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. In such an event, the new instance family guarantees recovery of both the cluster metadata and the index data up to the latest acknowledged operation.

Optimization 127

Optimization Snapshot Metadata Cost-Benefit 127

AWS Big Data

MAY 4, 2023

Amazon’s Open Data Sponsorship Program allows organizations to host free of charge on AWS. 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.

Data Processing 120

Data Processing Metadata Informatics Interactive 120

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. 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 97

Metrics Dashboards Testing Optimization 97

erwin

AUGUST 28, 2020

Every new sale, every new inquiry, every website interaction, every swipe on social media generates data. These include data catalog , data literacy and a host of built-in automation capabilities that take the pain out of data preparation. What Is Good Data Governance? Therefore good data governance is proactive not reactive.

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

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.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

CIO Business Intelligence

MARCH 6, 2024

SAP announced today a host of new AI copilot and AI governance features for SAP Datasphere and SAP Analytics Cloud (SAC). We have cataloging inside Datasphere: It allows you to catalog, manage metadata, all the SAP data assets we’re seeing,” said JG Chirapurath, chief marketing and solutions officer for SAP. “We

Unstructured Data 129

Unstructured Data Dashboards Business Intelligence Data Governance 129

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. All of the resources are defined in a sample AWS Cloud Development Kit (AWS CDK) template.

Metrics 127

Metrics Visualization Dashboards Publishing 127

AWS Big Data

APRIL 25, 2024

In the second account, Amazon MWAA is hosted in one VPC and Redshift Serverless in a different VPC, which are connected through VPC peering. VPC endpoints are created for Amazon S3 and Secrets Manager to interact with other resources. Otherwise, it will check the metadata database for the value and return that instead.

Metadata 132

Metadata Data Processing Management Testing 132

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. This is definitely not in line with reality.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

JUNE 14, 2024

If it isn’t hosted on your infrastructure, you can’t be as certain about its security posture. With Amazon Q in QuickSight, every user can generate interactive data stories, without waiting for BI experts or data scientists to update the data and produce new dashboards.

Dashboards 125

Dashboards Visualization Business Intelligence Risk 125

AWS Big Data

JULY 14, 2023

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. The global catalog is also periodically fully refreshed to resolve issues during metadata sync processes to maintain resiliency.

Finance 98

Finance Metadata Big Data Recreation/Entertainment 98

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

AWS Big Data

MARCH 9, 2023

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards and reports, and share these with tens of thousands of users, either within QuickSight or embedded in your application or website. SDK Feature overview The QuickSight SDK v2.0

Slice and Dice 98

Slice and Dice Dashboards Analytics Interactive 98

AWS Big Data

OCTOBER 18, 2023

FINRA centralizes all its data in Amazon Simple Storage Service (Amazon S3) with a remote Hive metastore on Amazon Relational Database Service (Amazon RDS) to manage their metadata information. host') export PASSWORD=$(aws secretsmanager get-secret-value --secret-id $secret_name --query SecretString --output text | jq -r '.password')

Big Data 104

Big Data Data Processing Interactive Testing 104

AWS Big Data

MAY 31, 2024

The workflow includes the following steps: The end-user accesses the CloudFront and Amazon S3 hosted movie search web application from their browser or mobile device. 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

Cloudera

JANUARY 21, 2022

System metadata is reviewed and updated regularly. The cluster architecture can be split across a number of zones as illustrated in the following diagram: Outside the perimeter are source data and applications, the gateway zones are where administrators and applications will interact with the core cluster zones where the work is performed.

Data Processing 112

Data Processing Management Cost-Benefit Finance 112

AWS Big Data

AUGUST 16, 2023

Iceberg captures metadata information on the state of datasets as they evolve and change over time. AWS Glue crawlers will extract schema information and update the location of Iceberg metadata and schema updates in the Data Catalog. Choose Create.

Data Lake 98

Data Lake Metadata Snapshot Analytics 98

AWS Big Data

JANUARY 27, 2023

The AWS Glue Data Catalog provides a uniform repository where disparate systems can store and find metadata to keep track of data in data silos. With unified metadata, both data processing and data consuming applications can access the tables using the same metadata. For metadata read/write, Flink has the catalog interface.

Data Lake 91

Data Lake Metadata Business Analysis Data-driven 91

AWS Big Data

MARCH 26, 2024

Customer 360 (C360) provides a complete and unified view of a customer’s interactions and behavior across all touchpoints and channels. Profile aggregation – When you’ve uniquely identified a customer, you can build applications in Managed Service for Apache Flink to consolidate all their metadata, from name to interaction history.

Data Strategy 101

Data Strategy Strategy Data Warehouse Prescriptive Analytics 101

AWS Big Data

JUNE 18, 2024

To enable multimodal search across text, images, and combinations of the two, you generate embeddings for both text-based image metadata and the image itself. When you use the neural plugin’s connectors, you don’t need to build additional pipelines external to OpenSearch Service to interact with these models during indexing and searching.

Dashboards 117

Dashboards Metadata Modeling Visualization 117

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. When a mix of batch, interactive, and data serving workloads are added to the mix, the problem becomes nearly intractable. Noisy Neighbors in Large, Multi-Tenant Clusters.

Metadata 86

Metadata Data Lake Optimization Strategy 86

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Set up Athena to run interactive SQL. In this section, we cover common ways to interact, filter, and process the Common Crawl dataset. Create an EMR Serverless environment.

Metadata 120

Metadata Modeling Data Processing Unstructured Data 120

IBM Big Data Hub

JUNE 12, 2023

Public cloud support: Many CSPs use hyperscalers like AWS to host their 5G network functions, which requires automated deployment and lifecycle management. Hybrid cloud support: Some network functions must be hosted on a private data center, but that also the requires ability to automatically place network functions dynamically.

Testing 66

Testing Data Processing Metadata Management 66

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. Amazon SQS receives an Amazon S3 event notification as a JSON file with metadata such as the S3 bucket name, object key, and timestamp.

Dashboards 120

Dashboards Visualization Sales IoT 120

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. Efficient cloud migrations McKinsey predicts that $8 out of every $10 for IT hosting will go toward the cloud by 2024. We’ve compiled six key reasons why financial organizations are turning to lineage platforms like MANTA to get control of their data.

Cost-Benefit 90

Cost-Benefit Metadata Data Governance Reporting 90

AWS Big Data

MAY 16, 2024

First, the Airflow REST API support enables programmatic interaction with Airflow resources like connections, Directed Acyclic Graphs (DAGs), DAGRuns, and Task instances. Furthermore, the user’s permissions for interacting with the REST API are determined by the Airflow role assigned to them within Amazon MWAA.

Testing 119

Testing Metrics Interactive Management 119

bridgei2i

MARCH 3, 2021

In this episode of the AI to Impact Podcast, host Pavan Kumar speaks to Prinkan Pal about the evolution of data engineering and ML-operations from a closed team into a tech consulting unit. I’m your host – Pawan Kumar. Thanks for making the time for this interaction today. Listening time: 12 minutes.

Enterprise 98

Enterprise Digital Transformation Data-driven Interactive 98

AWS Big Data

MARCH 10, 2023

Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. The transformed zone is an enterprise-wide zone to host cleaned and transformed data in order to serve multiple teams and use cases. Data can be organized into three different zones, as shown in the following figure.

Data Lake 120

Data Lake Sales Data Warehouse Snapshot 120

Ontotext

DECEMBER 1, 2023

Atanas Kiryakov presenting at KGF 2023 about Where Shall and Enterprise Start their Knowledge Graph Journey Only data integration through semantic metadata can drive business efficiency as “it’s the glue that turns knowledge graphs into hubs of metadata and content”.

Metadata 78

Metadata Sales Machine Learning Consulting 78

AWS Big Data

NOVEMBER 16, 2023

Performance It is not uncommon for sub-second SLAs to be associated with data vault queries, particularly when interacting with the business vault and the data marts sitting atop the business vault. Chargeback metadata Amazon Redshift provides different pricing models to cater to different customer needs.

Enterprise 109

Enterprise Data Warehouse Snapshot Cost-Benefit 109

AWS Big Data

JULY 16, 2024

Priority 2 logs, such as operating system security logs, firewall, identity provider (IdP), email metadata, and AWS CloudTrail , are ingested into Amazon OpenSearch Service to enable the following capabilities. Develop log and trace analytics solutions with interactive queries and visualize results with high adaptability and speed.

Insurance 128

Insurance Management Cost-Benefit Optimization 128

Alation

FEBRUARY 20, 2020

What the mapping is of technical metadata to business descriptions. Alation Connect synchronizes metadata, sample data, and query logs into the Alation Data Catalog. All connections allow for Alation Data Catalog to automatically inventory & catalog queries and these engines may be hosted and operated on-premise or in the cloud.

Metadata 52

Metadata Enterprise Data Processing Data Architecture 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

AWS Big Data

MARCH 13, 2024

The Data Catalog provides metadata that allows analytics applications using Athena to find, read, and process the location data stored in Amazon S3. The crawlers will automatically classify the data into JSON format, group the records into tables and partitions, and commit associated metadata to the AWS Glue Data Catalog. Choose Run.

Analytics 120

Analytics IoT Metadata Internet of Things 120

AWS Big Data

DECEMBER 21, 2023

After the data lands in Amazon S3, smava uses the AWS Glue Data Catalog and crawlers to automatically catalog the available data, capture the metadata, and provide an interface that allows querying all data assets. Evolution of the data platform requirements smava started with a single Redshift cluster to host all three data stages.

Data Lake 113

Data Lake Data Warehouse Data-driven B2B 113

AWS Big Data

JULY 14, 2023

Each business capability then has visibility into all the associated digital assets and mapped metadata of the services, such as consumers of the API. Athena – Athena is an interactive query service that makes it easy to analyze data directly in Amazon Simple Storage Service (Amazon S3) using standard SQL.

Modeling 97

Modeling Visualization Reporting Measurement 97

IBM Big Data Hub

APRIL 11, 2024

For instance, it is increasingly advisable to provide transparency to end users about the presence and use of any AI they are interacting with. Responsibility for risk: These forms can imply that model owners will be absolved of risk because they used a certain technology or cloud host or procured a model from a third party.

Risk 74

Risk Consulting Data Processing Publishing 74