Timo Elliott

NOVEMBER 21, 2022

You lose the roots, all of the rich, business, context and metadata and security and hierarchies, and then you have to try and recreate it in the new environment. But the problem with that is that it’s like ripping a tree out of the forest and trying to get it to grow in a different environment.

Data Analytics 98

Data Analytics Analytics Recreation/Entertainment Data Lake 98

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 90

Management Metadata Machine Learning Data Lake 90

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 57

Data Quality Metadata Data Governance Data-driven 57

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

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 Digital Transformation Metadata Data Warehouse 52

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 91

Data Lake Snapshot Metadata Data Architecture 91

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 76

Metadata Testing Data Lake Consulting 76

Alation

DECEMBER 15, 2022

August 2017: Alation debuts as a leader in the Gartner MQ for Metadata Management Solutions. August 2018: Gartner names Alation a 2X Leader in the MQ for Metadata Management Solutions. October 2019: Gartner names Alation a 3X Leader to the Gartner Magic Quadrant for Metadata Management Solutions. June 2017: Yahoo Japan Corp.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

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 86

Data Lake Metadata Data Governance Statistics 86

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 131

Data Architecture Data Warehouse Statistics Visualization 131

CIO Business Intelligence

MAY 4, 2023

Sovereignty and Compliance Data residency – the physical location where data (and metadata) is stored and processed – is a key aspect of data privacy and sovereignty regulations Data residency laws require that companies must operate in a country and that data should be stored in that country, often due to regulatory or compliance requirements.

Metadata 52

Metadata Risk Measurement Enterprise 52

Ontotext

OCTOBER 11, 2023

Krasimira showcased how knowledge graphs, combined with semantic metadata , enhance LLMs for better content discovery, understanding, and question-answering. In the first part of the talk, I presented the “crazy idea” idea behind our knowledge graph, which back in 2022 resonated with our CEO’s long-term vision. A demonstrator.

Metadata 69

Metadata Cost-Benefit Marketing Modeling 69

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 80

Data Warehouse Analytics Metadata Dashboards 80

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 107

Dashboards Data-driven Publishing Cost-Benefit 107

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 80

Snapshot Data Lake Testing Strategy 80

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 114

IT Metadata Data Lake Cost-Benefit 114

BI-Survey

MARCH 23, 2023

In 2022, the start-up received a second undisclosed seed investment following its first in 2020, which amounted to €1.7 It is mainly used for data cataloging, data governance, compliance & regulatory use cases or as a metadata hub. Metadata can be extracted from any source and made available. It has three investors in total.

Metadata 52

Metadata Marketing Data Quality Machine Learning 52

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 Modeling Data-driven 64

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 114

Data Lake Data Processing Metadata Snapshot 114

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

Cloudera

DECEMBER 12, 2022

For a thoughtful and entertaining analysis, I strongly recommend you spend a few minutes watching the keynote session by Pat Moorhead, CEO Moor Insights & Strategy, at the Evolve 2022 Data event in New York. In March 2022, Gartner published A Strategic Roadmap for Migrating Data Management to the Cloud. His delivery — priceless.

Recreation/Entertainment 91

Recreation/Entertainment Insurance Digital Transformation Metadata 91

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 73

Dashboards KPI Scorecard Consulting 73

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 80

Data Warehouse Snapshot Metadata Cost-Benefit 80

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 101

Metadata Risk Risk Management Experimentation 101

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 97

Data Governance Enterprise Data Quality Metadata 97

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

Ontotext

JANUARY 26, 2023

published as a special topic article in AI magazine, Volume 43, Issue 1 , Spring 2022. The catalog stores the asset’s metadata in RDF. This allows keeping a well-defined representation of the metadata of each asset and enables using a SPARQL endpoint to query it. Researchers used GraphDB to store semantic metadata.

Interactive 52

Interactive Metadata Data Integration Data-driven 52

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 136

IT Key Performance Indicator Software Metadata 136

BI-Survey

FEBRUARY 23, 2023

Global survey This study was based on the findings of a worldwide online survey conducted in July and August 2022. Almost three quarters of respondents also state that they have recognized the need to invest in ways to access, link and understand metadata. These include tools for metadata management (e.g., Tool support (e.g.,

Metadata 52

Metadata Data-driven Data Strategy Strategy 52

AWS Big Data

APRIL 12, 2023

release in January 2022, the optimized Spark runtime was 3.5 Metadata store – We use Spark’s in-memory data catalog to store metadata for TPC-DS databases and tables— spark.sql.catalogImplementation is set to the default value in-memory. times faster than our first release of 2022, Amazon EMR 6.5. As of the Amazon EMR 6.5

Testing 72

Testing Big Data Metadata Optimization 72

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 99

Metadata Machine Learning Unstructured Data Data Lake 99

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

NOVEMBER 15, 2023

Bayerische Motoren Werke AG (BMW) is a motor vehicle manufacturer headquartered in Germany with 149,475 employees worldwide and the profit before tax in the financial year 2022 was € 23.5 This post is written in collaboration with Philipp Karg and Alex Gutfreund from BMW Group. billion on revenues amounting to € 142.6

Dashboards 91

Dashboards Analytics Metadata Data Warehouse 91

Cloudera

APRIL 21, 2022

In 2022, it’s hard to believe, that for the first decades of the Information Age, the U.S. billion for 2022 represents a full 11% of the nation’s total. Shared catalog of data, metadata aids compliance requirements. Unsurprisingly errors were all too common, as people were involved in every transaction.

Metadata 85

Metadata Informatics Insurance Data Processing 85

Alation

JULY 26, 2022

With the previous PBIX file-based implementation, there was both a lack of clarity and limit on which metadata is available. Naturally, faster processing will benefit Power BI admin, leaving more resources available for business activities that won’t impact Power BI performance. Next, the connector delivers a more consistent user experience.

Dashboards 52

Dashboards Metadata Data-driven Business Intelligence 52

IBM Big Data Hub

APRIL 13, 2023

Here are some of the key tables: FLIGHT_DECTREE_MODEL: this table contains metadata about the model. Examples of metadata include depth of the tree, strategy for handling missing values, and the number of leaf nodes in the tree. Loukides, Mike, AI Adoption in the Enterprise 2022. and Lawrence, N.D., 1–29. Amershi, S.,

Modeling 89

Modeling Statistics Machine Learning Testing 89