AWS Big Data

NOVEMBER 26, 2024

Central to a transactional data lake are open table formats (OTFs) such as Apache Hudi , Apache Iceberg , and Delta Lake , which act as a metadata layer over columnar formats. XTable isn’t a new table format but provides abstractions and tools to translate the metadata associated with existing formats.

Metadata 95

Metadata Data Lake Snapshot Data Warehouse 95

Octopai

OCTOBER 18, 2021

First, what active metadata management isn’t : “Okay, you metadata! Now, what active metadata management is (well, kind of): “Okay, you metadata! Metadata are the details on those tools: what they are, what to use them for, what to use them with. . That takes active metadata management. Quit lounging around!

Metadata 98

Metadata Management IT Data Quality 98

AWS Big Data

NOVEMBER 7, 2024

Amazon Q generative SQL for Amazon Redshift uses generative AI to analyze user intent, query patterns, and schema metadata to identify common SQL query patterns directly within Amazon Redshift, accelerating the query authoring process for users and reducing the time required to derive actionable data insights.

Metadata 97

Metadata Sales Data Warehouse Optimization 97

CIO Business Intelligence

NOVEMBER 27, 2024

Each interaction amplifies the potential for errors, breaches, or misuse, underscoring the critical need for a strong governance framework to mitigate these risks. As AI adoption accelerates, it demands increasingly vast amounts of data, leading to more users accessing, transferring, and managing it across diverse environments.

Data Governance 132

Data Governance Risk Insurance Metadata 132

AWS Big Data

NOVEMBER 29, 2023

The Eightfold Talent Intelligence Platform integrates with Amazon Redshift metadata security to implement visibility of data catalog listing of names of databases, schemas, tables, views, stored procedures, and functions in Amazon Redshift. This post discusses restricting listing of data catalog metadata as per the granted permissions.

Metadata 111

Metadata Data Warehouse Analytics Data Analytics 111

Cloudera

OCTOBER 23, 2024

In August, we wrote about how in a future where distributed data architectures are inevitable, unifying and managing operational and business metadata is critical to successfully maximizing the value of data, analytics, and AI. It is a critical feature for delivering unified access to data in distributed, multi-engine architectures.

Metadata 84

Metadata Data Lake Dashboards Interactive 84

AWS Big Data

NOVEMBER 19, 2024

Solution overview By combining the powerful vector search capabilities of OpenSearch Service with the access control features provided by Amazon Cognito , this solution enables organizations to manage access controls based on custom user attributes and document metadata. If you don’t already have an AWS account, you can create one.

Management 94

Management Metadata Manufacturing Testing 94

AWS Big Data

AUGUST 8, 2024

AppsFlyer empowers digital marketers to precisely identify and allocate credit to the various consumer interactions that lead up to an app installation, utilizing in-depth analytics. Partition projection in Athena allows you to improve query efficiency by projecting the metadata of your partitions.

Interactive 118

Interactive Metadata Optimization Testing 118

Rocket-Powered Data Science

MARCH 10, 2020

Any interaction between the two ( e.g., a financial transaction in a financial database) would be flagged by the authorities, and the interactions would come under great scrutiny. Any node and its relationship to a particular node becomes a type of contextual metadata for that particular note.

Metadata 250

Metadata Machine Learning Prescriptive Analytics ROI 250

O'Reilly on Data

JUNE 14, 2024

It offers a wealth of books, on-demand courses, live events, short-form posts, interactive labs, expert playlists, and more—formed from the proprietary content of thousands of independent authors, industry experts, and several of the largest education publishers in the world.

Metadata 292

Metadata Publishing Data-driven Modeling 292

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. The architecture is shown in the following figure.

Data Lake 89

Data Lake Sales Metadata Machine Learning 89

CIO Business Intelligence

JANUARY 9, 2025

GenAI as ubiquitous technology In the coming years, AI will evolve from an explicit, opaque tool with direct user interaction to a seamlessly integrated component in the feature set. Content management systems: Content editors can search for assets or content using descriptive language without relying on extensive tagging or metadata.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

AWS Big Data

NOVEMBER 19, 2024

Install and configure the AWS CLI The AWS Command Line Interface (AWS CLI) is an open source tool that enables you to interact with AWS services using commands in your command line shell. When you’re logged in, you can start interacting with the application. Make sure the function is already deployed and working in your account.

Data Processing 81

Data Processing Metadata Publishing Testing 81

AWS Big Data

DECEMBER 17, 2024

We have enhanced data sharing performance with improved metadata handling, resulting in data sharing first query execution that is up to four times faster when the data sharing producers data is being updated. We enhanced support for querying Apache Iceberg data and improved the performance of querying Iceberg up to threefold year-over-year.

Data Lake 82

Data Lake Data Warehouse Data-driven Optimization 82

DataKitchen

AUGUST 3, 2021

Discoverable – users have access to a catalog or metadata management tool which renders the domain discoverable and accessible. Clear accountability – users interact with a responsive, dedicated team that is accountable to them. Also, the domain must support the attributes that are part of every modern data architecture.

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

AWS Big Data

OCTOBER 3, 2023

In this post, we show you how you can convert existing data in an Amazon S3 data lake in Apache Parquet format to Apache Iceberg format to support transactions on the data using Jupyter Notebook based interactive sessions over AWS Glue 4.0. AWS Command Line Interface (AWS CLI) configured to interact with AWS Services.

Data Lake 116

Data Lake Metadata Snapshot Recreation/Entertainment 116

Alation

MARCH 2, 2023

Well, we got jetpacks, too, but we rarely interact with them during the workday. Analysis, however, requires enterprises to find and collect metadata. Active metadata management enhances typical metadata management , which is becoming “increasingly incapable” of fulfilling enterprise metadata requirements, according to Gartner.

Metadata 52

Metadata Marketing IT Data Quality 52

AWS Big Data

OCTOBER 11, 2023

We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day.

Management 118

Management Metadata Analytics Dashboards 118

AWS Big Data

MAY 29, 2024

Since its inception, Apache Kafka has depended on Apache Zookeeper for storing and replicating the metadata of Kafka brokers and topics. the Kafka community has adopted KRaft (Apache Kafka on Raft), a consensus protocol, to replace Kafka’s dependency on ZooKeeper for metadata management. For Metadata mode , select KRaft.

Metadata 94

Metadata Cost-Benefit Management Big Data 94

CIO Business Intelligence

MARCH 4, 2025

While prompt templates are pre-written and reusable prompts that ensure consistent agent interactions to gather more information from users to achieve specific goals, agent templates are grouped topics complete with metadata and instructions to accelerate the agent building process.

Metadata 64

Metadata Manufacturing Finance Software 64

FineReport

FEBRUARY 5, 2020

They prefer self-service development, interactive dashboards, and self-service data exploration. Metadata management. Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. Interactive visual exploration.

Metadata 98

Metadata Dashboards Informatics Visualization 98

AWS Big Data

DECEMBER 10, 2024

To interact with and analyze data stored in Amazon Redshift, AWS provides the Amazon Redshift Query Editor V2 , a web-based tool that allows you to explore, analyze, and share data using SQL. Save the federation metadata XML file You use the federation metadata file to configure the IAM IdP in a later step. Choose Add provider.

Sales 93

Sales Metadata Enterprise Testing 93

erwin

OCTOBER 29, 2020

Whether driving digital experiences, mapping customer journeys, enhancing digital operations, developing digital innovations, finding new ways to interact with customers, or building digital ecosystems or marketplaces – all of this digital transformation is powered by data. Data readiness is everything.

Data Governance 105

Data Governance Metadata Digital Transformation ROI 105

AWS Big Data

APRIL 17, 2024

Today, customers widely use OpenSearch Service for operational analytics because of its ability to ingest high volumes of data while also providing rich and interactive analytics. In such an event, the new instance family guarantees recovery of both the cluster metadata and the index data up to the latest acknowledged operation.

Optimization 125

Optimization Snapshot Metadata Cost-Benefit 125

AWS Big Data

FEBRUARY 26, 2025

S3 Tables integration with the AWS Glue Data Catalog is in preview, allowing you to stream, query, and visualize dataincluding Amazon S3 Metadata tablesusing AWS analytics services such as Amazon Data Firehose , Amazon Athena , Amazon Redshift, Amazon EMR, and Amazon QuickSight. connection testing, metadata retrieval, and data preview.

Analytics 59

Analytics Data Lake Metadata Data Warehouse 59

Octopai

AUGUST 19, 2020

This is in stark contrast to the vast number of organizations that previously utilized on-premise discovery solutions and metadata management tools. More than any other BI metadata management tool out there, cloud automation offers the best way for teams to connect remotely and manage projects.

Metadata 98

Metadata Digital Transformation Management Business Intelligence 98

Cloudera

NOVEMBER 13, 2020

Metadata Caching. If you have ever interacted with Impala in the past you would have encountered the Catalog Cache Service. As Impala’s adoption grew the catalog service started to experience these growing pains, therefore recently we introduced two new features to alleviate the stress, On-demand Metadata and Zero Touch Metadata.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

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.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

NOVEMBER 3, 2023

You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard. This can provide you with a more comprehensive view of your usage and tools to help you dive deep into your AWS Glue job run environment.

Metrics 101

Metrics Dashboards Metadata Visualization 101

CIO Business Intelligence

MARCH 6, 2024

“Salesforce has a major advantage over many of its rivals, simply because it captures so much interaction data from its user base, and as such, the models are able to be trained on a massive number of Salesforce-specific tasks and processes, and the related metadata,” said Keith Kirkpatrick, research director at The Futurum Group.

IT 121

IT Metadata Interactive Enterprise 121

AWS Big Data

NOVEMBER 17, 2023

These include internet-scale web and mobile applications, low-latency metadata stores, high-traffic retail websites, Internet of Things (IoT) and time series data, online gaming, and more. Athena is a serverless, interactive service that allows you to query data from a variety of sources in heterogeneous formats, with no provisioning effort.

Visualization 97

Visualization Metadata Testing Internet of Things 97

AWS Big Data

MARCH 22, 2024

Trino is an open source distributed SQL query engine designed for interactive analytic workloads. Benchmark setup In our testing, we used the 3 TB dataset stored in Amazon S3 in compressed Parquet format and metadata for databases and tables is stored in the AWS Glue Data Catalog. With Amazon EMR 6.10.0

Metadata 105

Metadata Statistics Broadcasting Optimization 105

erwin

AUGUST 28, 2020

Every new sale, every new inquiry, every website interaction, every swipe on social media generates data. 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. What Is Good Data Governance?

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

O'Reilly on Data

MAY 21, 2019

Metadata and artifacts needed for audits. Machine learning often interacts and impacts users, so companies not only need to put in place processes that will let them deploy ML responsibly, they need to build foundational technologies that will allow them to retain oversight, particularly when things go wrong.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. from the business interactions), but if not available, then through confirmation techniques of an independent nature. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

FEBRUARY 22, 2022

Efficient metadata management : Unlike Hive Metastore (HMS), which needs to track all Hive table partitions (partition key-value pairs, data location and other metadata), the Iceberg partitions store the data in the Iceberg metadata files on the file system. Multi-function analytics .

Snapshot 110

Snapshot Metadata Cost-Benefit Data Architecture 110

AWS Big Data

FEBRUARY 29, 2024

Second, generative AI applications introduce a higher number of data interactions than conventional applications, which requires that the data security, privacy, and access control policies be implemented as part of the generative AI user workflows. Data enrichment In addition, additional metadata may need to be extracted from the objects.

Data Governance 110

Data Governance Unstructured Data Metadata Data Lake 110