Remove data-minimization-design-guideline-new-data-architectures
article thumbnail

Data Minimization as Design Guideline for New Data Architectures

Data Virtualization

IT excels in copying data. It is well known organizations are storing data in volumes that continue to grow. However, most of this data is not new or original, much of it is copied data. For example, data about a.

article thumbnail

Accelerate release lifecycle with pathway to deploy: Part 1

IBM Big Data Hub

The true essence of value emerges when business and IT can collaborate to create new capabilities at a high speed, resulting in greater developer productivity and speed to market. Automatic generation of specific data needed for security and compliance reviews. Those objectives require a target operating model.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

What is TOGAF? An enterprise architecture methodology for business

CIO Business Intelligence

The Open Group Architecture Framework (TOGAF) is an enterprise architecture methodology that offers a high-level framework for enterprise software development. What’s new in TOGAF 10? The biggest change to TOGAF is its new modular format. TOGAF definition.

article thumbnail

What is data governance? Best practices for managing data assets

CIO Business Intelligence

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. It encompasses the people, processes, and technologies required to manage and protect data assets.

article thumbnail

Automating Model Risk Compliance: Model Monitoring

DataRobot Blog

In our previous two posts, we discussed extensively how modelers are able to both develop and validate machine learning models while following the guidelines outlined by the Federal Reserve Board (FRB) in SR 11-7. Assumptions used in designing a machine learning model may be quickly violated due to changes in the process being modeled.

Risk 59
article thumbnail

Introducing the AWS ProServe Hadoop Migration Delivery Kit TCO tool

AWS Big Data

The self-serve HMDK TCO tool accelerates the design of new cost-effective Amazon EMR clusters by analyzing the existing Hadoop workload and calculating the total cost of the ownership (TCO) running on the future Amazon EMR system. Refactoring coupled compute and storage to a decoupling architecture is a modern data solution.

article thumbnail

Teradata Storage Optimization

BizAcuity

Introduction Teradata is an integrated platform that provides functionality to store, access, and analyze organizational data on the Cloud as well as On-Premise infrastructure. Teradata is based on a parallel Data Warehouse with shared-nothing architecture. Data is stored in a row-based format.