AWS Big Data

OCTOBER 11, 2023

We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams. Datasets used for generating insights are curated using materialized views inside the database and published for business intelligence (BI) reporting.

Management 131

Management Metadata Analytics Dashboards 131

AWS Big Data

JULY 18, 2024

It focuses on the key aspect of the solution, which was enabling data providers to automatically publish data assets to Amazon DataZone, which served as the central data mesh for enhanced data discoverability. Data domain producers publish data assets using datasource run to Amazon DataZone in the Central Governance account.

Data Lake 130

Data Lake Publishing Metadata Data-driven 130

FineReport

FEBRUARY 5, 2020

They prefer self-service development, interactive dashboards, and self-service data exploration. Metadata management. Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. Interactive visual exploration.

Metadata 98

Metadata Dashboards Informatics Visualization 98

CIO Business Intelligence

MARCH 6, 2024

Generally, software providers publish a beta version of a feature for enterprises to try and weed out bugs before making it generally available to any willing enterprise customer. While rebranding the Studio platform, Salesforce has also rebranded its Skills Builder feature to Copilot Builder, which is in beta or public preview.

IT 121

IT Metadata Interactive Enterprise 121

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets. Key Design Principles of a Data Mesh.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

APRIL 17, 2024

Today, customers widely use OpenSearch Service for operational analytics because of its ability to ingest high volumes of data while also providing rich and interactive analytics. When the transfer is complete, the primary publishes new checkpoints to all replica copies, notifying them of a new segment being available for download.

Optimization 128

Optimization Snapshot Metadata Cost-Benefit 128

AWS Big Data

MARCH 29, 2024

QuickSight makes it straightforward for business users to visualize data in interactive dashboards and reports. An AWS Glue crawler scans data on the S3 bucket and populates table metadata on the AWS Glue Data Catalog. Select Publish new dashboard as , and enter GlueObservabilityDashboard. Choose Publish dashboard.

Metrics 128

Metrics Visualization Dashboards Publishing 128

AWS Big Data

FEBRUARY 26, 2025

S3 Tables integration with the AWS Glue Data Catalog is in preview, allowing you to stream, query, and visualize dataincluding Amazon S3 Metadata tablesusing AWS analytics services such as Amazon Data Firehose , Amazon Athena , Amazon Redshift, Amazon EMR, and Amazon QuickSight. connection testing, metadata retrieval, and data preview.

Analytics 62

Analytics Data Lake Metadata Data Warehouse 62

Cloudera

FEBRUARY 22, 2022

Companies such as Adobe , Expedia , LinkedIn , Tencent , and Netflix have published blogs about their Apache Iceberg adoption for processing their large scale analytics datasets. . In CDP we enable Iceberg tables side-by-side with the Hive table types, both of which are part of our SDX metadata and security framework.

Snapshot 110

Snapshot Metadata Cost-Benefit Data Architecture 110

AWS Big Data

DECEMBER 5, 2024

Hydro is powered by Amazon MSK and other tools with which teams can move, transform, and publish data at low latency using event-driven architectures. In the future, we plan to profile workloads based on metadata, cross-check them with capacity metrics, and place them in the appropriate MSK cluster.

Metrics 98

Metrics Dashboards Testing Optimization 98

Ontotext

JANUARY 26, 2023

In today’s world, we increasingly interact with the environment around us through data. published as a special topic article in AI magazine, Volume 43, Issue 1 , Spring 2022. The catalog stores the asset’s metadata in RDF. It acts as a catalog of assets that are involved in various publication processes.

Interactive 52

Interactive Metadata Data Integration Data-driven 52

AWS Big Data

AUGUST 13, 2024

Additionally, authorization policies can be configured for a domain unit permitting actions such as who can create projects, metadata forms, and glossaries within their domain units. Several other child domain units with policies can be built within customer domain units, such as customer interactions and profiles.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. from the business interactions), but if not available, then through confirmation techniques of an independent nature. 2 – Data profiling. million a year.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MAY 4, 2023

After deployment, the user will have access to a Jupyter notebook, where they can interact with two datasets from ASDI on AWS: Coupled Model Intercomparison Project 6 (CMIP6) and ECMWF ERA5 Reanalysis. Solution overview Each day, the UK Met Office produces up to 300 TB of weather and climate data, a portion of which is published to ASDI.

Data Processing 122

Data Processing Metadata Informatics Interactive 122

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. Also, datasets are accessed for ML, data exporting, and publishing needs.

Analytics 97

Analytics Data Warehouse Data Lake Metadata 97

AWS Big Data

JULY 14, 2023

This enabled producers to publish data products that were curated and authoritative assets for their domain. The FinAuto team built AWS Cloud Development Kit (AWS CDK), AWS CloudFormation , and API tools to maintain a metadata store that ingests from domain owner catalogs into the global catalog.

Finance 98

Finance Metadata Big Data Recreation/Entertainment 98

Cloudera

MARCH 14, 2023

Once a draft has been created or opened, developers use the visual Designer to build their data flow logic and validate it using interactive test sessions. Managing drafts outside the Catalog keeps a clean distinction between phases of the development cycle, leaving only those flows that are ready for deployment published in the Catalog.

Testing 84

Testing Publishing Metadata Interactive 84

Cloudera

DECEMBER 9, 2022

They value NiFi’s visual, no-code, drag-and-drop UI, the 450+ out-of-the-box processors and connectors, as well as the ability to interactively explore data by starting individual processors in the flow and immediately seeing the impact as data streams through the flow. . Interactivity when needed while saving costs.

Testing 100

Testing Cost-Benefit Interactive Visualization 100

Ontotext

NOVEMBER 4, 2021

These models originate from different use cases: distributed knowledge representation and open data publishing on the web vs graph analytics designed to be as easy to start with as possible. Interesting attendee question : Should I model my data, such as start and end date, as metadata with embedded triples or as N-ary concepts?

Metadata 98

Metadata Visualization Modeling Enterprise 98

AWS Big Data

MAY 31, 2024

Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at any scale. The Lambda function queries OpenSearch Serverless and returns the metadata for the search. Based on metadata, content is returned from Amazon S3 to the user.

Metadata 135

Metadata Data-driven Management Testing 135

AWS Big Data

OCTOBER 11, 2023

Under the Transparency in Coverage (TCR) rule , hospitals and payors to publish their pricing data in a machine-readable format. The Data Catalog contains the table definition, which contains metadata about the data in the machine-readable file. The tables are written to a database, which acts as a container.

Visualization 119

Visualization Dashboards Data-driven Gap analysis 119

CIO Business Intelligence

APRIL 7, 2022

More recently, they’ve been exploring the use of interactive chatbots to check the pulse of employee sentiment at work. KPMG, for example, built its first interactive chatbot in 2016. To fill this gap, some companies are turning to employee surveys aimed at gauging how workers are feeling. Some problems may be too big for AI to fix.

Consulting 145

Consulting Interactive Management Metadata 145

IBM Big Data Hub

MAY 9, 2023

As AI becomes more pervasive, businesses need to feel confident that their models can be relied upon not to “hallucinate” facts or use inappropriate language when interacting with customers. 1] Users can access data through a single point of entry, with a shared metadata layer across clouds and on-premises environments.

Data Warehouse 106

Data Warehouse Machine Learning Cost-Benefit Metadata 106

Ontotext

JANUARY 10, 2024

Any type of metadata or universal data model is likely to slow down development and increase costs, which will affect the time to market and profit. In both cases, semantic metadata is the glue that turns knowledge graphs into hubs of data, metadata, and content. The diagram below illustrates this in a simplified form.

Metadata 72

Metadata Slice and Dice Data Integration Enterprise 72

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.” . Our goal is to give every business the ability to achieve these same types of advantages to move faster in a much easier way.

IT 112

IT Data Architecture Unstructured Data Big Data 112

Cloudera

JANUARY 15, 2021

McKnight Consulting Group recently published their own third party benchmark study comparing the price-performance of Cloudera Data Warehouse to 4 other prominent cloud data warehouse vendors. This provides consistent security and metadata architecture as CDW interacts with other services within CDP. Benchmark Description.

Data Warehouse 96

Data Warehouse Cost-Benefit Consulting Interactive 96

AWS Big Data

SEPTEMBER 13, 2023

AWS has invested in native service integration with Apache Hudi and published technical contents to enable you to use Apache Hudi with AWS Glue (for example, refer to Introducing native support for Apache Hudi, Delta Lake, and Apache Iceberg on AWS Glue for Apache Spark, Part 1: Getting Started ).

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

Ontotext

FEBRUARY 23, 2023

The engines must facilitate the advanced data integration and metadata data management scenarios where an EKG is used for data fabrics or otherwise serves as a data hub between diverse data and content management systems. GraphDB officially passed SNB’s Interactive Workload at scale factor 30 (SF30) – a graph of 1.5

Publishing 52

Publishing Metadata Optimization Testing 52

AWS Big Data

JUNE 12, 2024

OpenSearch Dashboards is a visualization and exploration tool that allows you to create, manage, and interact with visuals, dashboards, and reports based on the data indexed in your OpenSearch cluster. It defines one or more destinations to which a pipeline publishes records. The processor is an optional component of a pipeline.

Dashboards 122

Dashboards Visualization Sales IoT 122

AWS Big Data

APRIL 3, 2024

Visualize AWS Glue Data Quality scores in Amazon DataZone You can now visualize AWS Glue Data Quality scores in data assets that have been published in the Amazon DataZone business catalog and that are searchable through the Amazon DataZone web portal. We use this data source to import metadata information related to our datasets.

Data Quality 119

Data Quality Visualization Metadata Metrics 119

AWS Big Data

NOVEMBER 29, 2023

In 2022, AWS published a dbt adapter called dbt-glue —the open source, battle-tested dbt AWS Glue adapter that allows data engineers to use dbt for cloud-based data lakes along with data warehouses and databases, paying for just the compute they need. The following diagram illustrates the architecture. impl=org.apache.iceberg.aws.s3.S3FileIO

Data Lake 122

Data Lake Management Metrics Data Warehouse 122

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.” . Our goal is to give every business the ability to achieve these same types of advantages to move faster in a much easier way.

IT 97

IT Data Architecture Unstructured Data Big Data 97

Insight

MAY 16, 2019

The images and referenced object’s metadata, such as height and width, coordinates of the bounding boxes, and individual classes, are saved in the PASCAL VOC data format as XML files. Image metadata such as properties and bounding box coordinates are saved as XML. Python-Labellmg interface.

Deep Learning 84

Deep Learning Machine Learning Metadata Data Science 84

Ontotext

AUGUST 30, 2024

This allows researchers to connect genetic information from NCBI Gene with protein data from UniProt, facilitating a more holistic understanding of gene-protein interactions. Building the knowledge graph The LLD Inventory team follows rigorous standards to generate metadata , which describes the data’s content, context, and structure.

Interactive 52

Interactive Metadata Dashboards Cost-Benefit 52

Ontotext

AUGUST 30, 2024

This allows researchers to connect genetic information from NCBI Gene with protein data from UniProt, facilitating a more holistic understanding of gene-protein interactions. Building the knowledge graph The LLD Inventory team follows rigorous standards to generate metadata , which describes the data’s content, context, and structure.

Interactive 52

Interactive Metadata Dashboards Cost-Benefit 52

Ontotext

JULY 15, 2024

It also adds flexibility in accommodating new kinds of data, including metadata about existing data points that lets users infer new relationships and other facts about the data in the graph. Taking additional advantage of the W3C RDF Schema (and optionally OWL) standards to publish data models describing the structure of published data.

Contextual Data 52

Contextual Data Metadata Data Quality Publishing 52

Cloudera

APRIL 3, 2023

We will publish follow up blogs for other data services. 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