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Disciplines of managing data as a resource
Data management comprises all disciplines related to handling data as a valuable resource, it is the practice of managing an organization's data so it
Data_management
Organized collection of data in computing
database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts
Database
Planning and operation of data centers
Data center management is the collection of tasks performed by those responsible for managing ongoing operation of a data center. This includes business
Data_center_management
Use of tools to track data related to a product
Product data management (PDM) is the name of a business function within product lifecycle management (PLM) that denotes the management and publication
Product_data_management
Customer data management (CDM) is the ways in which businesses keep track of their customer information and survey their customer base in order to obtain
Customer_data_management
Facility used to house computer servers
DNA data storage, as examples. Computer cooling Data center management Internet exchange point Internet hosting service Microsoft underwater data center
Data_center
Unit of information
governance Data integrity Data maintenance Data management Data mining Data modeling Data point Data preservation Data protection Data publication Data remanence
Data
Practice for controlling corporate data
Master data management (MDM) is a discipline in which business and information technology collaborate to ensure the uniformity, accuracy, stewardship
Master_data_management
Organization of data management professionals
The Data Management Association (DAMA), formerly known as the Data Administration Management Association,[citation needed] is a global not-for-profit organization
Data_Management_Association
Test data management (TDM) is a process in software testing concerned with the creation, preparation, and control of data used for testing software systems
Test_data_management
Database operation that restores a previous state
command that causes all data changes since the last START TRANSACTION or BEGIN to be discarded by the relational database management systems (RDBMS), so that
Rollback_(data_management)
Data format management (DFM) is the application of a systematic approach to the selection and use of the data formats used to encode information for storage
Data_format_management
Formal document outlining data treatment
A data management plan or DMP is a formal document that outlines how data are to be handled both during a research project, and after the project is completed
Data_management_plan
Software platform for collecting and managing data
A data management platform (DMP) is a software platform used for collecting and managing data. DMPs allow businesses to identify audience segments, which
Data_management_platform
Serial bus connecting MAC devices with the Ethernet physical layer
Management Data Input/Output (MDIO), also known as Serial Management Interface (SMI) or Media Independent Interface Management (MIIM), is a serial bus
Management_Data_Input/Output
Meter data management (MDM) refers to software that performs long-term data storage and management for the vast quantities of data delivered by smart metering
Meter_data_management
Process for collecting and managing clinical trial data
data management (CDM) is a critical process in clinical research, which leads to generation of high-quality, reliable, and statistically sound data from
Clinical_data_management
Data classification is the process of organizing data into categories based on attributes like file type, content, or metadata. The data is then assigned
Data classification (data management)
Data_classification_(data_management)
Capability that enables an organization to ensure high data quality
is a data management concept and forms part of corporate/organizational data governance. Data governance involves delegating authority over data and exercising
Data_governance
Organisational activity concerning information lifecycle
it then gains more value. Information management is closely related to, and overlaps with, the management of data, systems, technology, processes and –
Information_management
Data that is findable, accessible, interoperable, and reusable
Guides on implementing FAIR data practices state that the cost of a data management plan in compliance with FAIR data practices should be 5% of the
FAIR_data
Software creating a unified customer database accessible to other systems
existing enterprise data warehouse. Infrastructure CDPs function similarly to data management platforms, supporting upstream data operations such as event
Customer_data_platform
Making a set of tentative changes to a database permanent
In computer science and data management, a commit is a behavior that marks the end of a transaction and provides Atomicity, Consistency, Isolation, and
Commit_(data_management)
Centralized storage of knowledge
historical data analysis and is reactive. Predictive systems are also used for customer relationship management (CRM). A data mart is a simple data warehouse
Data_warehouse
Extremely large or complex datasets
data for the first time may trigger a need to reconsider data management options. For others, it may take tens or hundreds of terabytes before data size
Big_data
Non-transactional data about business entities
DAMA-DMBOK: Data Management Body of Knowledge. Data Management Association. 2017. ISBN 978-1634622349. "Gartner Glossary: Master Data Management". Retrieved
Master_data
like software design, network planning, tech, data, data center support etc. Information Technology Management extends beyond technical support to encompass
Information technology management
Information_technology_management
Process of analyzing large data sets
Aside from the raw analysis step, it also involves database and data management aspects, data pre-processing, model and inference considerations, interestingness
Data_mining
Set of software design patterns in a database
specific to a database management system. Unlike data access, no standard exists for transaction logs. Most database management systems do not document
Change_data_capture
State of qualitative or quantitative pieces of information
data quality including principles, vocabulary and measurement data governance data quality management data quality assessment quality of master data,
Data_quality
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions
Data_analysis
American corporation in San Angelo, Texas
TimeClock Plus LLC. (TCP), formally Data Management Inc. (DMI), is an American corporation in San Angelo, Texas. It was founded by Jorge Ellis in 1988
Data_Management_Inc.
Systems to give users appropriate access
under the overarching umbrellas of IT security and data management. Identity and access management systems not only identify, authenticate, and control
Identity and access management
Identity_and_access_management
Data management system used in clinical research
clinical data management system (CDMS) is a tool used in clinical research to manage the data of a clinical trial. The clinical trial data gathered at
Clinical data management system
Clinical_data_management_system
Software architecture
Distributed Data Management Architecture (DDM) is IBM's open, published software architecture for creating, managing and accessing data on a remote computer
Distributed Data Management Architecture
Distributed_Data_Management_Architecture
Method of data management
It can apply to both primary data and secondary data derived from data, or metadata. In order to use restricted data, data consumers must accept the conditions
Data sovereignty (data management)
Data_sovereignty_(data_management)
Software platform
information management (PIM), master data management (MDM), customer data management (CDP), digital asset management (DAM), content management (CMS), and
Pimcore
American software company
integration platform as a service (iPaaS), data integration, API management, master data management, data preparation, and AI-powered automation. The
Boomi,_LP
Cloud storage standard
ISO/IEC 17826 Information technology — Cloud Data Management Interface (CDMI) Version 2.0.0 is an international standard that specifies a protocol for
Cloud Data Management Interface
Cloud_Data_Management_Interface
Repository of data stored in a raw format
example: any tools or data management practices that are not data warehouses; a particular technology for implementation; a raw data reservoir; a hub for
Data_lake
The Object Data Management Group (ODMG) was conceived in the summer of 1991 at a breakfast with object database vendors that was organized by Rick Cattell
Object_Data_Management_Group
A relational data stream management system (RDSMS) is a distributed, in-memory data stream management system (DSMS) that is designed to use standards-compliant
Relational data stream management system
Relational_data_stream_management_system
Set of questions in relational database theory
data management describes a branch and set of research questions in relational database theory that aim to reverse the common focus of standard data management
Reverse_data_management
A technical data management system (TDMS) is a document management system (DMS) pertaining to the management of technical and engineering drawings and
Technical data management system
Technical_data_management_system
Data about other data
strategic guidance to management. Metadata is an important tool in how data is stored in data warehouses. The purpose of a data warehouse is to house
Metadata
Relational database programming language
manage data, especially in a relational database management system (RDBMS). It is particularly useful in handling structured data, i.e., data incorporating
SQL
Process of securing digital information
Data security or data protection is the process of securing digital information to protect it from online threats. Data security or protection means protecting
Data_security
Data professional role relating to data governance practice
use, security and management of data. A data steward would also participate in the development and implementation of data assets. A data steward may seek
Data_steward
Recording of information in a storage medium
Data storage is the recording (storing) of information (data) in a storage medium. Handwriting, phonographic recording, magnetic tape, and optical discs
Data_storage
Database transaction integrity concept
lower isolation level increases the ability of many users to access the same data at the same time, but also increases the number of concurrency effects (such
Isolation_(database_systems)
Process of digitizing data
Data entry is the process of digitizing data by entering it into a computer system for organization and management purposes. It is a person-based process
Data_entry
Data used to classify or categorize other data
reference data Master data Data modeling Master data management Enterprise bookmarking Data architecture Transaction data Code (metadata) DAMA-DMBOK: Data Management
Reference_data
Field of study to extract knowledge from data
"Spark SQL: Relational Data Processing in Spark". Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ACM. pp. 1383–1394.
Data_science
Origins and events of data
data lineage with data quality measures and master data management adds business value. Although data lineage is typically represented through a graphical
Data_lineage
Software engineering approach to designing and developing information systems
modelling, processing, and metadata management. This change in approach was particularly focused on cloud computing. Data started to be handled and used by
Data_engineering
Combining data from multiple sources
semantics management Change data capture Core data integration Customer data integration Cyberinfrastructure Data blending Data curation Data fusion Data mapping
Data_integration
Software infrastructure for improving research and storing data
implementation itself. All LIMSs have a workflow component and some summary data management facilities but beyond that there are significant differences in functionality
Laboratory information management system
Laboratory_information_management_system
American developer of data management software
and manage secondary data. In October, Cohesity announced the public launch of its data management products, DataPlatform and DataProtect. As part of coming
Cohesity
Technical document summarizing components
created, stored, and distributed via product information management or product data management systems. Depending on the specific purpose, a datasheet
Datasheet
American cloud data management company
Rubrik, Inc. is an American cloud data management and data security company based in Palo Alto, California, founded in January 2014. The company is listed
Rubrik
Structured data and method for its publication
In computing, linked data is structured data which is associated with ("linked" to) other data. Interlinking makes the data more useful through semantic
Linked_data
Guarantee of validity following an update
Clements, A.T.; Zhang, I.; Madden, S.; Liskov, B. "Transactional Consistency and Automatic Management in an Application Data Cache" (PDF). Mit Csail.
Consistency (database systems)
Consistency_(database_systems)
Cloud computing platform by Microsoft
Azure, is the cloud computing platform developed by Microsoft. It offers management, access and development of applications and services to individuals, companies
Microsoft_Azure
Openly accessible data
initiatives Data.gov, Data.gov.uk and Data.gov.in. Open data can be linked data—referred to as linked open data. One of the most important forms of open data is
Open_data
Correcting inaccurate computer records
record and field the error occurred and the error condition. Data editing Data management Data mining Database repair Iterative proportional fitting Record
Data_cleansing
System to capture, manage, and present geographic data
and trends Fiber network management for interdepartmental network assets School analytical and demographic data, asset management, and improvement/expansion
Geographic_information_system
Government agency of Saudi Arabia
National Data Management Office (NDMO) (Arabic: مكتب إدارة البيانات الوطنية) is one of the affiliated bodies of the Saudi Authority for Data and Artificial
Saudi Authority for Data and Artificial Intelligence
Saudi_Authority_for_Data_and_Artificial_Intelligence
Abstract model
integrity aspects of the data stored in data management systems such as relational databases. They may also describe data with a looser structure, such as word
Data_model
Concept of data breach protection
"Data in motion" refers to data traveling across internal or external networks. DLP systems monitor and control this flow. False positive management remains
Data_loss_prevention_software
Microsoft SQL Server Master Data Services (MDS) is a Master Data Management (MDM) product from Microsoft that ships as a part of the Microsoft SQL Server
Microsoft SQL Server Master Data Services
Microsoft_SQL_Server_Master_Data_Services
Integration of software development and operations
2021-06-28 DataKitchen (2017-12-19). "2017: The Year of DataOps". data-ops. Retrieved 2018-01-24. "Gartner Hype Cycle for Data Management Positions Three
DevOps
Computer-based technologies
IT system. IT systems play a vital role in facilitating efficient data management, enhancing communication networks , and supporting organizational processes
Information_technology
Distributed architecture framework for data management
their Slack channel. Data product Data management Data platform Data vault modeling, method of data modeling with storage of data from various operational
Data_mesh
Set of metadata that contains definitions and representations of data elements
What is a data dictionary? Archived 12 February 2009 at the Wayback Machine U.S. Patent 4774661, Database management system with active data dictionary
Data_dictionary
Process of salvaging inaccessible data from corrupted or damaged secondary storage
In computing, data recovery is a process of retrieving deleted, inaccessible, lost, corrupted, damaged, or overwritten data from secondary storage, removable
Data_recovery
American software company
Treasure Data is a privately held company that provides customer data platforms in the form of data management and analytics software. The company developed
Treasure_Data
Software company
SAP automation products; Verify for data quality, data governance, data observability, and master data management products; Locate for location intelligence
Precisely_(company)
Digital database whose organization is based on the relational model of data
of data, as proposed by E. F. Codd in 1970. A Relational Database Management System (RDBMS) is a type of database management system that stores data in
Relational_database
Spaces used for housing data
virtual data room? A comprehensive guide to secure document management". Diligent. 2026-02-17. Retrieved 2026-02-24. "What Is a Virtual Data Room (VDR)
Data_room
Data analytics transformation tool
Data build tool (dbt) is an open-source command line tool that helps analysts and engineers transform data in their warehouse more effectively. It started
Data_build_tool
Type of data asset
In data management and product management, a data product is a reusable, active, and standardized data asset designed to deliver measurable value to its
Data_product
Center of data exchange
A data hub is a center of data exchange that is supported by data science, data engineering, and data warehouse technologies to interact with endpoints
Data_hub
Organization of collected data
principled and controlled data creation, maintenance, and management, together with the capacity to add value to data". In science, data curation may indicate
Data_curation
Approach to data management
Data virtualization is an approach to data management that allows an application to retrieve and manipulate data without requiring technical details about
Data_virtualization
Gathering information for analysis
individual data items Individual staff or site performance problems Shadow effect Controlled experiment Data acquisition Data curation Data management Observational
Data_collection
SAP NetWeaver Master Data Management (SAP NW MDM) is a component of SAP's NetWeaver product group and is used as a platform to consolidate, cleanse and
SAP NetWeaver Master Data Management
SAP_NetWeaver_Master_Data_Management
Process of linking data objects in distinct models
In computing and data management, data mapping is the process of creating data element mappings between two distinct data models. Data mapping is used
Data_mapping
Dynamic data or transactional data is a concept and practice in data management. It is information that is periodically updated, meaning it changes asynchronously
Dynamic_data
Any computer program for end-user use
planning systems, customer relationship management (CRM) systems, data replication engines, and supply chain management software. Departmental Software is
Application_software
Managing marketing and sales information
management (PIM) is the process of managing all the information required to market and sell products through distribution channels. This product data
Product information management
Product_information_management
Computer software system
A data stream management system (DSMS) is a computer software system to manage continuous data streams. It is similar to a database management system (DBMS)
Data_stream_management_system
Strategies for analysis and use of data
strategies, methodologies, and technologies used by enterprises for data analysis and management of business information to inform business strategies and business
Business_intelligence
Information systems good practice for data normalization
supporting architectures are: Master data management (MDM) Event store and event sourcing (ES) A master data management system typically serves as the source
Single_source_of_truth
Process of managing interactions with customers
relationship management (CRM) is a strategic process that organizations use to manage, analyze, and improve their interactions with customers. By using data-driven
Customer relationship management
Customer_relationship_management
US technology company
including Laboratory Information Management Systems (LIMS), Electronic Lab Notebook (ELN), and Scientific Data Management Systems (SDMS). Founded by Kevin
Sapio_Sciences
Advanced data management program
Nesstar was a suite of data and metadata management software created in 2000 and maintained by the former Norwegian Social Science Data Services (also known
Nesstar
American company
California, that sells enterprise tag management, an API hub, a customer data platform with machine learning, and data management products. It has offices in the
Tealium
Organised collection of documents
Knowledge management Library science Product data management Revision control Snippet management Taxonomy (general) Technical data management system Technical
Document_management_system
In data management, a data contract is an agreement between data producers and data consumers. It contains a detailed schema creating a link between business
Data_contract
Group of spatially dispersed and dedicated sensors
collaborative sensor data management platforms are on-line database services that allow sensor owners to register and connect their devices to feed data into an online
Wireless_sensor_network
DATA MANAGEMENT
DATA MANAGEMENT
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Girl/Female
Hindu
A creeper
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
DATA MANAGEMENT
DATA MANAGEMENT
Boy/Male
Indian, Telugu
Chariot
Boy/Male
Tamil
Boy/Male
Indian, Kannada, Punjabi, Sikh
One who Fights for Peace
Boy/Male
Tamil
Sathya Raj | ஸதà¯à®¯ ராஜ
Truth
Girl/Female
Latin American
Three in one.
Girl/Female
Hindu, Indian, Marathi, Tamil
Heavenly; Heart of Avi
Boy/Male
Tamil
Chitrannam | சிதà¯à®°à®¨à¯à®¨à®¾à®®
Pullannam
Girl/Female
Indian
Stoppance
Girl/Female
Sikh
Absorbed in gods remembrance
Boy/Male
Hindu
A great sage
DATA MANAGEMENT
DATA MANAGEMENT
DATA MANAGEMENT
DATA MANAGEMENT
DATA MANAGEMENT
p. pr. & vb. n.
of Date
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
n. pl.
See Datum.
n.
Given or assigned length of life; dyration.
n.
Death; decease; the date of one's death.
a.
Without date; having no fixed time.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
a.
Being out of date; antiquated.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
a.
Erroneous in date; containing an anachronism.
imp. & p. p.
of Date
n.
Prior date; a date antecedent to another which is the actual date.
n.
The fruit of the date palm; also, the date palm itself.
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
pl.
of Datum
v. t.
To date erroneously.
n.
Assigned end; conclusion.