Ontotext

JANUARY 10, 2024

Limiting growth by (data integration) complexity Most operational IT systems in an enterprise have been developed to serve a single business function and they use the simplest possible model for this. In order to integrate structured data, enterprises need to implement the data fabric pattern.

Metadata 72

Metadata Slice and Dice Data Integration Enterprise 72

Cloudera

JUNE 7, 2022

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 118

IT Data Architecture Unstructured Data Big Data 118

AWS Big Data

MARCH 7, 2023

Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources.

Analytics 94

Analytics Data Warehouse Data Lake Metadata 94

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. Industry-leading price-performance: Amazon Redshift launches RA3.large

Data Lake 78

Data Lake Data Warehouse Data-driven Optimization 78

CIO Business Intelligence

JUNE 23, 2022

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 97

IT Data Architecture Unstructured Data Big Data 97

AWS Big Data

MARCH 13, 2024

Developers can use the support in Amazon Location Service for publishing device position updates to Amazon EventBridge to build a near-real-time data pipeline that stores locations of tracked assets in Amazon Simple Storage Service (Amazon S3). Athena is used to run geospatial queries on the location data stored in the S3 buckets.

Analytics 121

Analytics IoT Metadata Internet of Things 121

Alation

APRIL 6, 2023

Data governance is traditionally applied to structured data assets that are most often found in databases and information systems. This blog focuses on governing spreadsheets that contain data, information, and metadata, and must themselves be governed. Data catalogs and spreadsheets are related in many ways.

Data Governance 52

Data Governance Metadata Cost-Benefit Structured Data 52

Ontotext

NOVEMBER 12, 2020

It is coming ever closer to the exciting molecular model Nicholas Negroponte, a pioneer in the field of computer-aided design and co-founder of the MIT Media Lab, envisioned in the early 1980s: The structure of text should be imagined like a complex molecular model. Ideas can be opened and analyzed at multiple levels of detail.

Analytics 59

Analytics Publishing Metadata Structured Data 59

CIO Business Intelligence

JUNE 14, 2023

Additionally, it is vital to be able to execute computing operations on the 1000+ PB within a multi-parallel processing distributed system, considering that the data remains dynamic, constantly undergoing updates, deletions, movements, and growth. Consider data types.

Unstructured Data 64

Unstructured Data IT Manufacturing Visualization 64

Ontotext

OCTOBER 12, 2023

LLMs] call into question a fundamental tenet of Data Management: that in order to address non-trivial information needs, the first step is to explicitly structure data in order to lift them from the ambiguous swamp of our human language. He also reminded us all about his wonderful book , available online with open access.

Modeling 75

Modeling Recreation/Entertainment Data Processing Metadata 75

AWS Big Data

JUNE 26, 2024

There could be a dedicated account that acts like a producer to share data, and a few other consumer accounts to subscribe to published assets in the catalog. By doing so, the role has access to the newly subscribed data as well as permissions from previous setups to access data from other AWS resources.

Data Lake 117

Data Lake Data Warehouse Unstructured Data Data Governance 117

Ontotext

JULY 13, 2023

Enterprises generate an enormous amount of data and content every minute. Knowledge graphs allow organizations to enrich it with semantic metadata, making it ready to be used across teams and enterprise systems. Partner with PoolParty and GraphDB to build knowledge graphs for enterprise applications.

Enterprise 52

Enterprise Metadata Digital Transformation Software 52

Ontotext

MAY 5, 2023

Here, the ability of knowledge graphs to integrate diverse data from multiple sources is of high relevance. As you can see from the slide below, knowledge graphs can provide a single access point for various types of data such as structured data, knowledge organization systems, transactional data and signals from unstructured content.

Data Collection 64

Data Collection Risk Data-driven Interactive 64

IBM Big Data Hub

JANUARY 18, 2023

In another decade, the internet and mobile started the generate data of unforeseen volume, variety and velocity. It required a different data platform solution. Hence, Data Lake emerged, which handles unstructured and structured data with huge volume. Data discoverability. Data mesh: A mostly new culture.

Data Lake 52

Data Lake Data Warehouse Data-driven Metadata 52

Ontotext

JULY 6, 2023

This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction. There are four groups of data that are naturally siloed: Structured data (e.g.,

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Ontotext

MARCH 22, 2024

Professionals working on disinformation detection in domains such as Media and Publishing , social studies, and civil security have to sift through large quantities of online content in order to identify mentions of events of interest and extract the key information about them.

Modeling 59

Modeling Metadata Structured Data Publishing 59

AWS Big Data

AUGUST 15, 2024

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. Amazon DataZone natively supports data sharing for Amazon Redshift data assets. In the post_dq_results_to_datazone.py

Data Quality 111

Data Quality Visualization Metadata Key Performance Indicator 111

AWS Big Data

AUGUST 16, 2023

Change Data Capture (CDC) in the context of a data lake refers to the process of capturing and propagating changes made to source data. Source systems often lack the capability to publish data that is modified or changed. We fetch the metadata of the users_xxxxxx table from Athena.

Data Lake 94

Data Lake Metadata Testing Snapshot 94

Ontotext

DECEMBER 17, 2024

This is a GraphDB-powered system that gathers fact-checking content (also called debunks or debunking articles) and enriches it with meaningful metadata and other information. Thanks to the connections in the graph between the source articles and the enrichments, the data is efficiently retrieved to perform further analysis.

IT 52

IT Metadata Visualization Modeling 52

Cloudera

OCTOBER 7, 2021

Those decentralization efforts appeared under different monikers through time, e.g., data marts versus data warehousing implementations (a popular architectural debate in the era of structured data) then enterprise-wide data lakes versus smaller, typically BU-Specific, “data ponds”.

Metadata 129

Metadata Cost-Benefit Enterprise Interactive 129

erwin

AUGUST 31, 2023

Let’s explore the continued relevance of data modeling and its journey through history, challenges faced, adaptations made, and its pivotal role in the new age of data platforms, AI, and democratized data access. Embracing the future In the dynamic world of data, data modeling remains an indispensable tool.

Data-driven 98

Data-driven Modeling Enterprise Structured Data 98

AWS Big Data

NOVEMBER 14, 2024

The solution uses the following key services: Amazon API Gateway – API Gateway is a fully managed service that makes it straightforward developers to create, publish, maintain, monitor, and secure APIs at any scale. APIs act as the entry point for applications to access data, business logic, or functionality from your backend services.

Data Lake 105

Data Lake Metadata Testing Data-driven 105

Ontotext

NOVEMBER 11, 2024

Knowledge graphs, while not as well-known as other data management offerings, are a proven dynamic and scalable solution for addressing enterprise data management requirements across several verticals. The RDF-star extension makes it easy to model provenance and other structured metadata.

Metadata 52

Metadata Knowledge Discovery Data Integration Management 52