erwin

AUGUST 28, 2020

That’s because data’s value depends on the context in which it exists: too much unstructured or poor-quality data and meaning is lost in a fog; too little insight into data’s lineage, where it is stored, or who has access and the organization becomes an easy target for cybercriminals and/or non-compliance penalties. Think about it.

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

AWS Big Data

OCTOBER 29, 2024

The CDH is used to create, discover, and consume data products through a central metadata catalog, while enforcing permission policies and tightly integrating data engineering, analytics, and machine learning services to streamline the user journey from data to insight. This led to inefficiencies in data governance and access control.

Data Lake 88

Data Lake Sales Metadata Machine Learning 88

AWS Big Data

NOVEMBER 6, 2024

Load balancing challenges with operating custom stream processing applications Customers processing real-time data streams typically use multiple compute hosts such as Amazon Elastic Compute Cloud (Amazon EC2) to handle the high throughput in parallel. KCL uses DynamoDB to store metadata such as shard-worker mapping and checkpoints.

Cost-Benefit 108

Cost-Benefit Metadata Optimization Publishing 108

Cloudera

DECEMBER 6, 2024

Hosted weekly by Paul Muller, The AI Forecast speaks to experts in the space to understand the ins and outs of AI in the enterprise, the kinds of data architectures and infrastructures that support it, the guardrails that should be put in place, and the success stories to emulateor cautionary tales to learn from. What does that look like?

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

CIO Business Intelligence

JANUARY 9, 2025

Content management systems: Content editors can search for assets or content using descriptive language without relying on extensive tagging or metadata. The challenge in the future will not be scarcity, but abundance: identifying and prioritizing the most promising opportunities. Lets look at some specific examples.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

AWS Big Data

JUNE 17, 2024

The solution for this post is hosted on GitHub. Backup and restore architecture The backup and restore strategy involves periodically backing up Amazon MWAA metadata to Amazon Simple Storage Service (Amazon S3) buckets in the primary Region. This is the bucket where you host all of your DAGs for your environment. [1.b]

Strategy 103

Strategy Metadata Recreation/Entertainment Metrics 103

AWS Big Data

OCTOBER 24, 2024

Launch an EC2 instance Note : Make sure to deploy the EC2 instance for hosting Jenkins in the same VPC as the OpenSearch domain. Amazon OpenSearch Service is a fully managed service for search and analytics. If you don’t have one, you can create an account. You also need an Amazon OpenSearch Service domain.

Visualization 91

Visualization Management Data Processing Testing 91

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML).

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

OCTOBER 15, 2024

The data catalog is critical because it’s where business manages its metadata,” said Venkat Rajaji, Senior Vice President of Product Management at Cloudera. “The The data catalog is critical because it’s where business manages its metadata,” said Venkat Rajaji, Senior Vice President of Product Management at Cloudera.

Metadata 117

Metadata Data Processing Uncertainty Data Warehouse 117

CIO Business Intelligence

SEPTEMBER 23, 2024

Specifically, what the DCF does is capture metadata related to the application and compute stack. Because much of today’s data is created and handled in a distributed topology, the DCF tags specific pieces of data that have traversed a range of hosts.

Manufacturing 122

Manufacturing Internet of Things Metadata Risk 122

AWS Big Data

DECEMBER 16, 2024

With the ability to browse metadata, you can understand the structure and schema of the data source, identify relevant tables and fields, and discover useful data assets you may not be aware of. For Host , enter your host name of your Aurora PostgreSQL database cluster. For Name , enter postgresql_source. Choose Add data.

Visualization 71

Visualization Data Processing Testing Publishing 71

AWS Big Data

OCTOBER 30, 2024

For this use case, create a data source and import the technical metadata of four data assets— customers , order_items , orders , products , reviews , and shipments —from AWS Glue Data Catalog. Publish data assets – As the data producer from the retail team, you must ingest individual data assets into Amazon DataZone.

Visualization 115

Visualization Data Lake Testing Data Governance 115

AWS Big Data

APRIL 17, 2024

The following diagram illustrates an indexing flow involving a metadata update in OR1 During indexing operations, individual documents are indexed into Lucene and also appended to a write-ahead log also known as a translog. To sustainably support high indexing volume and provide durability, we built the OR1 instance family.

Optimization 125

Optimization Snapshot Metadata Cost-Benefit 125

AWS Big Data

DECEMBER 10, 2024

Select the Consumption hosting plan and then choose Select. Save the federation metadata XML file You use the federation metadata file to configure the IAM IdP in a later step. In the Single sign-on section , under SAML Certificates , choose Download for Federation Metadata XML. Log in with your Azure account credentials.

Sales 92

Sales Metadata Enterprise Testing 92

AWS Big Data

JUNE 24, 2024

For the client to resolve DNS queries for the custom domain, an Amazon Route 53 private hosted zone is used to host the DNS records, and is associated with the client’s VPC to enable DNS resolution from the Route 53 VPC resolver. The Kafka client uses the custom domain bootstrap address to send a get metadata request to the NLB.

Advertising 103

Advertising Data Processing Metadata Management 103

AWS Big Data

DECEMBER 19, 2024

After you create the asset, you can add glossaries or metadata forms, but its not necessary for this post. After you create the asset, you can add glossaries or metadata forms, but its not necessary for this post. When the request is approved, capture the subscription created event using an EventBridge rule. Enter a name for the asset.

Publishing 77

Publishing Unstructured Data Metadata Data-driven 77

AWS Big Data

JUNE 7, 2023

In this blog, we discuss the technical challenges faced by Cargotec in replicating their AWS Glue metadata across AWS accounts, and how they navigated these challenges successfully to enable cross-account data sharing. Solution overview Cargotec required a single catalog per account that contained metadata from their other AWS accounts.

Metadata 59

Metadata Data Lake Machine Learning Big Data 59

AWS Big Data

MAY 7, 2024

This post explains how you can extend the governance capabilities of Amazon DataZone to data assets hosted in relational databases based on MySQL, PostgreSQL, Oracle or SQL Server engines. Second, the data producer needs to consolidate the data asset’s metadata in the business catalog and enrich it with business metadata.

Metadata 86

Metadata Data Lake Data Processing Data-driven 86

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model. But – you need those mission critical analytics services, and you need them now! .

Data Warehouse 94

Data Warehouse Data Lake IT Analytics 94

datapine

SEPTEMBER 29, 2022

What Is Data Quality Management (DQM)? Data quality management is a set of practices that aim at maintaining a high quality of information. It goes all the way from the acquisition of data and the implementation of advanced data processes, to an effective distribution of data. It also requires a managerial oversight of the information you have.

Data Quality 241

Data Quality Metrics Data-driven Management 241

erwin

APRIL 16, 2021

erwin recently hosted the third in its six-part webinar series on the practice of data governance and how to proactively deal with its complexities. Led by Frank Pörschmann of iDIGMA GmbH, an IT industry veteran and data governance strategist, this latest webinar focused on “ Data Governance Maturity & Tracking Progress.”. Predictability.

Data Governance 128

Data Governance Metadata Cost-Benefit Data-driven 128

AWS Big Data

OCTOBER 11, 2023

The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day.

Management 117

Management Metadata Analytics Dashboards 117

AWS Big Data

OCTOBER 3, 2023

This means the data files in the data lake aren’t modified during the migration and all Apache Iceberg metadata files (manifests, manifest files, and table metadata files) are generated outside the purview of the data. In this method, the metadata are recreated in an isolated environment and colocated with the existing data files.

Data Lake 115

Data Lake Metadata Snapshot Recreation/Entertainment 115

Cloudera

AUGUST 26, 2021

Before we jump into the data ingestion step, here is a quick overview of how Ozone manages its metadata namespace through volumes, buckets and keys. . If created using the Filesystem interface, the intermediate prefixes ( application-1 & application-1/instance-1 ) are created as directories in the Ozone metadata store.

Data Science 113

Data Science Forecasting Metadata Machine Learning 113

AWS Big Data

FEBRUARY 27, 2024

Migration of metadata such as security roles and dashboard objects will be covered in another subsequent post. Update the following information for the source: Uncomment hosts and specify the endpoint of the existing OpenSearch Service endpoint. Since its release, the interest for OpenSearch Serverless had been steadily growing.

Metadata 109

Metadata Data Processing Dashboards IoT 109

CIO Business Intelligence

SEPTEMBER 23, 2022

A private cloud can be hosted either in an organization’s own?data An organization may host some services in one cloud and others with a different provider. True Sovereign Clouds require a higher level of protection and risk management for data and metadata than a typical public cloud.

Data Processing 98

Data Processing Metadata Cost-Benefit Risk Management 98

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets. Introduction to the Data Mesh Architecture.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

APRIL 25, 2024

In the second account, Amazon MWAA is hosted in one VPC and Redshift Serverless in a different VPC, which are connected through VPC peering. Otherwise, it will check the metadata database for the value and return that instead. A Redshift Serverless workgroup is secured inside private subnets across three Availability Zones.

Metadata 115

Metadata Data Processing Management Testing 115

AWS Big Data

JUNE 10, 2024

Organizations have multiple Hive data warehouses across EMR clusters, where the metadata gets generated. The onboarding of producers is facilitated by sharing metadata, whereas the onboarding of consumers is based on granting permission to access this metadata. The producer account will host the EMR cluster and S3 buckets.

Data Lake 95

Data Lake Metadata Data Warehouse Data Processing 95

Cloudera

OCTOBER 25, 2021

Cruise Control will automatically rebalance the partition replicas on the cluster making use of the newly added brokers in the event of an up scale, or down scaling will move replicas off the hosts that are targeted to be decommissioned. an Atlas hook was provided that once configured allows for Kafka metadata to be collected.

Metrics 91

Metrics Data Processing Metadata Management 91

AWS Big Data

DECEMBER 13, 2023

BMS’s EDLS platform hosts over 5,000 jobs and is growing at 15% YoY (year over year). EDLS job steps and metadata Every EDLS job comprises one or more job steps chained together and run in a predefined order orchestrated by the custom ETL framework. It retrieves the specified files and available metadata to show on the UI.

Metadata 100

Metadata Data Lake Visualization Data Quality 100

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

Cloudera

MARCH 2, 2023

The CM Host field is only available in the CDP Public Cloud version of SSB because the streaming analytics cluster templates do not include Hive, so in order to work with Hive we will need another cluster in the same environment, which uses a template that has the Hive component. Try it out yourself!

Snapshot 114

Snapshot Data Processing Metadata Data Processing 114

Smart Data Collective

APRIL 14, 2021

it offers data connectors, visualization layers, and hosting all in one package, making it ideal for teams that are data-driven with limited resources. Business intelligence tools empower your business decision-making process by combining different sets of data. Boost revenue. It comes with embedded dashboards privately and publicly.

Business Intelligence 138

Business Intelligence Dashboards Visualization Big Data 138

CIO Business Intelligence

JUNE 14, 2024

If it isn’t hosted on your infrastructure, you can’t be as certain about its security posture. The solution scans your data sources to create context-informed metadata, which it sends to the LLM along with your query. According to McKinsey, GenAI could bring savings opportunities of up to $2.6

Dashboards 124

Dashboards Visualization Business Intelligence Risk 124

AWS Big Data

DECEMBER 19, 2024

Each service is hosted in a dedicated AWS account and is built and maintained by a product owner and a development team, as illustrated in the following figure. HEMA is a household Dutch retail brand name since 1926, providing daily convenience products using unique design.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

AWS Big Data

MAY 4, 2023

Amazon’s Open Data Sponsorship Program allows organizations to host free of charge on AWS. These datasets are distributed across the world and hosted for public use. Data scientists have access to the Jupyter notebook hosted on SageMaker. The OpenSearch Service domain stores metadata on the datasets connected at the Regions.

Data Processing 108

Data Processing Metadata Informatics Interactive 108