Denodo 7.0 introduces a unified data delivery platform with improvements in performance through massive parallel processing and dynamic query optimization, aimed at enhancing enterprise data management for big data and real-time scenarios. Key features include an integrated data catalog for contextual information delivery, streamlined DevOps with new tools, and enhanced security standards across various data sources. The platform is designed to minimize data movement, maximize local processing, and automate full lifecycle management, positioning Denodo as a leading solution in data virtualization.

1. #FastDataStrategy

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

4. Product Vision

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

11. Denodo 7: What’s New

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

20. 20
Denodo Data Catalog 7.0

21. 21
Denodo Data Catalog: Business Categories

22. 22
Denodo Data Catalog: Tagging

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

27. 27
Denodo Data Catalog: Get Access

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

33. 33
Solution Manager: Licenses and Updates

34. 34
Ping Data Source

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

37. 37
New Salesforce Adapter

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
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43. Thank you!
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