Data Masking/Protection
Abstract: Data collected, processed, and saved across industries is constantly generated and updated. Database (DB) tables can be refreshed with new data from applications or events in intervals as frequent as a fraction of a second. Read More
Data Masking/Protection
Abstract: The process of transferring data from one database (DB) to another can be complicated when those DBs do not use the same data types. A DB Data Type Mapping wizard is now implemented in IRI Workbench to help solve this problem for SortCL-driven data management jobs with different sources and targets. Read More
Test Data
Abstract: This article demonstrates how to synthesize realistic data to populate a full database schema with referential integrity in one operation via the IRI RowGen New Set File and New Database Test Data Job wizards in IRI Workbench. Read More
Data Masking/Protection
Abstract: Previously the DarkShield API for Files could perform black-box redaction of primary account numbers (PANs, also known as CCNs) on credit cards only within defined areas in the image . Read More
Data Masking/Protection
Public and private cloud file systems are becoming increasingly popular places for businesses and government agencies to store their data. Several major competitors have arisen in the cloud storage provider space, with Amazon, Microsoft Azure, and Google Cloud Platform at the top. Read More
Data Migration
Connecting the Microsoft Access database to IRI Workbench and the back-end SortCL data processing program to exploit the many data manipulation and management capabilities of Voracity platform software is a simple process. Read More
Data Migration
This article demonstrates how to use IRI Workbench to facilitate the creation of new relational database tables for everyday database administrator type jobs, and of course jobs you would perform in other IRI products, such as:
IRI NextForm to migrate table data in one database schema to another IRI FieldShield to read flat-file or table data, mask it, and write it into new tables IRI RowGen to synthesize data from scratch into empty tables based on DDL info IRI Voracity to extract, transform, and load data from existing sources to new targetsThanks to the enhanced Data Tools Platform (DTP) interface, IRI Workbench users can easily create and use Structured Query Language (SQL) to build tables and run SQL jobs. Read More
ETL
Data flowing through application development, machine learning, and analytic pipelines must address several needs common to all three, including:
Realism, to reflect production data characteristics and application test requirements; Compliance, with business and data privacy rules, plus DB and analytic models; Availability, or security, of the data (depending on your perspective); and, Auditability, for lineage and accountability. Read More
Test Data
In this article we will discuss how HL7 and X12 messages are structured, and demonstrate how to use the IRI RowGen test data generation software package to generate realistic messages in those (primarily healthcare-related) EDI file formats. Read More
Data Masking/Protection
IRI DarkShield has always had the ability to search through and mask Personally Identifiable Information (PII) and other sensitive data in unstructured sources like PDF documents and image files. Read More
Data Masking/Protection
Named entity recognition (NER) is a type of machine learning (ML) used to detect named entities within the grammatical context of unstructured text (documents). NER is needed to find things like people names and street addresses, since those do not conform to patterns, nor likely have a match to values in a defined list (lookup set). Read More