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IBM Analytics
Phil Downey
IBM DTE Hybrid Data Management Specialist
IBM DB2 Warehouse on Cloud
An Elastic and Autonomous Data Warehouse Service
http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
©2015 IBM Corporation
Legal Disclaimer
2
Copyright © IBM Corporation 2019 All rights reserved.
U.S. Government Users Restricted Rights - Use, duplication, or disclosure restricted by GSA ADP Schedule Contract with IBM Corporation
THE INFORMATION CONTAINED IN THIS PRESENTATION IS PROVIDED FOR INFORMATIONAL PURPOSES ONLY. WHILE EFFORTS WERE MADE TO
VERIFY THE COMPLETENESS AND ACCURACY OF THE INFORMATION CONTAINED IN THIS PRESENTATION, IT IS PROVIDED “AS IS” WITHOUT
WARRANTY OF ANY KIND, EXPRESS OR IMPLIED. IN ADDITION, THIS INFORMATION IS BASED ON CURRENT THINKING REGARDING TRENDS AND
DIRECTIONS, WHICH ARE SUBJECT TO CHANGE BY IBM WITHOUT NOTICE. FUNCTION DESCRIBED HEREIN MY NEVER BE DELIVERED BY IBM. IBM
SHALL NOT BE RESPONSIBLE FOR ANY DAMAGES ARISING OUT OF THE USE OF, OR OTHERWISE RELATED TO, THIS PRESENTATION OR ANY
OTHER DOCUMENTATION. NOTHING CONTAINED IN THIS PRESENTATION IS INTENDED TO, NOR SHALL HAVE THE EFFECT OF, CREATING ANY
WARRANTIES OR REPRESENTATIONS FROM IBM (OR ITS SUPPLIERS OR LICENSORS), OR ALTERING THE TERMS AND CONDITIONS OF ANY
AGREEMENT OR LICENSE GOVERNING THE USE OF IBM PRODUCTS AND/OR SOFTWARE.
IBM, the IBM logo, ibm.com and Db2 are trademarks or registered trademarks of International Business Machines Corporation in the United States, other
countries, or both. If these and other IBM trademarked terms are marked on their first occurrence in this information with a trademark symbol (® or ™),
these symbols indicate U.S. registered or common law trademarks owned by IBM at the time this information was published. Such trademarks may also
be registered or common law trademarks in other countries. A current list of IBM trademarks is available on the Web at “Copyright and trademark
information” at www.ibm.com/legal/copytrade.shtml
IBM Db2 Warehouse on Cloud
autonomous, high performance, elastic-scale cloud data warehouse for
the Enterprise
Automated & Secure Cloud Service
Mixed Workloads & SQL/NoSQL Data
Advanced Analytical Functionality
Fast, Elastic and Scalable
Supreme Availability
Hybrid Cloud Portable
©2019 IBM Corporation
Check out Db2 warehouse Videos / Labs/ Tours !
http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
Choose from two
cloud deployment options
IBM
Cloud
Autonomous Platform as a Service Offering packaged
with Enterprise Incident Support
Powered by Db2’s autonomous self tuning capabilities and
IBM’s automated platform as a service Cloud
• Autonomic platform tuning
• automated daily backups
• Out of the box workload management
• Automated upgrades
IBM’s Enterprise Devops Support team takes care of …
• unexpected software and hardware failure
• 24 X 365 days a year Support coverage
Autonomous
Warehouse Service
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
IBM ©2019 IBM Corporation 5
Out of the Box
Secure
Data
Warehouse
Securing your Data in the
Cloud
Transparent Data Encryption
• All Data at Rest Encrypted
• Secure key Management
Secure Connectivity
• SSL Encrypted Communication
Fine Grained Access Control to Data
• Ability to restrict access to data by Row and Column
Data Masking
• Data Masking for Sensitive data
Role Based Security
• Define access by role for users
Database Usage Audit
• Audit Facility for logging Access and Database Activities
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
IBM ©2019 IBM Corporation 6
Scalable
with independent scaling of
storage and compute
Scale up your compute
during peak demand
Scale down your compute
when demand falls
Ramp up your data storage
as you data needs grow
Manage through Cloud or
Automate through Rest API
Flex One
• Scale up SMP System
• Compute
• Storage
• Small Warehouses and Data Marts
Flex/Flex Performance
• Scale up and Out MPP Shared Nothing Deployment
• Compute
• Storage
Kubernetes
HA node
Kubernetes
HA node
Optional ready
to take over HA Node
Optional ready
to take over HA Node
Separate Storage Tier
Separate Storage Tier
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
IBM ©2019 IBM Corporation 7
In-Memory
Scale Up and
Out
Powered by IBM BLU
Acceleration and DB2 Data
Partitioning
Column
organized
In-Memory
Optimized
Queriable
Compression
Data
Skipping
IBM BLU Acceleration-Blazing Fast
Scale Out Data Sharding Solution
Powered by IBM Db2 MPP Shared Nothing Partitioning
Scale-up optimized for maximum query throughput
©2019 IBM Corporation
IBM ©2019 IBM Corporation 8
Polyglot
Persistence
Powering Analytics in the
Digital Age
Supporting Analytics for all
workloads and Business data
• Optimized Polyglot Persistence of Data
• Native Relational (Columnar, Row)
• Spatial data and Functions
• NoSQL Document (XML,JSON,BSON)
• Market Leading Advanced Data Compression on all Data
• Optimized NoSQL and SQL Access to Data
• Store NoSQL Data and Query it Natively or via SQL
• Federated access to data from RDBM and NoSQL Sources
• Db2 Family, Spark, Postgres, MS SQL server, Oracle etc…
• Able to Operate in Oracle Database Compatibility Mode
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
IBM ©2019 IBM Corporation 9
Supporting
Mixed
Workloads
Supporting Analytics for all
workloads and Business data
Adaptive Workload Management
• Ensures System Stability and Responsiveness
• Enables Workload Prioritisation and Isolation
• Implements Workload Governance and Monitoring
Out of the Box IBM Db2 Warehouse balances resources between concurrent workloads
to ensure system stability. It offers also the ability to tailor resource usage and
prioritisation to different users or workloads with a flexible set of commands.
For Example: Using the resource-sharing capability allows service classes to be
assigned based on share of resources:
create service class HIPRI soft resource shares 25
for workload type INTERACTIVE
create service class ETL soft resource shares 25
for workload type BATCH
create service class GENERAL soft resource shares 50
for workload type MIXED
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
IBM ©2019 IBM Corporation 10
Advanced
Analytics
Focus on the analytics. We’ll
take care of the rest.
Native Python Drivers
• IBM Db2 Python Libraries available on Git Hub
• Native Db2 Python Integration into Jupyter Notebooks
• Simplified database access for Python developer
Built in Analytical Functions
• A range of Statistical and Analytical functions
• Association Rules
• ANOVA
• K-Means
• Regression
• Naïve Bayes
• And More Statistical and Modelling functions
Spatial Analytics
• Esri compatible Analytical functions for Spatial Analytics
• Supporting Esri Data types such as GML
©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
11
Lift Data from File and Relational Systems such as Db2 / Oracle and SQL Server
©2019 IBM Corporation
IBM Db2 Warehouse on Cloud
autonomous, high performance, elastic-scale cloud data warehouse for
the Enterprise
For more Information Go to :
www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
©2019 IBM Corporation

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IBM Db2 Warehouse on Cloud, the Elastic Autonomous Data Warehouse Service

  • 1. IBM Analytics Phil Downey IBM DTE Hybrid Data Management Specialist IBM DB2 Warehouse on Cloud An Elastic and Autonomous Data Warehouse Service http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 2. ©2015 IBM Corporation Legal Disclaimer 2 Copyright © IBM Corporation 2019 All rights reserved. U.S. Government Users Restricted Rights - Use, duplication, or disclosure restricted by GSA ADP Schedule Contract with IBM Corporation THE INFORMATION CONTAINED IN THIS PRESENTATION IS PROVIDED FOR INFORMATIONAL PURPOSES ONLY. WHILE EFFORTS WERE MADE TO VERIFY THE COMPLETENESS AND ACCURACY OF THE INFORMATION CONTAINED IN THIS PRESENTATION, IT IS PROVIDED “AS IS” WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED. IN ADDITION, THIS INFORMATION IS BASED ON CURRENT THINKING REGARDING TRENDS AND DIRECTIONS, WHICH ARE SUBJECT TO CHANGE BY IBM WITHOUT NOTICE. FUNCTION DESCRIBED HEREIN MY NEVER BE DELIVERED BY IBM. IBM SHALL NOT BE RESPONSIBLE FOR ANY DAMAGES ARISING OUT OF THE USE OF, OR OTHERWISE RELATED TO, THIS PRESENTATION OR ANY OTHER DOCUMENTATION. NOTHING CONTAINED IN THIS PRESENTATION IS INTENDED TO, NOR SHALL HAVE THE EFFECT OF, CREATING ANY WARRANTIES OR REPRESENTATIONS FROM IBM (OR ITS SUPPLIERS OR LICENSORS), OR ALTERING THE TERMS AND CONDITIONS OF ANY AGREEMENT OR LICENSE GOVERNING THE USE OF IBM PRODUCTS AND/OR SOFTWARE. IBM, the IBM logo, ibm.com and Db2 are trademarks or registered trademarks of International Business Machines Corporation in the United States, other countries, or both. If these and other IBM trademarked terms are marked on their first occurrence in this information with a trademark symbol (® or ™), these symbols indicate U.S. registered or common law trademarks owned by IBM at the time this information was published. Such trademarks may also be registered or common law trademarks in other countries. A current list of IBM trademarks is available on the Web at “Copyright and trademark information” at www.ibm.com/legal/copytrade.shtml
  • 3. IBM Db2 Warehouse on Cloud autonomous, high performance, elastic-scale cloud data warehouse for the Enterprise Automated & Secure Cloud Service Mixed Workloads & SQL/NoSQL Data Advanced Analytical Functionality Fast, Elastic and Scalable Supreme Availability Hybrid Cloud Portable ©2019 IBM Corporation Check out Db2 warehouse Videos / Labs/ Tours ! http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 4. Choose from two cloud deployment options IBM Cloud Autonomous Platform as a Service Offering packaged with Enterprise Incident Support Powered by Db2’s autonomous self tuning capabilities and IBM’s automated platform as a service Cloud • Autonomic platform tuning • automated daily backups • Out of the box workload management • Automated upgrades IBM’s Enterprise Devops Support team takes care of … • unexpected software and hardware failure • 24 X 365 days a year Support coverage Autonomous Warehouse Service ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 5. IBM ©2019 IBM Corporation 5 Out of the Box Secure Data Warehouse Securing your Data in the Cloud Transparent Data Encryption • All Data at Rest Encrypted • Secure key Management Secure Connectivity • SSL Encrypted Communication Fine Grained Access Control to Data • Ability to restrict access to data by Row and Column Data Masking • Data Masking for Sensitive data Role Based Security • Define access by role for users Database Usage Audit • Audit Facility for logging Access and Database Activities ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 6. IBM ©2019 IBM Corporation 6 Scalable with independent scaling of storage and compute Scale up your compute during peak demand Scale down your compute when demand falls Ramp up your data storage as you data needs grow Manage through Cloud or Automate through Rest API Flex One • Scale up SMP System • Compute • Storage • Small Warehouses and Data Marts Flex/Flex Performance • Scale up and Out MPP Shared Nothing Deployment • Compute • Storage Kubernetes HA node Kubernetes HA node Optional ready to take over HA Node Optional ready to take over HA Node Separate Storage Tier Separate Storage Tier ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 7. IBM ©2019 IBM Corporation 7 In-Memory Scale Up and Out Powered by IBM BLU Acceleration and DB2 Data Partitioning Column organized In-Memory Optimized Queriable Compression Data Skipping IBM BLU Acceleration-Blazing Fast Scale Out Data Sharding Solution Powered by IBM Db2 MPP Shared Nothing Partitioning Scale-up optimized for maximum query throughput ©2019 IBM Corporation
  • 8. IBM ©2019 IBM Corporation 8 Polyglot Persistence Powering Analytics in the Digital Age Supporting Analytics for all workloads and Business data • Optimized Polyglot Persistence of Data • Native Relational (Columnar, Row) • Spatial data and Functions • NoSQL Document (XML,JSON,BSON) • Market Leading Advanced Data Compression on all Data • Optimized NoSQL and SQL Access to Data • Store NoSQL Data and Query it Natively or via SQL • Federated access to data from RDBM and NoSQL Sources • Db2 Family, Spark, Postgres, MS SQL server, Oracle etc… • Able to Operate in Oracle Database Compatibility Mode ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 9. IBM ©2019 IBM Corporation 9 Supporting Mixed Workloads Supporting Analytics for all workloads and Business data Adaptive Workload Management • Ensures System Stability and Responsiveness • Enables Workload Prioritisation and Isolation • Implements Workload Governance and Monitoring Out of the Box IBM Db2 Warehouse balances resources between concurrent workloads to ensure system stability. It offers also the ability to tailor resource usage and prioritisation to different users or workloads with a flexible set of commands. For Example: Using the resource-sharing capability allows service classes to be assigned based on share of resources: create service class HIPRI soft resource shares 25 for workload type INTERACTIVE create service class ETL soft resource shares 25 for workload type BATCH create service class GENERAL soft resource shares 50 for workload type MIXED ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 10. IBM ©2019 IBM Corporation 10 Advanced Analytics Focus on the analytics. We’ll take care of the rest. Native Python Drivers • IBM Db2 Python Libraries available on Git Hub • Native Db2 Python Integration into Jupyter Notebooks • Simplified database access for Python developer Built in Analytical Functions • A range of Statistical and Analytical functions • Association Rules • ANOVA • K-Means • Regression • Naïve Bayes • And More Statistical and Modelling functions Spatial Analytics • Esri compatible Analytical functions for Spatial Analytics • Supporting Esri Data types such as GML ©2019 IBM Corporation http://www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/
  • 11. 11 Lift Data from File and Relational Systems such as Db2 / Oracle and SQL Server ©2019 IBM Corporation
  • 12. IBM Db2 Warehouse on Cloud autonomous, high performance, elastic-scale cloud data warehouse for the Enterprise For more Information Go to : www.ibm.com/demos/collection/IBM-Db2-Warehouse-on-Cloud/ ©2019 IBM Corporation