AWS Big Data

JULY 20, 2023

We illustrate a cross-account sharing use case, where a Lake Formation steward in producer account A shares a federated Hive database and tables using LF-Tags to consumer account B. The admin continues to set up Lake Formation tag-based access control (LF-TBAC) on the federated Hive database and share it to account B. Launch an EMR 6.10

Data Lake 79

Data Lake Metadata Data Processing Big Data 79

AWS Big Data

OCTOBER 10, 2023

In this post, we showcase how to use AWS Glue with AWS Glue Data Quality , sensitive data detection transforms , and AWS Lake Formation tag-based access control to automate data governance. For the purpose of this post, the following governance policies are defined: No PII data should exist in tables or columns tagged as public.

Data Quality 89

Data Quality Data Governance Data Lake Testing 89

CIO Business Intelligence

APRIL 25, 2024

For example, the aggregation of billing data, and the act of grouping tags to populate all the attributes that must be applied after data ingestion, can be burdensome on some cloud cost optimization tools, slowing down efforts to react to the spending data. “You ClearData’s tech stack ensured that appropriate tags remained during deployment.

Management 74

Management Optimization Strategy Enterprise 74

Cloudera

MARCH 4, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. View and access entities that are classified with tags related to “finance.”

Metadata 52

Metadata Data Governance Management Finance 52

CIO Business Intelligence

APRIL 24, 2024

Many see the high price tag of initial offerings and a lack of understanding as to how workflows will need to be adjusted to truly capture the value of copilots as deterrents to signing on for the added functionality. The announcement comes amid reluctance among some CIOs regarding the ROI of generative AI copilots.

Enterprise 108

Enterprise Digital Transformation Consulting Risk 108

AWS Big Data

NOVEMBER 6, 2023

Set up application integration settings To enforce permissions for the EMR cluster, you need to register a session tag value with Lake Formation. Lake Formation uses this session tag to authorize callers and provide access to the data lake. We register Amazon EMR as the session tag value. Choose Save.

Data Lake 92

Data Lake Sales Management Testing 92

CIO Business Intelligence

SEPTEMBER 5, 2023

That ease of deployment bypasses conventional checks and balances, which means spending decisions are made without alignment to business needs. Properly tagged resources can be automatically monitored, with alerts that notify stakeholders when infrastructure is deployed outside of governance policies established by the business.

IT 95

IT Digital Transformation Data-driven Business Analysis 95

Jet Global

JANUARY 11, 2024

Automate Your XBRL Tagging When tagging XBRL projects, your finance team might struggle to understand the complicated taxonomy and ensure accuracy within reporting standards. Adapting to evolving regulations and staying updated with changes in tagging practices only adds to the challenge.

Finance 52

Finance Reporting Software Risk 52

AWS Big Data

MAY 25, 2023

If the AWS Glue job succeeded or was stopped without going over the worker or job duration thresholds, or is tagged to not be monitored, no alerts or notifications are sent. You can go to the SNS topic after the deployment is complete and add emails as needed.

Reporting 68

Reporting Metrics Optimization Data Lake 68

AWS Big Data

JULY 3, 2023

We specifically explore how Amazon EMR and the newly developed Apache Iceberg branching and tagging feature can address the challenge of look-ahead bias in backtesting. This is where the tagging feature in Apache Iceberg comes in handy. Create an EMR cluster. Create an EMR notebook using EMR Studio.

Snapshot 82

Snapshot Data Lake Testing Strategy 82

AWS Big Data

OCTOBER 30, 2023

Solution overview Apache Spark offers cluster mode and local mode deployments, with the former incurring latency due to the cluster initialization and warmup. The command runs a CodeBuild project that builds and pushes the Docker image with the latest tag to Amazon ECR. To test it, use PySpark scripts from the spark-scripts folder.

Cost-Benefit 119

Cost-Benefit Enterprise Data Processing Optimization 119

CIO Business Intelligence

NOVEMBER 8, 2023

Automate security deployments through programmable interfaces using infrastructure as code (IaC) templates, along with Public Cloud Service Provider integrations such as AWS gateway load balancer, AWS user-defined tags, and AWS auto-scaling Gain Consistent Threat and Data Protection Elevate cloud workload security to zero trust principles.

Cost-Benefit 130

Cost-Benefit Risk Digital Transformation Reporting 130

DataKitchen

OCTOBER 28, 2021

ML models are being used to aid disease diagnosis like detecting cancer cells, tag photographs in social media, understand speech, identify credit card fraud, increase customer engagement with movie/TV recommendations on video streaming services and much more. AI models can be tested for AI bias as part of their pre-deployment testing.

Testing 130

Testing IT Manufacturing Metrics 130

CIO Business Intelligence

NOVEMBER 7, 2022

Developing models isn’t trivial, and data scientists certainly have challenges cleansing and tagging data, selecting algorithms, configuring models, setting up infrastructure, and validating results. Leaders who want to improve AI delivery performance should address this first question: are data scientists set up for success?

Machine Learning 124

Machine Learning Data Science Experimentation IoT 124

AWS Big Data

MAY 1, 2023

For Configure stack options , we recommend configuring tags, which are key-value pairs that can help you identify your stacks and the resources they create. For Configure stack options , we recommend configuring tags. Enter any tags you want to assign to the stack and choose Next. Choose Next. Choose Next. Choose Next.

Dashboards 81

Dashboards Analytics Visualization Management 81

Cloudera

OCTOBER 30, 2023

Resource tagging CDP Public Cloud allows administrators to easily add tags to the Data Service and resources the platform deploys on the company’s cloud tenant. Afterward, those tags are also used to track resource usage, assign usage to cost centers/departments, and trigger automation policies.

Analytics 75

Analytics Cost-Benefit ROI Business Objectives 75

CDW Research Hub

JULY 22, 2022

Tag-Based Data Masking. Snowflake’s new tag-based masking policies add a much-needed functionality change that enables easier use, future capabilities, and less overall code to maintain. Policy administrators can create a policy for each data type and assign all of those policies to a single tag. Native Application Framework.

Data Lake 84

Data Lake Data Governance Consulting Machine Learning 84

IBM Big Data Hub

DECEMBER 19, 2023

In this stage, the focus is building an enterprise catalog of continuous integration, deployment and testing (CI/CD/CT) and Ops patterns with necessary tooling integrations to automate core development and testing activities. Platform Engineering enterprise catalog offering multiple self-serve capabilities.

Testing 80

Testing Enterprise Modeling Software 80

AWS Big Data

OCTOBER 5, 2023

For more details, refer to Using tags for access control. You can use tags when you create the EMR Serverless application to help search and filter your resources, or track the AWS costs using AWS Cost Explorer. You can also use tags for controlling who can submit jobs to a particular application or modify its configurations.

Big Data 59

Big Data Cost-Benefit Testing Metrics 59

IBM Big Data Hub

DECEMBER 19, 2023

Rapidly deploying applications to cloud requires not just development acceleration with continuous integration, deployment and testing (CI/CD/CT), It also requires supply chain lifecycle acceleration, which involves multiple other groups such as governance risk and compliance (GRC), change management, operations, resiliency and reliability.

Data-driven 69

Data-driven Software Enterprise Testing 69

AWS Big Data

JANUARY 31, 2023

The second method uses LF-Tags, where users can create and associate LF-Tags to databases and tables and grant permission to IAM principals using LF-Tag policies and expressions. With this new version, Lake Formation users can share catalog resources using LF-Tags at the AWS Organizations level.

Data Lake 80

Data Lake Data Governance Data Architecture Machine Learning 80

AWS Big Data

SEPTEMBER 19, 2023

We also need to be able to add new fields and metrics to the risk profiles as our team identifies new attacks, without needing engineering intervention or complex deployments. To achieve cost efficiency, our team built a cost attribution dashboard based on AWS cost allocation tags.

Analytics 77

Analytics Risk Big Data Machine Learning 77

Cloudera

JUNE 15, 2021

By automating cluster deployment this way, you reduce the risk of misconfiguration, promote consistent deployments across multiple clusters in your environment, and help to deliver business value more quickly. . Hence, we were pleased to announce the public release of Ansible-based automation to deploy CDP Private Cloud Base.

Data Processing 82

Data Processing Management Interactive Risk 82

CIO Business Intelligence

MARCH 20, 2024

The main bit that has a lot more focus is the operational technology, and that’s everything from a kiosk to print your boarding pass and a bag tag, to the auto bag drop technology, which takes your bag from the conveyor at check-in to the plane. All of that operational technology is supported by my team.”

Technology 103

Technology Scorecard Digital Transformation Strategy 103

Cloudera

OCTOBER 26, 2020

Provided new data is automatically classified and tagged, the right data access rules can be applied based on that data’s characterization. Attribute or tag-based data access (ABAC) policies ensure the same data can be presented to different users or groups in the appropriate format: as-is, obfuscated, or hidden.

IT 117

IT Unstructured Data Data-driven Data Governance 117

AWS Big Data

AUGUST 31, 2023

Managing OpenSearch Serverless is simple, but with infrastructure as code (IaC) software like Terraform , you can simplify your resource management even more. This post demonstrates how to use Terraform to create, deploy, and clean up OpenSearch Serverless infrastructure. Create an encryption policy. Create an OpenSearch Serverless collection.

Dashboards 102

Dashboards Management Software Analytics 102

AWS Big Data

SEPTEMBER 29, 2023

The following screenshot shows an example of an XML file with tags. For Row tag , enter the name of the root tag that contains the metadata (for example, metadata ). The electric vehicle population data XML file has a response tag at its root level. This tag contains an array of row tags, which are nested within it.

Metadata 65

Metadata Visualization Data-driven Optimization 65

AWS Big Data

MAY 3, 2023

Today, we’re pleased to introduce the Amazon EMR CLI , a new command line tool to package and deploy PySpark projects across different Amazon EMR environments. In this post, we show how you can use the EMR CLI to create a new PySpark project from scratch and deploy it to Amazon EMR Serverless in one command. Package the dependencies.

Data Processing 80

Data Processing Management Testing IT 80

Cloudera

JUNE 26, 2023

It can provide a complete solution for data exploration, data analysis, data visualization, viz applications, and model deployment at scale. For data engineering and data science teams, CDSW is highly effective as a comprehensive platform that trains, develops, and deploys machine learning models.

Testing 76

Testing Data Processing Visualization Data Science 76

CIO Business Intelligence

SEPTEMBER 29, 2023

These skills include expertise in areas such as text preprocessing, tokenization, topic modeling, stop word removal, text classification, keyword extraction, speech tagging, sentiment analysis, text generation, emotion analysis, language modeling, and much more.

Deep Learning 142

Deep Learning Machine Learning Modeling Consulting 142

AWS Big Data

JULY 26, 2023

The deployment phase includes several tasks to move the latest build copy to the production environment, such as packaging, environment configuration, and installation. This means that you can rely on standard software best practices to build your data integration pipeline. jobs locally using a Docker container.

Data Integration 71

Data Integration Snapshot Testing Visualization 71

erwin

AUGUST 29, 2019

Big or Small, Enterprise Architecture Is a Key Part of a Successful Software Deployment Strategy. A good software deployment strategy could be the difference between multiple and costly false starts and a smooth implementation. Not all software deployments and investments are equal. But what does it involve?

Software 91

Software Strategy IT Cost-Benefit 91

AWS Big Data

NOVEMBER 15, 2023

In this post, we demonstrate automating deployment of Amazon Managed Workflows for Apache Airflow (Amazon MWAA) using customer-managed endpoints in a VPC, providing compatibility with shared, or otherwise restricted, VPCs. On the Configuration tab of the Lambda function, in the General configuration section, choose Edit.

Management 90

Management Data Processing Interactive Software 90

IBM Big Data Hub

MARCH 25, 2022

Self-service governed data access : These services enable users to easily find, understand, manipulate and use the data with key governance capabilities like data profiling, data preview, adding tags and annotations to datasets, collaborate in projects and access data anywhere using SQL interfaces or APIs.

Metadata 112

Metadata Data Quality Data Governance Data Integration 112

CIO Business Intelligence

JANUARY 17, 2023

A lower price tag often comes with a pared down, lower-quality product. As a result, even though legacy PDF editors can be extremely expensive, businesses that depend on PDFs often fear losing functionality or weakening security by moving to a lower cost alternative. It’s an understandable fear.

ROI 52

ROI Digital Transformation Risk Consulting 52

AWS Big Data

AUGUST 16, 2023

Also, customers who manage deployments using AWS CloudFormation templates can now create Iceberg tables using the CreateTable API. Under LF-Tags or catalog resources , choose icebergcrawlerblogdb for Databases. Under LF-Tags or catalog resources , choose icebergcrawlerblogdb for Databases and product for Tables. Choose Next.

Data Lake 77

Data Lake Metadata Snapshot Management 77

Occam's Razor

DECEMBER 12, 2016

Google Tag Manager. The single biggest limiting factor in your ability to think smart and move fast when it comes to taking advantage of the latest and greatest features is tagging your site. I was not even asking for something crazy like moving from old lamer tags to a full featured Universal Analytics implementation.

Analytics 141

Analytics Data-driven Strategy Consulting 141