code-artifacts-EXAMPLE-BUCKET and create a folder called glue_scripts.

Data Lake 110

Data Lake Data Processing Metadata Snapshot 110

DataRobot Blog

SEPTEMBER 1, 2022

This feature will compute some DataRobot monitoring calculations outside of DataRobot and send the summary metadata to MLOps. This strategy allows handling billions of rows per day. Request a Demo. New DataRobot Large Scale Monitoring allows you to access aggregated prediction statistics. Learn More About DataRobot MLOps.

Metrics 145

Metrics Statistics Modeling Data Science 145

Alation

MARCH 14, 2023

Data gathering and use pervades almost every business function these days — and it’s widely acknowledged that businesses with a clear strategy around data are best placed to succeed in competitive, challenging markets such as defence. What is a data strategy? Why is a data strategy important?

Data Strategy 52

Data Strategy Strategy Metadata Data Quality 52

Cloudera

FEBRUARY 14, 2024

This blog discusses a few problems that you might encounter with Iceberg tables and offers strategies on how to optimize them in each of those scenarios. You can take advantage of a combination of the strategies provided and adapt them to your particular use cases. There are three strategy options available.

Optimization 59

Optimization Strategy Snapshot Metadata 59

IBM Big Data Hub

OCTOBER 4, 2023

It’s no longer a nice-to-have, but an integral part of a successful data strategy. Also, a lakehouse can introduce definitional metadata to ensure clarity and consistency, which enables more trustworthy, governed data. The first step for successful AI is access to trusted, governed data to fuel and scale the AI.

Data Lake 77

Data Lake Metadata Data Warehouse Cost-Benefit 77

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

AWS Big Data

APRIL 29, 2024

Join us as we navigate these advanced security strategies in the context of Kubernetes and cloud computing. In this case, it’s dep-demo-eks-cluster-ap-northeast-1. We show how Ranger integrates with Hadoop components like Apache Hive, Spark, Trino, Yarn, and HDFS, providing secure and efficient data management in a cloud environment.

Management 115

Management Big Data Data Warehouse Metadata 115

AWS Big Data

OCTOBER 4, 2023

An Amazon DataZone domain contains an associated business data catalog for search and discovery, a set of metadata definitions to decorate the data assets that are used for discovery purposes, and data projects with integrated analytics and ML tools for users and groups to consume and publish data assets.

Metadata 118

Metadata Data Lake Publishing Data Governance 118

AWS Big Data

FEBRUARY 24, 2023

Athena uses the AWS Glue Data Catalog to store and retrieve table metadata for the Amazon S3 data in Iceberg format. Before proceeding with the demo, create a folder named custdata under the created S3 bucket. For Data stream name , enter demo-data-stream. Select the Kinesis data stream demo-data-stream.

Data Lake 98

Data Lake Metadata Testing Data Warehouse 98

erwin

MARCH 18, 2021

The e-guide takes a deep dive into the evolving role of CDOs at financial organizations, tapping into the minds of 100+ financial global financial leaders and C-suite executives to look at the latest trends and provide a roadmap for developing an offensive data management strategy. They struggle to apply metadata. Start Free Demo.

Management 82

Management Data Governance Metadata Risk 82

AWS Big Data

NOVEMBER 29, 2023

Materializations – Materializations are strategies for persisting dbt models in a warehouse. There are three strategies for incremental materialization. The merge strategy requires hudi , delta , or iceberg. With the other two strategies, append and insert_overwrite , you can use csv , parquet , hudi , delta , or iceberg.

Data Lake 121

Data Lake Management Metrics Data Warehouse 121

Cloudera

JULY 13, 2023

In this blog, we will discuss performance improvement that Cloudera has contributed to the Apache Iceberg project in regards to Iceberg metadata reads, and we’ll showcase the performance benefit using Apache Impala as the query engine. Impala can access Hive table metadata fast because HMS is backed by RDBMS, such as mysql or postgresql.

Metadata 70

Metadata Snapshot Data Warehouse Statistics 70

AWS Big Data

SEPTEMBER 6, 2023

This creates a demo environment, including an MSK Serverless cluster , three Lambda functions, and an API Gateway that consumes the messages from the Kafka topic. In his free time, Marvin enjoys cycling and strategy board games. For testing, this post includes a sample AWS Cloud Development Kit (AWS CDK) application.

Testing 115

Testing Metadata Cost-Benefit Internet of Things 115

Octopai

JUNE 24, 2019

This maintains a high priority in your data governance strategy. As such, your chosen tool must provide data quality management, perform data movement, track modifications of metadata objects, support cascade changes, expose metadata, and be capable of printing visual representations of data lineage.

Data Governance 58

Data Governance Metadata Unstructured Data Software 58

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. The earliest DI use cases leveraged metadata — EG, popularity rankings reflecting the most used data — to surface assets most useful to others. Again, metadata is key. Data Governance and Data Strategy. Source: “What’s Your Data Strategy?”

Metadata 64

Metadata Data Governance Dashboards Software 64

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. You’ll ensure accurate reporting, see how crucial calculations were derived, and gain confidence in your data management framework and strategy. Schedule a demo with a MANTA engineer to learn more. Don’t wait.

Cost-Benefit 90

Cost-Benefit Metadata Data Governance Reporting 90

Cloudera

AUGUST 4, 2021

The data is profiled and enhanced with rich metadata—including operational, social, and business context—creating trusted and reusable data assets and making them discoverable. This all requires a proactive governance strategy. For more information on Security and Governance with Cloudera Shared Data Experience (SDX), watch our demo.

Data Governance 86

Data Governance Metadata Data-driven Enterprise 86

AWS Big Data

JANUARY 9, 2024

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. You can also try out the demo of cross-modal textual and image search , which shows searching for images using textual descriptions.

Visualization 118

Visualization Cost-Benefit Modeling Machine Learning 118

Alation

MAY 24, 2022

Additionally, a set of key features will accelerate data governance and simplify the security of sensitive metadata. A pillar of Alation’s platform strategy is openness and extensibility. Such a simple yet powerful metadata change mechanism accelerates governance, especially for compliance and auditing requirements.

Data Quality 98

Data Quality Data Governance Metadata Metrics 98

Cloudera

JULY 14, 2023

Depending on the size and usage patterns of the data, several different strategies could be pursued to achieve a successful migration. In this blog, I will describe a few strategies one could undertake for various use cases. Query engines (Impala, Hive, Spark) might mitigate some of these problems by using Iceberg’s metadata files.

Snapshot 70

Snapshot Data Warehouse Metadata Optimization 70

AWS Big Data

JANUARY 25, 2023

To adeptly handle the two predominant workloads, OpenSearch Serverless applies different sharding and indexing strategies. For data older than 24 hours, OpenSearch Serverless only caches metadata and fetches the necessary data blocks from Amazon S3 based on query access. This model also helps pack more data while controlling the costs.

Management 124

Management Dashboards Metadata Analytics 124

erwin

MARCH 18, 2021

The e-guide takes a deep dive into the evolving role of CDOs at financial organizations, tapping into the minds of 100+ financial global financial leaders and C-suite executives to look at the latest trends and provide a roadmap for developing an offensive data management strategy. They struggle to apply metadata. Start Free Demo.

Management 64

Management Data Governance Metadata Risk 64

Ontotext

DECEMBER 1, 2023

Atanas Kiryakov presenting at KGF 2023 about Where Shall and Enterprise Start their Knowledge Graph Journey Only data integration through semantic metadata can drive business efficiency as “it’s the glue that turns knowledge graphs into hubs of metadata and content”.

Metadata 78

Metadata Sales Machine Learning Consulting 78

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Common Crawl data The Common Crawl raw dataset includes three types of data files: raw webpage data (WARC), metadata (WAT), and text extraction (WET).

Metadata 121

Metadata Modeling Data Processing Unstructured Data 121

Alation

AUGUST 11, 2022

We chatted about industry trends, why decentralization has become a hot topic in the data world, and how metadata drives many data-centric use cases. It’s a data integration pattern that brings together different systems, with the metadata, knowledge graphs, and a semantic layer on top. Data fabric is a technology architecture.

Metadata 52

Metadata Data Warehouse Data Quality Data Lake 52

Alation

NOVEMBER 22, 2022

A comprehensive data governance strategy ensures that you have quality data so you can leverage insights for data-driven decision making. Data governance is the foundation for these strategies. When governments and agencies implement connected and interoperable data governance strategies, they unlock the benefits their data provides.

Data Governance 52

Data Governance Metadata Data-driven Unstructured Data 52

erwin

JANUARY 11, 2019

Organizations have spent a lot of time and money trying to harmonize data across diverse platforms , including cleansing, uploading metadata, converting code, defining business glossaries, tracking data transformations and so on. If you want more control over and more value from all your data, join us for a demo of erwin MM.

Data Governance 40

Data Governance Risk Metadata Management 40

AWS Big Data

SEPTEMBER 26, 2024

Test the solution In this demo, we can initiate the workflow by uploading documents to the raw prefix. Results can vary depending on the large language model (LLM) and prompt strategies selected. In our example, we use PDF files from the AWS Prescriptive Guidance portal. Run sam delete from CloudShell.

Data Lake 114

Data Lake Cost-Benefit Unstructured Data Modeling 114