Cloudera

DECEMBER 16, 2022

We are pleased to announce that Cloudera has been named a Leader in the 2022 Gartner ® Magic Quadrant for Cloud Database Management Systems. Many of our customers use multiple solutions—but want to consolidate data security, governance, lineage, and metadata management, so that they don’t have to work with multiple vendors.

Management 92

Management Metadata Machine Learning Data Lake 92

IBM Big Data Hub

AUGUST 24, 2022

Recently, IBM was named a Leader in the 2022 Gartner® Magic Quadrant for Data Integration Tool s , and though the data landscape is constantly shifting and evolving, IBM has been a consistent Leader in the report for 17 years. Metadata exchange with third party metadata management and governance tools. All rights reserved.

Data Integration 79

Data Integration Metadata Data-driven Data Architecture 79

IBM Big Data Hub

NOVEMBER 28, 2022

Metadata management performs a critical role within the modern data management stack. However, as data volumes continue to grow, manual approaches to metadata management are sub-optimal and can result in missed opportunities. This puts into perspective the role of active metadata management. What is Active Metadata management?

Metadata 56

Metadata Data Quality Data-driven Data Governance 56

IBM Big Data Hub

JUNE 12, 2023

If we log in to the VSI, we can see the volume disks: [root@test-metadata ~]# ls -la /dev/disk/by-id total 0 drwxr-xr-x. vdb If we want to find the data volume named test-metadata-volume , we see that it is the vdd disk. Recently, IBM Cloud VPC introduced the metadata service. 2 root root 200 Apr 7 12:58. drwxr-xr-x.

Metadata 66

Metadata Testing Software IT 66

AWS Big Data

OCTOBER 23, 2024

It’s a set of HTTP endpoints to perform operations such as invoking Directed Acyclic Graphs (DAGs), checking task statuses, retrieving metadata about workflows, managing connections and variables, and even initiating dataset-related events, without directly accessing the Airflow web interface or command line tools.

Interactive 100

Interactive Testing Data-driven Data Lake 100

Alation

MAY 19, 2022

Alation attended last week’s Gartner Data and Analytics Summit in London from May 9 – 11, 2022. Gartner Data & Analytics Summit 2022: Keynote Highlights. Active metadata gives you crucial context around what data you have and how to use it wisely. Introduction. What a week! Monday’s keynote began with a bang.

Metadata 52

Metadata Data Analytics Analytics Data Governance 52

David Menninger's Analyst Perspectives

OCTOBER 8, 2024

I assert that through 2027, three-quarters of enterprises will be engaged in data intelligence initiatives to increase trust in their data by leveraging metadata to understand how, when and where data is used in their organization, and by whom. AI and data platforms provider Snowflake also became an investor in early 2022.

Data Quality 130

Data Quality Data Governance Enterprise Visualization 130

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. In early 2022, AWS announced general availability of Athena ACID transactions, powered by Apache Iceberg. Starting with Amazon EMR version 6.5.0,

Data Lake 127

Data Lake Data Processing Metadata Snapshot 127

AWS Big Data

APRIL 19, 2023

We split the solution into two primary components: generating Spark job metadata and running the SQL on Amazon EMR. The first component (metadata setup) consumes existing Hive job configurations and generates metadata such as number of parameters, number of actions (steps), and file formats. sql_path SQL file name.

Metadata 87

Metadata Data Lake Testing Consulting 87

Alation

JULY 18, 2022

That was the message — delivered a little more elegantly than that — at Databricks’ Data+AI Summit 2022. Leveraging the data captured by the Unity metastore, Alation will enhance our existing integration with Databricks by easily including metadata from multiple workspaces,” said Alation director of product marketing Ibby Rahmani.

ROI 52

ROI Metadata Data Lake Digital Transformation 52

CIO Business Intelligence

OCTOBER 13, 2023

The US Bureau of Labor Statistics says there were 149,300 data architect jobs in the US in 2022 and projects the number of data architects will grow by 8% from 2022 to 2032. Are data architects in demand? Data architects are in strong demand. That’s faster than average for all other occupations in the US.

Data Architecture 132

Data Architecture Data Warehouse Statistics Visualization 132

IBM Big Data Hub

NOVEMBER 4, 2022

We are excited to share that Gartner recently named IBM a Leader in the 2022 Gartner® Magic Quadrant for Data Quality Solutions. With a strong end-to-end data management experience combined with innovation in metadata and AI-driven automation, IBM differentiates itself by offering integrated quality and governance capabilities.

Data Quality 56

Data Quality Metadata Data Governance Data-driven 56

CIO Business Intelligence

NOVEMBER 22, 2022

The fabric, especially at the active metadata level, is important, Saibene notes. The approach provides business-critical insights into application information, schema, metrics, and lineage, says Andy Petrella, founder of data observability provider, Kensu, and the author of Fundamentals of Data Observability (O’Reilly, 2022).

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

Octopai

AUGUST 26, 2021

Data catalogs are based on metadata – the data about your data, and all that metadata is used to populate your data catalog (which some consider to also be a metadata catalog). How do you collect the relevant metadata and get it where it needs to go? Metadata can change. Get the combine warmed up.

Metadata 52

Metadata Cost-Benefit Data Collection Reporting 52

AWS Big Data

APRIL 3, 2024

Iceberg tables maintain metadata to abstract large collections of files, providing data management features including time travel, rollback, data compaction, and full schema evolution, reducing management overhead. Snowflake writes Iceberg tables to Amazon S3 and updates metadata automatically with every transaction.

Data Lake 105

Data Lake Snapshot Metadata Data Architecture 105

erwin

APRIL 27, 2022

Please help us keep our #1 position in 2022. Discover and document any data from anywhere for consistency, clarity and artifact reuse across large-scale data integration, master data management, metadata management, Big Data, business intelligence and analytics initiatives – all while supporting data governance and intelligence efforts.

Data Governance 52

Data Governance Data Warehouse Metadata Digital Transformation 52

DataRobot Blog

SEPTEMBER 1, 2022

This feature will compute some DataRobot monitoring calculations outside of DataRobot and send the summary metadata to MLOps. 1 IDC, MLOps – Where ML Meets DevOps, doc #US48544922, March 2022. 2 IDC, FutureScape: Worldwide Artificial Intelligence and Automation 2022 Predictions, doc #US48298421, October 2021.

Metrics 145

Metrics Statistics Modeling Data Science 145

AWS Big Data

JANUARY 18, 2024

In 2022 , we talked about the enhancements we had done to these services. You can enhance the technical metadata of the Data Catalog using AI-powered assistants into business metadata of DataZone, making it more easily discoverable. This enhancement simplifies many use cases to avoid metadata duplication. Crawlers, salut!

Data Lake 104

Data Lake Metadata Data Governance Statistics 104

IBM Big Data Hub

JUNE 23, 2022

Data governance – Some of the most exciting governance capabilities of the IBM Data fabric include automatically applying metadata to new datasets using machine learning as well as auto-generated data quality assessments and scoring and AI-based dataset recommendations. Providing the semantic.

Enterprise 52

Enterprise Metadata Data Governance Machine Learning 52

CIO Business Intelligence

SEPTEMBER 12, 2023

The hype around generative AI since ChatGPT’s launch in November 2022 has driven some software vendors to rush to incorporate the technology into their applications. Despite being an early adopter of AI in general, Salesforce has taken a more measured approach to generative AI.

IT 116

IT Metadata Data Lake Cost-Benefit 116

AWS Big Data

JULY 3, 2023

With scalable metadata indexing, Apache Iceberg is able to deliver performant queries to a variety of engines such as Spark and Athena by reducing planning time. Apache Iceberg – Apache Iceberg is an open-source table format that is designed to provide efficient, scalable, and secure access to large datasets.

Snapshot 94

Snapshot Data Lake Testing Strategy 94

IBM Big Data Hub

OCTOBER 4, 2023

from 2022 to 2026. In fact, according in an IDC DataSphere study, IDC estimated that 10,628 exabytes (EB) of data was determined to be useful if analyzed, while only 5,063 exabytes (EB) of data (47.6%) was analyzed in 2022. Why does AI need an open data lakehouse architecture? All of this supports the use of AI.

Data Lake 77

Data Lake Metadata Data Warehouse Cost-Benefit 77

CIO Business Intelligence

FEBRUARY 28, 2023

In 2022, with the pandemic subsiding, the National Museum of African American History and Culture at the Smithsonian Institution in Washington, DC, once again served more than 1 million visitors. The project was awarded a 2022 US CIO 100 Award for leadership and innovation. And it’s working.

Metadata 98

Metadata Recreation/Entertainment Cost-Benefit Technology 98

AWS Big Data

JULY 27, 2023

To avoid reprocessing the same data, a metadata table can be maintained at Amazon Redshift to keep track of each ELT process with status, start time, and end time, as explained in the following section.

Data Warehouse 90

Data Warehouse Analytics Metadata Dashboards 90

Cloudera

MARCH 3, 2022

Data analytics and machine learning can become a business and a compliance risk if data security, governance, lineage, metadata management, and automation are not holistically applied across the entire data lifecycle and all environments. From Bad to Worse. One possible solution is to adopt a hybrid cloud strategy. .

Data Governance 100

Data Governance Enterprise Data Quality Metadata 100

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

IBM Big Data Hub

OCTOBER 4, 2022

IBM Global AI Adoption Index 2022.). This includes capturing of the metadata, tracking provenance and documenting the model lifecycle. This includes repeatability and the ability to capture of model development time, metadata, post-deployment model monitoring, and to customize workflows. What is stopping AI adoption today?

Metadata 97

Metadata Risk Management Risk Experimentation 97

AWS Big Data

MAY 1, 2024

To achieve data-driven management, we built OneData, a data utilization platform used in the four global AWS Regions, which started operation in April 2022. Provide and keep up to date with technical metadata for loaded data. As of November 2023, more than 200 projects and 37,000 users were onboarded.

Dashboards 122

Dashboards Publishing Data-driven Cost-Benefit 122

CIO Business Intelligence

SEPTEMBER 26, 2023

Combining these analytics with AIOps health analytics, cybersecurity assessments, and system metadata, gives you insights to make the best sustainability decisions about workload consolidation to reduce your IT footprint and lower emissions and energy costs. and/or its affiliates in the U.S. All rights reserved.

IT 138

IT Key Performance Indicator Software Metadata 138

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Which trends do you see for 2022 in AI & ML technology and tools and tool capabilities? We will publish a new Top Trends for D&A for 2022 in a couple of months. – We do have a job description of a CDO.

Analytics 64

Analytics Measurement Data-driven Modeling 64

CIO Business Intelligence

JUNE 14, 2024

Generative artificial intelligence, or GenAI, has been a transformative force in many different business fields since it appeared on the scene in 2022. The solution scans your data sources to create context-informed metadata, which it sends to the LLM along with your query. trillion across various operational functions.

Dashboards 124

Dashboards Visualization Business Intelligence Risk 124

AWS Big Data

JUNE 14, 2023

In 2022, one of the KPI Monitoring dashboards helped save at least 5,600 hours in total across 230 managers and 2,000 consultants. Additionally, we launched the first iteration of a hygiene dashboard in February 2022. The adoption of the dashboard led to a 73% reduction in hygiene issues from February 2022 to February 2023.

Dashboards 86

Dashboards KPI Scorecard Metadata 86

Cloudera

SEPTEMBER 9, 2022

analyst Sumit Pal, in “Exploring Lakehouse Architecture and Use Cases,” published January 11, 2022: “Data lakehouses integrate and unify the capabilities of data warehouses and data lakes, aiming to support AI, BI, ML, and data engineering on a single platform.” This is the promise of the modern data lakehouse architecture.

Metadata 102

Metadata Machine Learning Unstructured Data Data Lake 102

IBM Big Data Hub

APRIL 27, 2022

A data fabric utilizes continuous analytics over existing, discoverable and inferenced metadata to support the design, deployment and utilization of integrated and reusable datasets across all environments, including hybrid and multicloud platforms.” [1]. 3 March 2022. 11 May 2021. . 2 “Exposing The Data Mesh Blind Side ” Forrester.

Management 79

Management Metadata Data Architecture Data Lake 79

Cloudera

APRIL 3, 2023

The table metadata is stored next to the data files under a metadata directory, which allows multiple engines to use the same table simultaneously. CDW separates the compute (Virtual Warehouses) and metadata (DB catalogs) by running them in independent Kubernetes pods.

Data Warehouse 82

Data Warehouse Snapshot Metadata Cost-Benefit 82

O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. O’Reilly, 2022). What is it, how does it work, what can it do, and what are the risks of using it? This example taken from [link].

IT 346

IT Modeling Testing Risk 346

CIO Business Intelligence

JULY 10, 2024

Businesses are investing great sums of money in generative AI – to the point that GenAI spending in 2025 will be nearly seven times greater than it was in 2022, according to IDC historical data and forecasts. Where is all that money going? Thus, GenAI in this space mostly offers a new way of accomplishing an old task.

Risk 123

Risk Marketing Metadata Technology 123