SlideShare a Scribd company logo
#FastDataStrategy
Denodo 7.0 - What's New?
Alberto Pan
CTO, Denodo
Agenda1. Denodo Vision: Unified Data Delivery Platform
2. What’s New in Denodo 7
3. Q & A
Product Vision
5
Denodo: Unified Data Delivery Platform for the Business
4. Access with any tool / protocol –
Data service / API Layer
5. Centralized metadata, security &
governance
6. 90% time to market reductions and
cost savings
1. Single access point to data – Location
Independence
2. Data in business friendly form –
Semantic Layer
3. Data adapted for the needs of each
LOB, type of user and application
More than 60% of Self-Service Initiatives Ranked as
Average or lower
Source: InsideAnalysis.com
6
DATA CONSUMERS
DISPARATE DATA SOURCES
SQL Queries
(JDBC, ODBC, ADO.NET)
Web Services
(SOAP, REST, OData)
Web-based catalog
& search
Secure delivery
(SSL/TLS)
DATA CONSUMERS
MPP Processing
Relational Cache
Corporate Security
Monitoring & Auditing
Metadata
Repository
Execution Engine
& Optimizer
A Modern Data Virtualization Architecture
DATA VIRTUALIZATION
7
The Enterprise Data Layer for Big Data and Analytics
Reference Architecture
8
The Enterprise Data Layer for Operational and Transactional
Reference Architecture
9
DV in the IoT Ecosystem
Other RDBMS
(apps, CRM, SAP)
Other Sources
(SaaS, SFDC, etc.)
Ingestion Streaming
analytics
Big Data
Storage
Batch analytics,
Machine earning
Streaming data
Traditional batch
processing
(ETL to EDW)
Semantic
Model
Secure
+
Combine
+
Enrich
10
Cloud and On-Prem Integration
Denodo 7: What’s New
12
New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases.
Reimagine Data Management with Denodo Platform 7.0
Unparalleled Performance
Combined power of Massive Parallel
Processing & Dynamic Query Optimization
for immediate data delivery in big data,
cloud, and real-time scenarios.
Integrated Data Catalog
The Only Data Virtualization offering
that tightly integrates Data Catalog and
Data Delivery for contextual information
delivery and collective intelligence.
Full Lifecycle Management
Streamlined DevOps with new tools
and APIs that greatly simplify
deployments, updates, management
and more.
Security and Connectivity
New Data Sources, Data Publishing and
Security standards
13
Denodo Data Virtualization: Advanced Optimization
Minimizes data movement and maximizes
local processing at the origin systems
Leverages in-memory MPP Processing at
the DV layer
Multiple caching options: partial, full,
incremental, …
Optimize distributed queries across large repositories
The Denodo Platform ... incorporates dynamic query
optimization as a key value point…specifically for high data
volume and complexity;”
Gartnet Magic Quadrant for Data Integration, 2017
14
Query Optimization: Classical Federation
Naive Strategy (BI Tools, BDI Tools, Simple
federation engines):
join
union
group by
Customers (3M)
Sales previous years
(3B)Sales this year (290M)
290M rows
300M rows
(sales previous
year)
3M rows 593M rows through the
network
Obtain Total Sales By Customer Country in the Last Two Years
15
Query Optimization: Dynamic Optimizer
Denodo Strategy
join
union
group by
Customers (3M)
Sales previous years
(3B)Sales this year
(290M)
3M rows (sales by
customer this year)
3M rows (sales
by customer
previous year)
3M rows 9 M rows through the
network
Obtain Total Sales By Customer Country in the Last Two Years
group by
customer
group by
customer
16
Dynamic Optimizer + MPP Processing (Denodo 7)
union
group by
3M rows
(sales by customer
this year)
3M rows
(sales by
customer
previous year)
3M rows
(customers)
Aggregation
pushdowngroup by
customer
group by
customer
join
Integrated
MPP processing
System Execution Time Optimization Technique
No Rewriting >10 min None
Denodo 6 51 sec Aggregation push-down
Denodo 7 13 sec
Aggregation push-down + MPP
integration
17
New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases.
Reimagine Data Management with Denodo Platform 7.0
Unparalleled Performance
Combined power of Massive Parallel
Processing & Dynamic Query Optimization
for immediate data delivery in big data,
cloud, and real-time scenarios.
Integrated Data Catalog
The Only Data Virtualization offering
that tightly integrates Data Catalog and
Data Delivery for contextual information
delivery and collective intelligence.
Full Lifecycle Management
Streamlined DevOps with new tools
and APIs that greatly simplify
deployments, updates, management
and more.
Security and Connectivity
New Data Sources, Data Publishing and
Security standards
18
Why a Data Catalog ?
Catalog of datasets available for consumption by the
business in the Delivery Layer
80% of time dedicated to finding the right data
Discover datasets relevant for a particular need and
understand what data they provide
Expose Datasets available to Business Users and Developers
19
The Role of the Data Catalog
Catalog of views and web services
• Classify existing views and services using business categories, tags,..
• Browse and search capabilities using multiple criteria
• See descriptions, relationships and data lineage
• See information about the dataset usage
20
Denodo Data Catalog 7.0
21
Denodo Data Catalog: Business Categories
22
Denodo Data Catalog: Tagging
23
Denodo Data Catalog: Relationships
24
Denodo Data Catalog: Data Lineage
25
The Role of the Data Catalog
Catalog of views and web services
• Classify existing views and services using business categories, tags,..
• Browse and search capabilities using multiple criteria
• See descriptions, relationships and data lineage
• See information about the dataset usage
Preview and find data
• Quick look at data
• Search based on content
26
Denodo Data Catalog: Content Search
27
Denodo Data Catalog: Get Access
28
The Role of the Data Catalog
Catalog of views and web services
• Classify existing views and services using business categories, tags,..
• Browse and search capabilities using multiple criteria
• See descriptions, relationships and data lineage
• See information about the dataset usage
Preview and find data
• Quick look at data
• Search based on content
Consume
• Obtain connection details to consume data with your favourite tool
• Customize existing views with visual transformation wizards
• “My queries” for personal use & share with other users
• Propose new standard business / canonical views
29
Denodo Data Catalog: Data Preparation
30
Denodo Data Catalog: Save and Share
31
New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases.
Reimagine Data Management with Denodo Platform 7.0
Unparalleled Performance
Combined power of Massive Parallel
Processing & Dynamic Query Optimization
for immediate data delivery in big data,
cloud, and real-time scenarios.
Integrated Data Catalog
The Only Data Virtualization offering
that tightly integrates Data Catalog and
Data Delivery for contextual information
delivery and collective intelligence.
Full Lifecycle Management
Streamlined DevOps with new tools
and APIs that greatly simplify
deployments, updates, management
and more.
Security and Connectivity
New Data Sources, Data Publishing and
Security standards
32
Denodo’s Solution Manager
Administration and
Development Client
DEVELOPMENT
Load Balancer
Q&A PRODUCTION
CLUSTER
Integrated
Version
Control
MS TFSSubversion git
Solution Manager
Offers centralize management from a web
console of:
▪ Server and client licenses
▪ Updates
▪ Monitoring
▪ Migrations (VDP and SCH)
VCS for
Migration history
DB for Environment
Dependent properties
33
Solution Manager: Licenses and Updates
34
Ping Data Source
35
New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases.
Reimagine Data Management with Denodo Platform 7.0
Unparalleled Performance
Combined power of Massive Parallel
Processing & Dynamic Query Optimization
for immediate data delivery in big data,
cloud, and real-time scenarios.
Integrated Data Catalog
The Only Data Virtualization offering
that tightly integrates Data Catalog and
Data Delivery for contextual information
delivery and collective intelligence.
Full Lifecycle Management
Streamlined DevOps with new tools
and APIs that greatly simplify
deployments, updates, management
and more.
Security and Connectivity
New Data Sources, Data Publishing and
Security standards
36
Extended capabilities in existing adapters (e.g. enhanced
pagination support for REST web services,…)
New adapter for Presto DB (Denodo 7)
New Salesforce adapter in the main distribution (Denodo 7)
Connectivity to Data Sources:
Connectivity: Southbound
37
New Salesforce Adapter
38
New adapter for Power BI
Support for Open API specification (Swagger) in published web
services
Extended functions for geospatial data and GeoJSON support
Access to Denodo from Consuming Applications:
Connectivity: Northbound
39
Denodo Data Virtualization: Security
Northbound Support for OAuth, JSON WT
New policies for setting Quotas (e.g. max.
queries per user/application per hour/day)
Extensions to security privileges system
Unified Security Policies Across All Data Sources and Consuming Apps
Our Denodo rollout was one of the easiest and most successful rollouts
of critical enterprise software I have seen. It was successful in handling
our initial, security, use case immediately”
Enterprise Architect, Asurion, 2017
Security
Policy
Conditions satisfied
Data consuming users, Apps
Query
Accept / add filters
Reject
Policy Server
40
Key Takeaways
Denodo bridges the gap between the complex and changing IT data infrastructure and
Business Users and Applications
▪ The best Data Virtualization engine in the market, integrates and exposes data to the
business much faster and at a fraction of the cost of other approaches
▪ Offers unparalled performance in Data Virtualization
▪ Includes integrated Catalog functionalities for data discovery
▪ Automates the full lifecycle management of Denodo applications across multiple
environments and locations (on-premises or cloud)
▪ Continues expanding support for new data sources, data consumption tools and security
standards
Q&A
42
DOWNLOAD DENODO
EXPRESS
DENODO FOR AWS DENODO FOR AZURE
Download Denodo Express
Next Steps
Access Denodo Platform in the cloud!
30 day free trial available!
Thank you!
© Copyright Denodo Technologies. All rights reserved
Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written
authorization from Denodo Technologies.
#FastDataStrategy

More Related Content

What's hot

Logical Data Fabric: Architectural Components
Logical Data Fabric: Architectural ComponentsLogical Data Fabric: Architectural Components
Logical Data Fabric: Architectural Components
Denodo
 
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
Denodo
 
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo
 
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo
 
Powering Self Service Business Intelligence with Hadoop and Data Virtualization
Powering Self Service Business Intelligence with Hadoop and Data VirtualizationPowering Self Service Business Intelligence with Hadoop and Data Virtualization
Powering Self Service Business Intelligence with Hadoop and Data Virtualization
Denodo
 
Supporting Data Services Marketplace using Data Virtualization
Supporting Data Services Marketplace using Data VirtualizationSupporting Data Services Marketplace using Data Virtualization
Supporting Data Services Marketplace using Data Virtualization
Denodo
 
Data Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data VirtualizationData Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data Virtualization
Denodo
 
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
Denodo
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
Denodo
 
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
Denodo
 
Maximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
Maximizing Data Lake ROI with Data Virtualization: A Technical DemonstrationMaximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
Maximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
Denodo
 
Big Data Fabric: A Recipe for Big Data Initiatives
Big Data Fabric: A Recipe for Big Data InitiativesBig Data Fabric: A Recipe for Big Data Initiatives
Big Data Fabric: A Recipe for Big Data Initiatives
Denodo
 
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the FieldPartner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
Denodo
 
Denodo Data Virtualization - IT Days in Luxembourg with Oktopus
Denodo Data Virtualization - IT Days in Luxembourg with OktopusDenodo Data Virtualization - IT Days in Luxembourg with Oktopus
Denodo Data Virtualization - IT Days in Luxembourg with Oktopus
Denodo
 
Performance Acceleration: Summaries, Recommendation, MPP and more
Performance Acceleration: Summaries, Recommendation, MPP and morePerformance Acceleration: Summaries, Recommendation, MPP and more
Performance Acceleration: Summaries, Recommendation, MPP and more
Denodo
 
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
Denodo
 
Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
Analyst Webinar: Enabling a Customer Data Platform Using Data VirtualizationAnalyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
Denodo
 
Data Services Marketplace
Data Services MarketplaceData Services Marketplace
Data Services Marketplace
Denodo
 
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
Denodo
 
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data LakesEducation Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Denodo
 

What's hot (20)

Logical Data Fabric: Architectural Components
Logical Data Fabric: Architectural ComponentsLogical Data Fabric: Architectural Components
Logical Data Fabric: Architectural Components
 
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
Myth Busters: I’m Building a Data Lake, So I Don’t Need Data Virtualization (...
 
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
 
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
 
Powering Self Service Business Intelligence with Hadoop and Data Virtualization
Powering Self Service Business Intelligence with Hadoop and Data VirtualizationPowering Self Service Business Intelligence with Hadoop and Data Virtualization
Powering Self Service Business Intelligence with Hadoop and Data Virtualization
 
Supporting Data Services Marketplace using Data Virtualization
Supporting Data Services Marketplace using Data VirtualizationSupporting Data Services Marketplace using Data Virtualization
Supporting Data Services Marketplace using Data Virtualization
 
Data Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data VirtualizationData Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data Virtualization
 
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
 
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
Empowering your Enterprise with a Self-Service Data Marketplace (ASEAN)
 
Maximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
Maximizing Data Lake ROI with Data Virtualization: A Technical DemonstrationMaximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
Maximizing Data Lake ROI with Data Virtualization: A Technical Demonstration
 
Big Data Fabric: A Recipe for Big Data Initiatives
Big Data Fabric: A Recipe for Big Data InitiativesBig Data Fabric: A Recipe for Big Data Initiatives
Big Data Fabric: A Recipe for Big Data Initiatives
 
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the FieldPartner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
Partner Enablement: Key Differentiators of Denodo Platform 6.0 for the Field
 
Denodo Data Virtualization - IT Days in Luxembourg with Oktopus
Denodo Data Virtualization - IT Days in Luxembourg with OktopusDenodo Data Virtualization - IT Days in Luxembourg with Oktopus
Denodo Data Virtualization - IT Days in Luxembourg with Oktopus
 
Performance Acceleration: Summaries, Recommendation, MPP and more
Performance Acceleration: Summaries, Recommendation, MPP and morePerformance Acceleration: Summaries, Recommendation, MPP and more
Performance Acceleration: Summaries, Recommendation, MPP and more
 
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
 
Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
Analyst Webinar: Enabling a Customer Data Platform Using Data VirtualizationAnalyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization
 
Data Services Marketplace
Data Services MarketplaceData Services Marketplace
Data Services Marketplace
 
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
Designing an Agile Fast Data Architecture for Big Data Ecosystem using Logica...
 
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data LakesEducation Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
 

Similar to Denodo Platform 7.0: What's New?

Virtualisation de données : Enjeux, Usages & Bénéfices
Virtualisation de données : Enjeux, Usages & BénéficesVirtualisation de données : Enjeux, Usages & Bénéfices
Virtualisation de données : Enjeux, Usages & Bénéfices
Denodo
 
Data Services and the Modern Data Ecosystem (ASEAN)
Data Services and the Modern Data Ecosystem (ASEAN)Data Services and the Modern Data Ecosystem (ASEAN)
Data Services and the Modern Data Ecosystem (ASEAN)
Denodo
 
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
Denodo
 
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Denodo
 
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
Denodo
 
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
Denodo
 
Connecting Silos in Real Time with Data Virtualization
Connecting Silos in Real Time with Data VirtualizationConnecting Silos in Real Time with Data Virtualization
Connecting Silos in Real Time with Data Virtualization
Denodo
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Denodo
 
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATIONBig Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
Matt Stubbs
 
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
Denodo
 
Enterprise Data Marketplace: A Centralized Portal for All Your Data Assets
Enterprise Data Marketplace: A Centralized Portal for All Your Data AssetsEnterprise Data Marketplace: A Centralized Portal for All Your Data Assets
Enterprise Data Marketplace: A Centralized Portal for All Your Data Assets
Denodo
 
Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)
Denodo
 
Data Virtualization for Data Architects (Australia)
Data Virtualization for Data Architects (Australia)Data Virtualization for Data Architects (Australia)
Data Virtualization for Data Architects (Australia)
Denodo
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Denodo
 
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BI
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BIAugmentation, Collaboration, Governance: Defining the Future of Self-Service BI
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BI
Denodo
 
Cloud Modernization and Data as a Service Option
Cloud Modernization and Data as a Service OptionCloud Modernization and Data as a Service Option
Cloud Modernization and Data as a Service Option
Denodo
 
Why Data Virtualization? An Introduction
Why Data Virtualization? An IntroductionWhy Data Virtualization? An Introduction
Why Data Virtualization? An Introduction
Denodo
 
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
Denodo
 
Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)
Denodo
 
BigData Analysis
BigData AnalysisBigData Analysis

Similar to Denodo Platform 7.0: What's New? (20)

Virtualisation de données : Enjeux, Usages & Bénéfices
Virtualisation de données : Enjeux, Usages & BénéficesVirtualisation de données : Enjeux, Usages & Bénéfices
Virtualisation de données : Enjeux, Usages & Bénéfices
 
Data Services and the Modern Data Ecosystem (ASEAN)
Data Services and the Modern Data Ecosystem (ASEAN)Data Services and the Modern Data Ecosystem (ASEAN)
Data Services and the Modern Data Ecosystem (ASEAN)
 
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
Product Keynote: Denodo 8.0 - A Logical Data Fabric for the Intelligent Enter...
 
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
 
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
Denodo Partner Connect: A Review of the Top 5 Differentiated Use Cases for th...
 
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
Denodo DataFest 2016: Data Science: Operationalizing Analytical Models in Rea...
 
Connecting Silos in Real Time with Data Virtualization
Connecting Silos in Real Time with Data VirtualizationConnecting Silos in Real Time with Data Virtualization
Connecting Silos in Real Time with Data Virtualization
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
 
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATIONBig Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
Big Data LDN 2018: CONNECTING SILOS IN REAL-TIME WITH DATA VIRTUALIZATION
 
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
Building a Single Logical Data Lake: For Advanced Analytics, Data Science, an...
 
Enterprise Data Marketplace: A Centralized Portal for All Your Data Assets
Enterprise Data Marketplace: A Centralized Portal for All Your Data AssetsEnterprise Data Marketplace: A Centralized Portal for All Your Data Assets
Enterprise Data Marketplace: A Centralized Portal for All Your Data Assets
 
Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)
 
Data Virtualization for Data Architects (Australia)
Data Virtualization for Data Architects (Australia)Data Virtualization for Data Architects (Australia)
Data Virtualization for Data Architects (Australia)
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
 
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BI
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BIAugmentation, Collaboration, Governance: Defining the Future of Self-Service BI
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BI
 
Cloud Modernization and Data as a Service Option
Cloud Modernization and Data as a Service OptionCloud Modernization and Data as a Service Option
Cloud Modernization and Data as a Service Option
 
Why Data Virtualization? An Introduction
Why Data Virtualization? An IntroductionWhy Data Virtualization? An Introduction
Why Data Virtualization? An Introduction
 
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
DAMA & Denodo Webinar: Modernizing Data Architecture Using Data Virtualization
 
Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)
 
BigData Analysis
BigData AnalysisBigData Analysis
BigData Analysis
 

More from Denodo

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in Denodo
Denodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Denodo
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services Layer
Denodo
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?
Denodo
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business Landscape
Denodo
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Denodo
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory Compliance
Denodo
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данных
Denodo
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Denodo
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!
Denodo
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
Denodo
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Denodo
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Denodo
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?
Denodo
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Denodo
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usability
Denodo
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidades
Denodo
 

More from Denodo (20)

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in Denodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services Layer
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business Landscape
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory Compliance
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данных
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me Anything
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usability
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidades
 

Recently uploaded

Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
axoqas
 
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
yhkoc
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
ewymefz
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Subhajit Sahu
 
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
John Andrews
 
Q1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year ReboundQ1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year Rebound
Oppotus
 
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
AbhimanyuSinha9
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
vcaxypu
 
一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
ocavb
 
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
ewymefz
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
vcaxypu
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
Subhajit Sahu
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
axoqas
 
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
ewymefz
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
ukgaet
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
jerlynmaetalle
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
ahzuo
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
benishzehra469
 

Recently uploaded (20)

Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
 
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
 
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
 
Q1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year ReboundQ1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year Rebound
 
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
 
一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
 
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
一比一原版(UPenn毕业证)宾夕法尼亚大学毕业证成绩单
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
 
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
一比一原版(UVic毕业证)维多利亚大学毕业证成绩单
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
 

Denodo Platform 7.0: What's New?

  • 2. Denodo 7.0 - What's New? Alberto Pan CTO, Denodo
  • 3. Agenda1. Denodo Vision: Unified Data Delivery Platform 2. What’s New in Denodo 7 3. Q & A
  • 5. 5 Denodo: Unified Data Delivery Platform for the Business 4. Access with any tool / protocol – Data service / API Layer 5. Centralized metadata, security & governance 6. 90% time to market reductions and cost savings 1. Single access point to data – Location Independence 2. Data in business friendly form – Semantic Layer 3. Data adapted for the needs of each LOB, type of user and application More than 60% of Self-Service Initiatives Ranked as Average or lower Source: InsideAnalysis.com
  • 6. 6 DATA CONSUMERS DISPARATE DATA SOURCES SQL Queries (JDBC, ODBC, ADO.NET) Web Services (SOAP, REST, OData) Web-based catalog & search Secure delivery (SSL/TLS) DATA CONSUMERS MPP Processing Relational Cache Corporate Security Monitoring & Auditing Metadata Repository Execution Engine & Optimizer A Modern Data Virtualization Architecture DATA VIRTUALIZATION
  • 7. 7 The Enterprise Data Layer for Big Data and Analytics Reference Architecture
  • 8. 8 The Enterprise Data Layer for Operational and Transactional Reference Architecture
  • 9. 9 DV in the IoT Ecosystem Other RDBMS (apps, CRM, SAP) Other Sources (SaaS, SFDC, etc.) Ingestion Streaming analytics Big Data Storage Batch analytics, Machine earning Streaming data Traditional batch processing (ETL to EDW) Semantic Model Secure + Combine + Enrich
  • 10. 10 Cloud and On-Prem Integration
  • 12. 12 New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases. Reimagine Data Management with Denodo Platform 7.0 Unparalleled Performance Combined power of Massive Parallel Processing & Dynamic Query Optimization for immediate data delivery in big data, cloud, and real-time scenarios. Integrated Data Catalog The Only Data Virtualization offering that tightly integrates Data Catalog and Data Delivery for contextual information delivery and collective intelligence. Full Lifecycle Management Streamlined DevOps with new tools and APIs that greatly simplify deployments, updates, management and more. Security and Connectivity New Data Sources, Data Publishing and Security standards
  • 13. 13 Denodo Data Virtualization: Advanced Optimization Minimizes data movement and maximizes local processing at the origin systems Leverages in-memory MPP Processing at the DV layer Multiple caching options: partial, full, incremental, … Optimize distributed queries across large repositories The Denodo Platform ... incorporates dynamic query optimization as a key value point…specifically for high data volume and complexity;” Gartnet Magic Quadrant for Data Integration, 2017
  • 14. 14 Query Optimization: Classical Federation Naive Strategy (BI Tools, BDI Tools, Simple federation engines): join union group by Customers (3M) Sales previous years (3B)Sales this year (290M) 290M rows 300M rows (sales previous year) 3M rows 593M rows through the network Obtain Total Sales By Customer Country in the Last Two Years
  • 15. 15 Query Optimization: Dynamic Optimizer Denodo Strategy join union group by Customers (3M) Sales previous years (3B)Sales this year (290M) 3M rows (sales by customer this year) 3M rows (sales by customer previous year) 3M rows 9 M rows through the network Obtain Total Sales By Customer Country in the Last Two Years group by customer group by customer
  • 16. 16 Dynamic Optimizer + MPP Processing (Denodo 7) union group by 3M rows (sales by customer this year) 3M rows (sales by customer previous year) 3M rows (customers) Aggregation pushdowngroup by customer group by customer join Integrated MPP processing System Execution Time Optimization Technique No Rewriting >10 min None Denodo 6 51 sec Aggregation push-down Denodo 7 13 sec Aggregation push-down + MPP integration
  • 17. 17 New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases. Reimagine Data Management with Denodo Platform 7.0 Unparalleled Performance Combined power of Massive Parallel Processing & Dynamic Query Optimization for immediate data delivery in big data, cloud, and real-time scenarios. Integrated Data Catalog The Only Data Virtualization offering that tightly integrates Data Catalog and Data Delivery for contextual information delivery and collective intelligence. Full Lifecycle Management Streamlined DevOps with new tools and APIs that greatly simplify deployments, updates, management and more. Security and Connectivity New Data Sources, Data Publishing and Security standards
  • 18. 18 Why a Data Catalog ? Catalog of datasets available for consumption by the business in the Delivery Layer 80% of time dedicated to finding the right data Discover datasets relevant for a particular need and understand what data they provide Expose Datasets available to Business Users and Developers
  • 19. 19 The Role of the Data Catalog Catalog of views and web services • Classify existing views and services using business categories, tags,.. • Browse and search capabilities using multiple criteria • See descriptions, relationships and data lineage • See information about the dataset usage
  • 21. 21 Denodo Data Catalog: Business Categories
  • 23. 23 Denodo Data Catalog: Relationships
  • 24. 24 Denodo Data Catalog: Data Lineage
  • 25. 25 The Role of the Data Catalog Catalog of views and web services • Classify existing views and services using business categories, tags,.. • Browse and search capabilities using multiple criteria • See descriptions, relationships and data lineage • See information about the dataset usage Preview and find data • Quick look at data • Search based on content
  • 26. 26 Denodo Data Catalog: Content Search
  • 28. 28 The Role of the Data Catalog Catalog of views and web services • Classify existing views and services using business categories, tags,.. • Browse and search capabilities using multiple criteria • See descriptions, relationships and data lineage • See information about the dataset usage Preview and find data • Quick look at data • Search based on content Consume • Obtain connection details to consume data with your favourite tool • Customize existing views with visual transformation wizards • “My queries” for personal use & share with other users • Propose new standard business / canonical views
  • 29. 29 Denodo Data Catalog: Data Preparation
  • 30. 30 Denodo Data Catalog: Save and Share
  • 31. 31 New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases. Reimagine Data Management with Denodo Platform 7.0 Unparalleled Performance Combined power of Massive Parallel Processing & Dynamic Query Optimization for immediate data delivery in big data, cloud, and real-time scenarios. Integrated Data Catalog The Only Data Virtualization offering that tightly integrates Data Catalog and Data Delivery for contextual information delivery and collective intelligence. Full Lifecycle Management Streamlined DevOps with new tools and APIs that greatly simplify deployments, updates, management and more. Security and Connectivity New Data Sources, Data Publishing and Security standards
  • 32. 32 Denodo’s Solution Manager Administration and Development Client DEVELOPMENT Load Balancer Q&A PRODUCTION CLUSTER Integrated Version Control MS TFSSubversion git Solution Manager Offers centralize management from a web console of: ▪ Server and client licenses ▪ Updates ▪ Monitoring ▪ Migrations (VDP and SCH) VCS for Migration history DB for Environment Dependent properties
  • 35. 35 New Release of Denodo Platform Redefines Data Management for Mission-critical Enterprise Use Cases. Reimagine Data Management with Denodo Platform 7.0 Unparalleled Performance Combined power of Massive Parallel Processing & Dynamic Query Optimization for immediate data delivery in big data, cloud, and real-time scenarios. Integrated Data Catalog The Only Data Virtualization offering that tightly integrates Data Catalog and Data Delivery for contextual information delivery and collective intelligence. Full Lifecycle Management Streamlined DevOps with new tools and APIs that greatly simplify deployments, updates, management and more. Security and Connectivity New Data Sources, Data Publishing and Security standards
  • 36. 36 Extended capabilities in existing adapters (e.g. enhanced pagination support for REST web services,…) New adapter for Presto DB (Denodo 7) New Salesforce adapter in the main distribution (Denodo 7) Connectivity to Data Sources: Connectivity: Southbound
  • 38. 38 New adapter for Power BI Support for Open API specification (Swagger) in published web services Extended functions for geospatial data and GeoJSON support Access to Denodo from Consuming Applications: Connectivity: Northbound
  • 39. 39 Denodo Data Virtualization: Security Northbound Support for OAuth, JSON WT New policies for setting Quotas (e.g. max. queries per user/application per hour/day) Extensions to security privileges system Unified Security Policies Across All Data Sources and Consuming Apps Our Denodo rollout was one of the easiest and most successful rollouts of critical enterprise software I have seen. It was successful in handling our initial, security, use case immediately” Enterprise Architect, Asurion, 2017 Security Policy Conditions satisfied Data consuming users, Apps Query Accept / add filters Reject Policy Server
  • 40. 40 Key Takeaways Denodo bridges the gap between the complex and changing IT data infrastructure and Business Users and Applications ▪ The best Data Virtualization engine in the market, integrates and exposes data to the business much faster and at a fraction of the cost of other approaches ▪ Offers unparalled performance in Data Virtualization ▪ Includes integrated Catalog functionalities for data discovery ▪ Automates the full lifecycle management of Denodo applications across multiple environments and locations (on-premises or cloud) ▪ Continues expanding support for new data sources, data consumption tools and security standards
  • 41. Q&A
  • 42. 42 DOWNLOAD DENODO EXPRESS DENODO FOR AWS DENODO FOR AZURE Download Denodo Express Next Steps Access Denodo Platform in the cloud! 30 day free trial available!
  • 43. Thank you! © Copyright Denodo Technologies. All rights reserved Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written authorization from Denodo Technologies. #FastDataStrategy