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

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

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

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 82

Metadata Testing Data Lake Consulting 82

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 96

Data Lake Snapshot Metadata Data Architecture 96

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

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

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 86

Data Warehouse Analytics Metadata Dashboards 86

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

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 120

Data Lake Data Processing Metadata Snapshot 120

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

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 100

Metadata Risk Risk Management Experimentation 100

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

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 98

Data Governance Enterprise Data Quality Metadata 98

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

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

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 86

Modeling Statistics Machine Learning Testing 86

CIO Business Intelligence

APRIL 28, 2023

To ensure data sovereignty, rules may require that all related data, such as metadata, also resides locally. As of May 2022, over 900 fines have been issued for GDPR violations, the largest of which topped $877m (€746m). Two other countries require that data on their citizens remain only within national borders.

Risk 105

Risk Metadata Management Software 105

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 111

Data Science Forecasting Metadata Machine Learning 111

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. But I’d be remiss not to mention the value of an incredible culture.

B2B 52

B2B Finance Data Governance Marketing 52

AWS Big Data

FEBRUARY 24, 2023

In 2022, Amazon Athena announced support of Iceberg , enabling transaction queries on S3 objects. Athena uses the AWS Glue Data Catalog to store and retrieve table metadata for the Amazon S3 data in Iceberg format. This creates an AWS Glue database for metadata storage. Choose Add database.

Data Lake 86

Data Lake Metadata Testing Data Warehouse 86

CDW Research Hub

JULY 22, 2020

According to the report Data Storage Trends in 2020 and Beyond by Spiceworks, a branding solution for tech buyers, 18% of businesses use all-flash storage today, and an additional 14% will use this storage technology by 2022. A few examples may help to explain why. Get expert help for the transition to all-flash.

IT 52

IT Metadata Business Objectives Machine Learning 52

Cloudera

JUNE 2, 2021

As an important part of achieving better scalability, Ozone separates the metadata management among different services: . Ozone Manager (OM) service manages the metadata of the namespace such as volume, bucket and keys. Datanode service manages the metadata of blocks, containers and pipelines running on the datanode. .

Metadata 95

Metadata Snapshot Testing Management 95

Cloudera

OCTOBER 11, 2022

A recent VentureBeat article , “4 AI trends: It’s all about scale in 2022 (so far),” highlighted the importance of scalability. They all should work on shared data of any type – with common metadata management – ideally open. First you need the data analytics, data management, and data science tools.

Snapshot 92

Snapshot Data Science Digital Transformation Metadata 92

IBM Big Data Hub

JUNE 26, 2023

in 2022 and it is expected to be hit around USD 118.06 Automatic capture of model metadata and facts provide audit support while driving transparent and explainable model outcomes. While OpenAI has taken the lead, the competition is growing. According to Precedence Research , the global generative AI market size valued at USD 10.79

Risk 67

Risk Deep Learning Metadata Modeling 67

CIO Business Intelligence

DECEMBER 16, 2022

Sources: Unified Networking, Sovereign Clouds: Elevating Data Integrity to New Heights, April 2022 UK Competition & Markets Authority, Update on Open Banking , November 2021 IDC, commissioned by VMware, Deploying the Right Data to the Right Cloud in Regulated Industries , June 2021 ISACA, Privacy in Practice 2022 , March 2022 .

Cost-Benefit 52

Cost-Benefit Metadata Risk Enterprise 52

Cloudera

JUNE 7, 2022

Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. Integration, metadata and governance capabilities glue the individual components together.” .

IT 110

IT Data Architecture Unstructured Data Big Data 110

CIO Business Intelligence

JUNE 6, 2023

That means security, governance, and metadata. Here are three examples of organizations that unlocked increased value from hybrid data models: A large African telecommunications company was able to build up its analytics once and then deploy them on whatever infrastructure was available in the specific country of the African continent.

Insurance 52

Insurance Metadata Data Processing Machine Learning 52

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. But I’d be remiss not to mention the value of an incredible culture.

B2B 40

B2B Finance Data Governance Marketing 40

CIO Business Intelligence

JUNE 23, 2022

Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. Integration, metadata and governance capabilities glue the individual components together.” .

IT 97

IT Data Architecture Unstructured Data Big Data 97

TDAN

AUGUST 2, 2022

This estimate was shared by several speakers at the DGIQ 2022 conference in San Diego. The time wasted spent collecting and validating data can approach 80% of the total effort for managing data. We had previously estimated this “waste tax” to be in the 20-30% range. No matter what the actual numbers bear out, this […].

Management 52

Management Data Quality Metadata Data Governance 52

CIO Business Intelligence

JUNE 23, 2022

It added metadata that described the logical and physical layout of the data, enabling cost-based optimizers, dynamic partition pruning, and a number of key performance improvements targeted at SQL analytics. The first generation of the Hive Metastore attempted to address the performance considerations to run SQL efficiently on a data lake.

Data Lake 98

Data Lake Data Warehouse Machine Learning Cost-Benefit 98

CIO Business Intelligence

NOVEMBER 15, 2023

By Gartner’s estimations, overall IT spending will grow in 2024 by 8%, more than double that of 2022 and 2023—2.9% And don’t just rattle off project metadata. Once relegated to a role of support, the function now can inform entire strategies as critically as it does key processes or core products. and 3.5%, respectively.

Publishing 124

Publishing Reporting IT Finance 124

IBM Big Data Hub

MAY 9, 2022

Automated metadata generation is essential in order to turn a manual process into one that is better controlled. billion, as Big Tech bears the brunt ,” January 2022. [3] In this way it helps avoid human error and tags data so that policy enforcement can be achieved at the point of access rather than individual repositories.

Management 56

Management Data Quality Metadata Data Integration 56

Cloudera

JUNE 18, 2022

It added metadata that described the logical and physical layout of the data, enabling cost-based optimizers, dynamic partition pruning, and a number of key performance improvements targeted at SQL analytics. The first generation of the Hive Metastore attempted to address the performance considerations to run SQL efficiently on a data lake.

Data Lake 92

Data Lake Data Warehouse Machine Learning Cost-Benefit 92