David Menninger's Analyst Perspectives

OCTOBER 31, 2024

Apache Hudi was created at Uber in 2016 and became an Apache Software Foundation project in 2020, while Apache Iceberg was created at Netflix in 2017 and also became a project of the ASF the following year. They are separate and competing formats with different origins, however.

Data Lake 130

Data Lake Unstructured Data Data Warehouse Software 130

Sisense

JULY 24, 2019

Once both issues are addressed, the user can ask “how many customers are responsible for 80% of my Q1 2018 income compared to 2017?” and the system will know to look after ‘ clients ’ and aggregate the ‘ revenue ’ (the actual variable names in the system) to compare between Q1 2018 and Q1 2017. Machine Intent vs. User Intent.

Analytics 89

Analytics Experimentation Metadata Big Data 89

Cloudera

MARCH 3, 2022

In 2017, Anthem reported a data breach that exposed thousands of its Medicare members. 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.

Data Governance 100

Data Governance Enterprise Data Quality Metadata 100

CIO Business Intelligence

FEBRUARY 28, 2023

The startup focused on federal contracts and earned its first contract with the Secret Service in 2017. Fearless chose Gatsby, a JavaScript framework for fast web page creation, and Craft CMS, which provides a speedy yet robust reach into the museum’s sizable catalog of metadata stored in AWS S3. Today, it employs more than 200.

Metadata 98

Metadata Recreation/Entertainment Cost-Benefit Technology 98

Ontotext

MAY 30, 2019

It’s the dawn of a yet another Forrester report ( TechRadar : Artificial Intelligence Technologies, Q1 2017 ) highlighting the importance and the potential of semantic technology to represent and govern knowledge. TechRadar: Artificial Intelligence Technologies, Q1 2017. Linked Data and Information Retrieval.

Cost-Benefit 87

Cost-Benefit Big Data Technology Metadata 87

Alation

DECEMBER 15, 2022

January 2017: MercadoLibre signs on as the first LATAM customer. June 2017: Dresner Advisory Services names Alation the #1 data catalog in its inaugural Data Catalog End-User Market Study. June 2017: Yahoo Japan Corp. August 2017: Alation debuts as a leader in the Gartner MQ for Metadata Management Solutions.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

Alation

FEBRUARY 20, 2020

In our financial Q4 2017 alone, we added 23 new customers. In 2017, the Alation team doubled in size, and we expanded our presence in EMEA and APAC. Alation was the top-ranked data catalog in the Dresner Advisory Services’ 2017 Wisdom of Crowds® Data Catalog Market Study. Our team is growing and maturing. Gartner Disclaimer.

Enterprise 52

Enterprise Metadata Data-driven Strategy 52

Smart Data Collective

FEBRUARY 11, 2021

While Gartner reported on healthy and consistent growth in companies inquiring content operation technology from 2017 to 2020, the covid-19 pandemic has increased the speed of the technological development, moving entire industries toward more digital business models. Big data has played a key role in driving the future of this budding niche.

Marketing 107

Marketing Data Analytics Management Analytics 107

Ontotext

MAY 30, 2019

It’s the dawn of a yet another Forrester report ( TechRadar : Artificial Intelligence Technologies, Q1 2017 ) highlighting the importance and the potential of semantic technology to represent and govern knowledge. TechRadar: Artificial Intelligence Technologies, Q1 2017. Linked Data and Information Retrieval.

Cost-Benefit 75

Cost-Benefit Big Data Technology Metadata 75

CIO Business Intelligence

MAY 6, 2022

We’re ranking it and supplying some metadata over to Acquire platform so they can queue it up for us intelligently,” Bence says. “As Acquire.io, which was founded in 2017, has roughly 120 employees, and it works with Elevate in the financial services industry and with Audi and Samsung on the retail side, according to Acquire.io

Uncertainty 98

Uncertainty Testing Metadata Digital Transformation 98

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. The earliest DI use cases leveraged metadata — EG, popularity rankings reflecting the most used data — to surface assets most useful to others. Again, metadata is key. HBR Review May/June 2017. Data Intelligence and Metadata. What Is Data Intelligence?

Metadata 64

Metadata Data Governance Dashboards Software 64

O'Reilly on Data

MARCH 23, 2023

All of these models are based on a technology called Transformers , which was invented by Google Research and Google Brain in 2017. But Transformers have some other important advantages: Transformers don’t require training data to be labeled; that is, you don’t need metadata that specifies what each sentence in the training data means.

IT 348

IT Modeling Testing Risk 348

Sanjeev Mohan

FEBRUARY 6, 2019

Fast forward to early 2017. Then in the middle of 2017, a realization set in that we were one year away from GDPR and needed to focus on data governance. I spent the majority of my time helping clients decide which was the right Hadoop platform and which NoSQL / nonrelational data store to pick for specific use cases.

Data Analytics 49

Data Analytics Analytics Data Governance Experimentation 49

Alation

FEBRUARY 13, 2020

Gartner: Magic Quadrant for Metadata Management Solutions. Magic Quadrant for Metadata Management Solutions 4 based on its ability to execute and completeness of vision. Today, metadata management has become a critical business driver as data leaders seek to govern and maximize the value from the influx of data at their disposal.

Metadata 52

Metadata Machine Learning Data Governance Reporting 52

TDAN

FEBRUARY 4, 2020

Back in 2017, I wrote an article titled There are No Facts … Without Data. It is time to revisit that topic. The overwhelmingly positive response to that article validated for me that most people believed my premise to be true. I was very thankful to see that. In this anti-fact world (watch cable news […].

Data Quality 59

Data Quality IT Data Governance Metadata 59

AWS Big Data

AUGUST 21, 2023

This solution uses an AWS Lambda function to extract storage and shard distribution metadata from your OpenSearch Service domain, calculates the level of skew, and then pushes this information to CloudWatch metrics so that you can easily monitor, alert, and respond. Gene joined AWS in 2017.

Metrics 98

Metrics Testing Strategy Metadata 98

Ontotext

MAY 18, 2020

As of 2017, the fastest computers have reached a speed of 93 PetaFLOPS, which is: 93×1015, or 93,000,000,000,000,000 operations per second. The first type is metadata from images. And just when we might have thought FLOPS had hit their limit, here’s another peak achieved at the U.S. Epilogue: Will your next doctor be a supercomputer?

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

TDAN

OCTOBER 19, 2021

I last published my Data Governance Bill of “Rights” in a TDAN.com article circa 2017. That seems like a long time ago. I mentioned in the earlier piece that Data Governance is all about doing the “right” thing when it comes to managing your data. It’s all in the data. However, many people, upon hearing […].

Data Governance 52

Data Governance Publishing Management IT 52

Cloudera

APRIL 9, 2019

of application workloads were still on-premises in enterprise data centers; by the end of 2017, less than half (47.2%) were on-premises. Enterprises are moving to the cloud. In 2016, 60.9% Enterprises plan to implement new apps primarily in the cloud while migrating 20.7% of existing apps to public cloud.

Strategy 54

Strategy Experimentation Business Objectives Metadata 54

Alation

FEBRUARY 20, 2020

Gartner followed up by naming Alation as a Leader in the Magic Quadrant for Metadata Management Solutions 3 for the second year in a row based on our ability to execute and completeness of vision. The tour stops at Gartner Symposium next month, where you can learn first hand why Gartner believes “Data Catalogs are the New Black.”.

Machine Learning 52

Machine Learning Metadata Reporting Data-driven 52

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. Allows metadata repositories to share and exchange. Adds governance, discovery, and access frameworks for automating the collection, management, and use of metadata.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

Cloudera

FEBRUARY 11, 2021

When Kudu was first introduced as a part of CDH in 2017, it didn’t support any kind of authorization so only air-gapped and non-secure use cases were satisfied. Metadata should still be granted on db=foo->tbl=* as it is required to check if the newly created table exists, which is the last step of table creation.

Metadata 52

Metadata Management IT Analytics 52

Cloudera

DECEMBER 7, 2017

Worse, the metadata and context associated with that data may be lost forever if a transient cluster is shut down and the resources released. We announced SDX at Strata New York in September 2017. That data may be used in ways that don’t comply with appropriate security and governance policies. There is a better way.

Management 40

Management Cost-Benefit Machine Learning Metadata 40

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

erwin

DECEMBER 20, 2018

An erwin-UBM study conducted in late 2017 sought to determine the biggest drivers for data governance. Its value can be hard to demonstrate to those who don’t work directly with data and metadata on a daily basis. The Top Five Data Governance Use Cases and Drivers. www.erwin.com/blog/data-governance-use-cases/.

Data Governance 40

Data Governance ROI Risk Management Metadata 40

Domino Data Lab

SEPTEMBER 9, 2019

metadata=convention_df["speaker"]? ). Another big change occurred during 2017-2018 when, following the many successes of deep learning, those approaches began to out-perform previous machine learning models. category="democrat",?. category_name="Democratic",?. not_category_name="Republican",?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

Alation

NOVEMBER 28, 2022

So in 2017, we created Kloudio to solve this ubiquitous problem and support this nontechnical user: product managers, financial analysts, marketing ops teams, sales ops teams, etc. In the future, spreadsheet users will be able to curate and publish rich metadata about their spreadsheets back into the data catalog.

Metadata 52

Metadata Enterprise Cost-Benefit Data Quality 52

CIO Business Intelligence

DECEMBER 16, 2022

The UK government initiated ‘Open Banking’ in 2017 to increase competition in retail banking. So to start, let’s define what a sovereign cloud is. However, with a new, secure way to utilize data, teams were able to collaborate and uncover new insights about COVID-19. One such way is by compelling data standardization and secure sharing.

Cost-Benefit 52

Cost-Benefit Metadata Risk Enterprise 52

Domino Data Lab

AUGUST 8, 2019

The gist is, leveraging metadata about research datasets, projects, publications, etc., Public Health Reports (2017-07-10). then building machine learning models to recommend methods and potential collaborators to scientists. Data science teams should watch what’s happening here, especially the emphasis in the EU.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

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

Ontotext

NOVEMBER 23, 2023

Work on it began in 2015 and achieved W3C Recommendation status in mid-2017. While these provide no instructions to a SHACL engine, the use of non-validating characteristics such as sh:name and sh:description can add metadata to your shapes that make them easier to maintain as they scale up. As far as standards go, SHACL is young.

Data Quality 69

Data Quality Reporting Metadata IT 69

Anmut

NOVEMBER 3, 2020

Another property of data, as noted in Haskel and Westlake’s 2017 book on intangible assets Capitalism Without Capital , is that it typically represents a sunken cost. This data about data – metadata – adds value to the original data, and is itself a valuable asset. Data’s seen as a sunk cost.

Management 52

Management Metadata ROI Data Quality 52

DataRobot Blog

MARCH 9, 2022

The Amazon Product Reviews Dataset provides over 142 million Amazon product reviews with their associated metadata, allowing machine learning practitioners to train sentiment models using product ratings as a proxy for the sentiment label. Luckily, more and more data with human annotations of emotional content is being compiled.

Machine Learning 52

Machine Learning Deep Learning Modeling Measurement 52

Jet Global

MAY 27, 2021

However, fear of the unknown has left many companies afraid to implement a new reporting tool, yet the risk of staying with Discoverer increases day by day: Discoverer extended support ended June 2017. Oracle 11g extended support ended December 2020. Java Applets support has ended on all modern browsers. Chrome: September 2015. Repository.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

Ontotext

OCTOBER 7, 2020

Since its initial release in 2017, it has grown to include and align with a number of existing standards and has benefited from broad finance industry participation. In the version used for this article (2020 Q2 Production), it contains: 122 namespaces, which represent the module structure; 1,542 classes; 1,328 concepts; 535 predicates.

Finance 59

Finance Visualization Modeling Metadata 59

O'Reilly on Data

JULY 25, 2023

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

Consulting 246

Consulting Interactive Software Metadata 246

Cloudera

APRIL 21, 2022

The VA then announced in June 2017 that it would use DoD’s MHS Genesis system for electronic health records, which is being built under a 10-year contract awarded in 2015 and projected to ultimately cost $10 billion. . Shared catalog of data, metadata aids compliance requirements. These are constants in the massive system.

Informatics 87

Informatics Metadata Insurance Data Processing 87