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informatic EDC產品介紹.pdf
Benefits
• Automatically catalog and
classify all types of data
across the enterprise using
an AI-powered catalog
• Identify domains and entities
with intelligent curation
• Enrich data assets with governed
and crowdsourced annotations
• Find data assets through powerful
Google-like semantic search
• Discover and understand your
data assets with a holistic view
including lineage, relationship
views, and data profiling and
quality stats
• Get a complete picture of your
data environment
• Open APIs to integrate into
your environment and expose
intelligent metadata anywhere
Data Sheet
Informatica Enterprise
Data Catalog
Unleash the Power of Data with an Intelligent Data Catalog
Data is the lifeblood of our economy, and data-driven companies turn their data assets into
revenue and profits. The first step in any data-driven digital transformation initiative is to manage
your data as an enterprise asset: take inventory of it, assess its value, and maximize its use—just
like you do with other significant capital and operational investments.
Data is diverse and distributed across many different departments, applications, data warehouses
(some on-premises, others in the cloud), making it a challenge to know exactly what data you have
and where. In the world of big data this becomes even more complex.
Informatica® Enterprise Data Catalog is an AI-powered data catalog that provides a machine
learning-based discovery engine to scan and catalog data assets across the enterprise—across
cloud and on-premises, and big data anywhere. The intelligence in Enterprise Data Catalog is
provided by The CLAIRE™ engine, which provides intelligence by leveraging metadata to deliver
intelligent recommendations, suggestions, and automation of data management tasks. This
enables IT users to be more productive and business users to be full partners in the management
and use of data.
Informatica Enterprise Data Catalog provides business and IT users with powerful semantic
search and dynamic facets to filter search results, data lineage, profiling statistics, holistic
relationship views, data similarity recommendations, and an integrated business glossary. You
can now easily and efficiently manage enterprise data assets to maximize their value throughout
the company. Business users can quickly find data and easily manage the life cycle of business
terms, definitions, reference data, and more.
Informatica Enterprise Data Catalog is an AI-powered data catalog that
provides a machine-learning-based discovery engine to scan and catalog
data assets across the enterprise—across cloud and on-premises and
big data anywhere.
1
Key Features
Metadata APIs to Integrate into Your Environment
Enterprise Data Catalog includes REST-based APIs that enable you to integrate it into your
environment and consume catalog content anywhere. Organizations can share any
intelligent metadata—applications, BI reports, and dashboards—with business users.
Plug-in for Tableau to Enable Governance and Trust in Data
Informatica Enterprise Data Catalog for Tableau delivers agile, self-service analytics with governed
data. It enables Tableau users to access the full resources of Enterprise Data Catalog
when creating and delivering data visualizations. Business users who are consumers of Tableau
reports get a complete side-by-side view of the business and technical context of the worksheet,
dashboard, or data source within Tableau.
Semantic Search with Intelligent Facets
Find and discover the most relevant data sets for your analysis using powerful semantic search
with intelligent facets. Advanced keyword search with token matching finds the most relevant
data assets in the catalog. Semantic search is even applied to inferred data domains so no data
asset is left undiscovered. Intelligent facets, based on the search results, allow users to alter the
search to the data sets of interest.
Data Lineage and Impact Analysis
Interactively trace data origin through business-friendly summarized lineage views that highlight
the end points and not all the complex details in between. A drill-down lineage view expands any
lineage path to show columns and lineage diagram metrics. Users can perform detailed impact
analysis on upstream and downstream data assets.
Holistic Relationship Discovery
Get a holistic view of data in a knowledge graph that lets you quickly search, discover, and
understand enterprise data and meaningful data relationships. Automatically discover related
data sets, technical, business, semantic and usage-based relationships. The holistic data view
shows related data sets, tables, views, data domains, reports, and users. This aids in progressive
discovery of other data sets of interest.
Automated Classifications with Intelligent Domain and Entity Recognition
Automatically classify and identify domains and entities such as customer, product, order etc.
across all structured and unstructured data assets at the field, column and table level. This is
a crucial step in the ability for companies to catalog, govern, and extract value from their data
assets. This classified data enables better search, filtering of search results and business glossary
recommendations. Informatica provides over 60 packaged data domains such as email, credit
card number, social security number, country, city, URL, and company name. Users can add their
own custom domains too. Data assets can be classified using data rules (i.e., columns with data
that matches specific logic defined in the rule) or column name rules (i.e., finds columns that
match column name logic defined in the rule).
2
Figure 1: Quickly find data sets with smart semantic search and dynamic facets.
Integrated Data Quality Statistics
View data profiling statistics alongside technical metadata to understand the quality of data
assets before using data for analysis. Profiling statistics include value distributions, patterns,
and data type and data domain inference.
Business Glossary Integration with Informatica Axon
Informatica Enterprise Data Catalog allows for easy import of business glossary assets such
as terms, policies, and classifications from Informatica Axon™. Add rich business context to the
data by associating business terms with the right technical metadata. Informatica Enterprise
Data Catalog will even recommend term associations. This allows business and IT stewards to
collaboratively manage business metadata that includes efficient human workflow automation.
Informatica Enterprise Data Catalog also supports import of business glossary assets from
Informatica Business Glossary and third-party tools.
Intelligent Data Similarity
Advanced statistical and machine learning algorithms identify similar data and subsets of data.
This powerful capability helps users find the most relevant and trusted data they need. For
example, a telecom analyst interested in customer churn analysis might query data containing
pre-paid customer activity for the current quarter. Informatica Enterprise Data Catalog can
recommend a cleaner version of the data (substitute data), data containing customer activity
for the previous quarter (unionable data), and a customer detail table to enrich the data
set (joinable data).
3
Universal Metadata Connectivity
Extract metadata from any type of data sources across the enterprise such as databases, data
warehouses, applications, cloud data stores, BI tools, Hadoop, NoSQL, and more. Below are some
examples of data sources supported for metadata extraction:
• Databases: Oracle, MS SQL Server, Sybase ASE, IBM DB2, IBM Netezza, Teradata, JDBC,
MySQL, Amazon Redshift, Azure SQL DB, Azure SQL DW, PostgreSQL, Greenplum
• Hadoop: Cloudera Navigator, Hive (Cloudera/HW/ MapR/HDInsights/EMR), HDFS,
Hortonworks Atlas
• Mainframes: DB2 z/OS, DB2 i5/OS, COBOL, JCL
• BI: SAP BusinessObjects, Tableau, Cognos, MicroStrategy, OBIEE, QlikView, Microsoft SSRS
• ETL: Informatica PowerCenter®, Informatica Big Data Management®, Informatica Cloud®,
Informatica Data Integration Hub, Microsoft SSIS, Oracle Warehouse Builder,
Oracle Data Integrator
• Business Glossary: Informatica Axon, Informatica Business Glossary
• Data Modeling: ERWin
• File systems: HDFS, Amazon S3, Azure WASB, Azure Blob, Azure Data Lake Store,
Microsoft SharePoint, Microsoft OneDrive, Windows/Linux Filesystems
• Applications: Salesforce, SAP, Oracle, Siebel, PeopleSoft, JD Edwards, Microsoft Dynamics,
Informatica MDM
• Documents: MS Excel, MS Word, MS PowerPoint, Adobe PDF, Flat Files, Compressed Files
Documents
MS Excel | Adobe PDF |
Flat File | MS PowerPoint |
MS Word | Compressed Files
Big Data
HIVE (Cloudera, HortonWorks,
MapR, IBM BigInsights, EMR, HDI)
HDFS (CVS, XML, JSON, Avro,
Parquet)
Cloudera Navigator | Atlas
Cloud Platforms
AWS S3 (CSV/XML/JSON)
AWS Redshift | Azure SQL DW
Azure ADLS | Azure Blob
Informatica
PowerCenter | DQ | MDM
BDM | MM | TDM | S@S
BG | Axon | Informatica Cloud
Enterprise
Data Catalog
Applications
SAP R/3 | Salesforce
Oracle | Siebel | PeopleSoft
JD Edwards | MS Dynamics
Business Intelligence
Tableau | IBM Cognos |
SAP BusinessObjects | QlikView
MicroStrategy | OBIEE
Databases
Oracle | DB2 | DB2 for z/OS
MS SQL Server | Sybase | Teradata
Netezza | MySQL | JDBC
Other
Microsoft SSIS | SharePoint | OneDrive
Oracle Warehouse Builder
Oracle Data Integrator
ERWin Models | Custom Scanner
Figure 2: Informatica Enterprise Data Catalog Supports Universal Metadata Connectivity
Custom Attributes with Business Classifications
Enrich data sets by crowdsourced or expert classifications, comments, and other attributes
available to anyone with appropriate security permissions. Assigning custom attributes and
annotations to data sets including business glossary terms enhances business-IT collaboration
and search results.
4
Resource-Level Security
Grant user and group read/write permissions at the resource level to allow users to view or edit
custom attributes, perform domain curation, and associate business glossary terms.
Big Data Scale Deployments
Enterprise Data Catalog is built for big data scale deployments that can be deployed on Hadoop
clusters. Supports parallel metadata ingestion and high-speed distributed indexing to quickly
update catalog content and deliver unmatched search performance. Provides fault tolerant high
availability for 24x7 implementations.
Unified Administration
Manage and monitor the catalog resources, metadata extract schedules, profiling runs
and more from one unified admin console. A job control dashboard provides widgets for task
monitoring and resource views. Email alerts assist administrators in proactively responding
to catalog issues.
Figure 3: Understand your data with holistic data relationship views.
Benefits
Intelligently Catalog All Types of Data Across the Enterprise
Informatica Enterprise Data Catalog intelligently discovers many types of data and their
relationships across the enterprise. Prebuilt scanners collect metadata from databases, data
warehouses, applications, cloud data stores, BI tools, Hadoop and NoSQL, and more. All the
metadata is indexed and cataloged in a highly scalable graph database architected for fast
updates, smart search, and fast queries. As more and more data is created and propagated
throughout the enterprise, similar and duplicate data sets inevitably arise. Informatica Enterprise
Data Catalog leverages advanced statistical and machine learning algorithms to discover similar
data and subsets of data, helping users find the most relevant and trusted data they need.
5
About Informatica
Digital transformation
changes expectations: better
service, faster delivery, with
less cost. Businesses must
transform to stay relevant
and data holds the answers.
As the world’s leader in
Enterprise Cloud Data
Management, we’re prepared
to help you intelligently lead—
in any sector, category or
niche. Informatica provides you
with the foresight to become
more agile, realize new growth
opportunities or create new
inventions. With 100% focus on
everything data, we offer the
versatility needed to succeed.
We invite you to explore
all that Informatica has
to offer—and unleash the
power of data to drive your
next intelligent disruption.
Find Data Assets Quickly Through Powerful, Google-Like Semantic Search
Trying to find the data you need across hundreds of enterprise systems may sometimes seem
futile. Only through powerful semantic search built on comprehensive metadata services and
a scalable infrastructure can one even hope to find relevant data. Informatica Enterprise Data
Catalog delivers semantic search with intelligent facets to further refine search results. Because
Informatica uniquely associates business, technical, and operational metadata, business users
can search with business terms to find their data and then browse holistic relationship views to
find related data assets.
Discover and Understand Your Data Assets with Holistic Relationship Views and Lineage
The classic saying, “You can’t manage what you can’t measure” is true when it comes to
managing data assets. To get the most value from data, you need to understand what you
have, where it came from, how it has changed, and what level of trust you have in the data.
Informatica Enterprise Data Catalog answers all these questions and more with complete
end-to-end summary and detail lineage, profiling statistics, and holistic relationship views,
providing a clear picture of your data.
Enrich Data Assets with Business Context Through Governed and Crowdsourced Annotations
Informatica Enterprise Data Catalog (EDC) maximizes the reuse and value of data by
automatically classifying enterprise data assets down to the field/column level. To further
increase the value of data, EDC captures the context of who is using the data and for what
purpose, along with crowdsourcing tags and annotations. This “wisdom of crowds” helps to enrich
and curate data, making it even more valuable throughout the enterprise. Informatica Enterprise
Data Catalog integrates with Informatica Axon for easy import of business glossary assets such
as business terms, definitions and policies from Axon. This business metadata is associated with
technical metadata and operational metadata so that business analysts, data stewards, and other
users can quickly find, understand, and collaborate on data assets.
Learn More
To learn more about Informatica Enterprise Data Catalog, please visit
https://www.informatica.com/products/big-data/enterprise-data-catalog.html.
Worldwide Headquarters 2100 Seaport Blvd., Redwood City, CA 94063, USA Phone: 650.385.5000, Toll-free in the US: 1.800.653.3871
IN06_0119_03238
© Copyright Informatica LLC 2019. Informatica, the Informatica logo, CLAIRE, AXON, PowerCenter, Big Data Management, and Informatica Cloud are trademarks or registered trademarks of Informatica
LLC in the United States and many jurisdictions throughout the world. A current list of Informatica trademarks is available on the web at https://www.informatica.com/trademarks.html. Other
company and product names may be trade names or trademarks of their respective owners. The information in this documentation is subject to change without notice and provided “AS IS”
without warranty of any kind, express or implied.
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