AWS Big Data

NOVEMBER 19, 2024

Add Amplify hosting Amplify can host applications using either the Amplify console or Amazon CloudFront and Amazon Simple Storage Service (Amazon S3) with the option to have manual or continuous deployment. For simplicity, we use the Hosting with Amplify Console and Manual Deployment options.

Data Processing 92

Data Processing Metadata Publishing Testing 92

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. On your project, in the navigation pane, choose Data.

Visualization 83

Visualization Data Processing Testing Publishing 83

Teradata

MAY 30, 2025

Enter the host, user, and password, which are the same as those used by your Vantage instance (or ClearScape Analytics™ environment). schema.yml`: YAML file defining metadata, tests, and descriptions for the models in this directory. schema.yml`: YAML file defining metadata, tests, and descriptions for the staging models.

Data Integration 52

Data Integration Data Processing Metadata Testing 52

AWS Big Data

NOVEMBER 11, 2024

For example, you can use metadata about the Kinesis data stream name to index by data stream ( ${getMetadata("kinesis_stream_name") ), or you can use document fields to index data depending on the CloudWatch log group or other document data ( ${path/to/field/in/document} ).

Metadata 118

Metadata Metrics Analytics Data Processing 118

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 102

Sales Metadata Enterprise Testing 102

AWS Big Data

JULY 7, 2025

In this post, we show you how Stifel implemented a modern data platform using AWS services and open data standards, building an event-driven architecture for domain data products while centralizing the metadata to facilitate discovery and sharing of data products.

Data-driven 59

Data-driven Metadata Digital Transformation Data Lake 59

KDnuggets

JULY 11, 2025

Preprocessing steps like cleaning formatting, extracting metadata, and creating document summaries improve retrieval accuracy. Vector Databases and Embedding Strategies : RAG systems rely on semantic search to find relevant information, requiring documents converted into vector embeddings that capture meaning rather than keywords.

Machine Learning 126

Machine Learning Testing Data Science Cost-Benefit 126

AWS Big Data

JUNE 24, 2025

With data lineage, now part of SageMaker Catalog, domain administrators and data producers can centralize lineage metadata of their data assets in a single place. You can track the flow of data over time, giving you a clear understanding of where it originated, how it has changed, and its ultimate use across the business. Spark) jobs.

Testing 64

Testing Metadata Data Governance Data Processing 64

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. In the future, we plan to profile workloads based on metadata, cross-check them with capacity metrics, and place them in the appropriate MSK cluster.

Metrics 91

Metrics Dashboards Testing Optimization 91

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. Delta tables technical metadata is stored in the Data Catalog, which is a native source for creating assets in the Amazon DataZone business catalog.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

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.

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

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 119

Visualization Data Lake Testing Data Governance 119

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 115

Cost-Benefit Metadata Optimization Publishing 115

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. Fascinated by practical uses of generative AI in software, he hosts the podcast AI und jetzt , discussing AIs potential across industries.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

AWS Big Data

DECEMBER 4, 2024

The Institutional Data & AI platform adopts a federated approach to data while centralizing the metadata to facilitate simpler discovery and sharing of data products. A data portal for consumers to discover data products and access associated metadata. Subscription workflows that simplify access management to the data products.

Metadata 103

Metadata Data Governance Data Quality Data-driven 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. es.amazonaws.com, this will be different for VPC hosted domain region = 'us-east-1' # e.g. us-west-1 service = 'es' credentials = boto3.Session().get_credentials() es.amazonaws.com' # e.g. my-test-domain.us-east-1.es.amazonaws.com,

Visualization 102

Visualization Management Data Processing Testing 102

O'Reilly on Data

JUNE 18, 2025

This component functions as a standardized digital business card for an AI agent, typically provided as a metadata file. Imagine a user asks their primary interface agent—let’s call it the Host Agent—a straightforward question: “What’s Google’s stock price right now?” The Stock Info Agent receives this A2A task.

Interactive 201

Interactive Data Processing Modeling Management 201

AWS Big Data

JUNE 25, 2025

Here is the end-to-end workflow for our application detailing how user requests are handled from initial access through to data retrieval or indexing: Users access the application through AWS App Runner, which hosts the frontend interface. Amazon Cognito handles user authentication and authorization for secure access to the application.

Dashboards 66

Dashboards IoT Interactive Visualization 66

CIO Business Intelligence

DECEMBER 2, 2024

What has changed are the critical design factors in the interconnected world of cloud computing: the physical location of the data, metadata, and the governance surrounding it. This solution is hosted and managed by the enterprise or in conjunction with a partner, with strict oversight from regulators.

Metadata 94

Metadata Data Processing Publishing Data-driven 94

Octopai

MAY 4, 2025

Octopai, CEO will be hosting a session on leveraging Metadata to build knowledge hub for successful enterprise AI implementation. Octopai and Cloudera will be attending and sponsoring the Gartner D&A in London from May 12-13.

Data Analytics 52

Data Analytics Metadata Data Processing Analytics 52

O'Reilly on Data

JULY 11, 2025

This requires developers to prioritize clear functionality, descriptive metadata, and real-time error handling, all while maintaining accessibility for human users. Join host Mike Amundsen and an esteemed lineup of API experts on July 17 for the O’Reilly API Superstream, all about creating APIs optimized for AI agents.

Metadata 261

Metadata Data Processing Software Optimization 261

CIO Business Intelligence

JULY 16, 2025

Operational sovereignty : Maintaining control and oversight of cloud services and operations, whether hosted locally or through third-party providers, with transparency as a core principle. Regional storage of metadata logs and analytics for ZIA, ZPA, and ZDX services.

Data Collection 71

Data Collection Metadata Digital Transformation Data Processing 71

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 110

Strategy Metadata Recreation/Entertainment Metrics 110

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. But the metadata turf war is just getting started.” That put them in a better position to keep data under management – and possibly to host processing as well.

Metadata 117

Metadata Data Processing Uncertainty Data Warehouse 117

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 113

Advertising Data Processing Metadata Management 113

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. To learn more about the solution, read the white paper or watch the video.

Manufacturing 122

Manufacturing Internet of Things Metadata Data Processing 122

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 98

Metadata Data Lake Data Processing Data-driven 98

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. In the event of an infrastructure failure, an OpenSearch domain can end up losing one or more nodes.

Optimization 128

Optimization Snapshot Metadata Cost-Benefit 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. This data contains metadata information like organization names for their respective organization IDs, agent names, and more. client("s3") S3_BUCKET = ' ' kinesis_client = boto3.client("kinesis")

Management 127

Management Metadata Analytics Dashboards 127

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 121

Data Lake Metadata Snapshot Recreation/Entertainment 121

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. You might have millions of short videos , with user ratings and limited metadata about the creators or content.

Management 364

Management Machine Learning Experimentation Metrics 364

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. For now, you can leave the default minimum as 1 and maximum as 4.

Metadata 119

Metadata Data Processing Dashboards IoT 119

erwin

AUGUST 28, 2020

These include data catalog , data literacy and a host of built-in automation capabilities that take the pain out of data preparation. With the broadest set of metadata connectors, erwin DI combines data management and DG processes to fuel an automated, real-time, high-quality data pipeline.

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

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. This webinar will discuss how to answer critical questions through data catalogs and business glossaries, powered by effective metadata management. erwin Data Intelligence.

Data Governance 128

Data Governance Metadata Cost-Benefit Data-driven 128

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. s3 = boto3.resource('s3',

Data Science 113

Data Science Forecasting Metadata Machine Learning 113

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 109

Metadata Data Lake Visualization Data Quality 109