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Oracle
OpenWorld &
CodeOne
Review
Pillar 1: Data
Data on OCI
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 1
Lucas Jellema, CTO of AMIS
Fall 2018
#oowamis
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 2
OLTP
The Oracle Database
• Managed Cloud offerings based on Open Source Datastores
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 350 Shades of Data 3
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 4
Quick Overview
• Oracle Database 18c (18.3) available in the cloud and on premises
• Now also as RPM install on Linux
• Oracle Database 19c is in beta
• Expected release “near end of calenda year (2018)”
• Big feature: Automatic Index Creation
• Autonomous Database Cloud services – live today
• Autonomous Data Warehouse
• Autonomous Transaction Processing
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 5
Cloud and Software
Engineered to Work Together
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 6
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 7
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
What is the Autonomous Database Cloud?
Autonomous
Database
=
Database-Optimized
Infrastructure as a Service
Expanded Database
Automation
+ +
Policy-driven
Workload Optimization
and Machine Learning
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 8
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 9
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 10
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Autonomous Database Key Attributes
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis
Goal - Eliminate human labor/opportunity for error
Self-Driving
Automates all database and
infrastructure
management, monitoring,
tuning
Self-Securing
Protects from both
external attacks and
malicious internal users
Self-Repairing
Protects from all
downtime including
planned maintenance
11
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 12
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 13
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 14
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 15
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 16
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 17
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 18
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 19
Autonomous
only for Database
and Data Warehouse
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 20
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 21
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 22
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 23
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 24
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 25
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 26
SQL on Kafka
• Oracle Database works with
Kafka Topics as “external table”
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 27
• Publishing from Oracle
Database to a Kafka Topic is
on the roadmap for v2
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 28
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 29
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 30
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 31
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 32
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 33
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 34
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 35
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 36
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 37
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 38
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 39
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Self-Securing
Autonomous
Database
Automated
Patching &
Upgrades
Separation of
Duties &
Auditing
Encrypted by
Default
At Rest & In Motion
Robust Baseline Security Posture
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 40
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• Very large Oracle
customer with more than
15,000 databases
– 4 quarterly patches per year
– Average of 45 minutes per
database to apply the
patches (0.75 hours)
– 4*.75*15,000 = 45,000
hours per year spent in
patching*
– 22 skilled DBAs required
JUST to apply patches!
* Does not include OS patches
• SMB Oracle customer
with 20 databases
• 4 quarterly patches per
year
• Average of 45 minutes
per database to apply the
patches (0.75 hours)
• 4*.75*20 = 60 hours per
year spent on patching
• More than a week just to
keep up with patches!
The high cost of patching
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 41
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• of [database]
cyberattacks are on databases that
administrators have failed to patch
for more than 9 months
– Mark Hurd, CEO Oracle
•
cost to Experian of last year’s data
breach, blamed on an unpatched
vulnerability in Apache Struts
The exorbitant cost of NOT patching
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 42
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• Security patches applied every
quarter
– Patching can also occur off-cycle if a
zero-day exploit is discovered
• Patches are applied without
application downtime – further
reducing the cost of patching
Autonomous Database Security – Patching is automatic
Annual Patching costs: $0.00
Manpower required for patching: 0
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 43
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• Encryption for Data at Rest
– Automatically configured – all
application data is encrypted within
the database
– Database Backups are also encrypted
• Encryption for Data in Motion
– Automatically configured – all network
access is encrypted to and from the
database
– Choice of two methods
• Oracle Native Network Encryption
• Transport Layer Security (TLS) v1.2 (default)
Autonomous Database Security - Encryption at rest & in motion
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 44
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• No access to the Database Node or
File system
• Service Administration (by Oracle)
isolated from Database use and
administration (service consumer)
– Multi-Tenant
– Database Vault
• Database Vault Operations Control later this
year
Autonomous Database Separation of Duties
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 45
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
• Automation
– Most Database Administration tasks
fully automated
– Zero human interaction reduces
opportunities for human error
• Service-appropriate Restrictions
– Service Consumers not allowed to run
many Oracle Database administrative
commands and parameters
– Remove the ability to inadvertently
damage or impact performance
Controlling Human Error
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 46
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 47
Database Multilingual Engine
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 48
Time for another Smile!
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 49
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 50
Oracle Database XE – eXpress Edition
• Current version until very recently: XE 11gR2
• Available since October 2018: XE 18c, with yearly releases (19c, 20c, …)
• All functionality of single instance Oracle Database Enterprise Edition plus Options
• (including R, Databse Vault, Machine Learning, Spatial, Compression,
Multi Tenant – for 3 PDBs, Partitioning)
• Code and Data Compatible with other editions – including plug/unplug
• Resource Limitations for 18c:
• 2 CPUs
• 2 GB of memory
• 12 GB of disk space (using Compression effectively 40 GB of data)
• No patches or support
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 51
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 52
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 53
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 54
From Data to Actionable Intelligence
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 55
Database 12, 18, 19
• Who is using Sharding?
• China Telecom, Dyn DNS
• Who is using Multitenant?
• EBS not yet – but will take on 19c
• ATP is based on 19c
• Lacks some capabilities – enterprise R, file system or O/S access, stored
java
• ADWCS is 12.2 plus 18c plus 19c bits
• Autonomous (cloud and on premises; evolution of features, no revolution):
• Index Generation
• NetSuite (and others)
• Other features?
• XE 18c
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 56
Reference Architecture for Data Driven organizations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 57
OLTP
IoT
Social
Analytics
Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 58
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 59
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 60
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 61
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 62
Reference Architecture for Data Driven organizations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 63
OLTP
IoT
Social
Analytics
Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 64
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 65
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 66
Reference Architecture for Data Driven organizations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 67
OLTP
IoT
Social
Analytics
Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 68
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 69
Connect to More Data
70
Oracle Analytics Cloud
• Analytics & Reporting
• Data Visualization
• Essbase
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis
Oracle Analytics Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 72
Scale your Analytics!
73
Oracle
Analytics Cloud
Autonomous
Data Warehouse Cloud
Data Integration
Platform Cloud
Big Data Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 74
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 75
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 76
Data Prepare Recommendations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 77
Transformation Examples Enrichment Examples
Data Flows for Extract-Prepare-Load (into Data Visualization Store)
You can branch a data flow into multiple connections to downstream nodes, which creates
multiple outputs from a data flow. For example, you can create a data flow from a sales
transactions data set, then branch and save the data into multiple data sets based on the region
of the sales transaction, such as west and east coast regions.
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 78
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 79
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 80
Essbase
EPM-PBCS
EPM-EPBCS
EPM-FCCS
EPM-EPRCS
EPM-FCCS-2
EPM-PCMCS
EPM-TRCS
EPM-EDM
FA-ERP
FA-CRM
FA-Projects
FA-Quota
FA-Cost
OAC
Essbase
OAC-DV
Data Flow
OAC
Data Lake
Exalytics On-Premise
11g
On-Premise
12c
OAC-DV
write back, ML
OAC-DV
CXO Dashboard
OAC-Essbase
Partners Cubus,
Dodeca
Who Uses Essbase?
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 81
DV Integration: Visualization and Write-back
• Create an Essbase Cube as a target of DV Data Flow
• Load data into an Essbase Cube and quickly analyze it
• Visualize Essbase cubes in DV
• Perform “Write-back” to an Essbase Cube from the DV Interface
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |Copyright © 2017, Oracle and/or its affiliates. All rights reserved. 82
Data Science and Essbase and Oracle Data Studio
What is a notebook in data science?
The notebook interface addresses the inherent communication
challenges in data science by leveraging a style of programming
called Literate Programming. Literate Programming is a
paradigm in which modular blocks of code are interwoven with
blocks of supplementary context and explanation for that code
• Reference: https://blog.modeanalytics.com/data-science-notebook-
love-story/
Popular Notebooks
• Jupyter and Apache Zeppelin
Notebooks are browser plugins. Allows you
to mix formatted text with Python or Java
or SQL code
Today, Data Scientists use Notebooks for
their analysis using browser
Data Studio from Oracle Labs
• Oracle Data studio supports notebook and is now part of Essbase in OAC
• We created Python packages that allows you to invoke Essbase API from Data Studio Notebook
• Data Scientists -- from Essbase UI -- can now use Essbase cubes and their data in their notebooks for their
analysis and share those notebooks with their colleagues
• Oracle Data studio provides rich visualization capabilities which you can apply on top of Essbase data
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Reference Architecture for Data Driven organizations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 83
OLTP
IoT
Social
Analytics
Cloud
But wait – there is more…
Autonomous Data Warehouse [Cloud]
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 84
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 85
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 86
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 87
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 88
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 89
Reference Architecture for Data Driven organizations
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 90
OLTP
IoT
Social
Analytics
Cloud
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 91
Spark SQL wins
over Hive
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 92
DataScience.com – acquisition Spring 2018
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 93
Collborative Notebooks & Curated Runtime Environments
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 94
Forrester Wave
• On notebook-based
predictive analytics and
machine learning
solutions
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 95
95/278
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 96
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 97
Enterprise Data
consolidated in Cloud
Data lakes
• HDFS, Object storage
SQL on Hadoop is not
enough for B.I and
business users
Need fast visualization
directly on datalakes
Need open data
management platforms (
Spark )
Fast Analytics on Data Lakes – Key Drivers
Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 98
Define business
dimensions, metrics,
hierarchies and semantics
Analytics,
Visualization
Data science/ML
99
What is SNAP?
High Performance
Indexer and
Query Optimizer
Legacy DW
Financial ERP
Sales CRM
Social Data
IoT Data
Data Sources: Users:ManageModel Analyze & Visualize
LOB
Analysts
Data Scientists
Developers
Confidential – Oracle Internal
Spark
SQL
SNAP Engine
Data
Lake
InMemorySNAPSegments Review of Oracle OpenWorld & CodeOne 2018 - #oowamis

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AMIS Oracle OpenWorld & CodeOne Review - Pillar 1 - Data (5 november 2018)

  • 1. Oracle OpenWorld & CodeOne Review Pillar 1: Data Data on OCI Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 1 Lucas Jellema, CTO of AMIS Fall 2018 #oowamis
  • 2. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 2 OLTP
  • 3. The Oracle Database • Managed Cloud offerings based on Open Source Datastores Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 350 Shades of Data 3
  • 4. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 4
  • 5. Quick Overview • Oracle Database 18c (18.3) available in the cloud and on premises • Now also as RPM install on Linux • Oracle Database 19c is in beta • Expected release “near end of calenda year (2018)” • Big feature: Automatic Index Creation • Autonomous Database Cloud services – live today • Autonomous Data Warehouse • Autonomous Transaction Processing Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 5
  • 6. Cloud and Software Engineered to Work Together Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 6
  • 7. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 7
  • 8. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | What is the Autonomous Database Cloud? Autonomous Database = Database-Optimized Infrastructure as a Service Expanded Database Automation + + Policy-driven Workload Optimization and Machine Learning Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 8
  • 9. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 9
  • 10. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 10
  • 11. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Oracle Autonomous Database Key Attributes Review of Oracle OpenWorld & CodeOne 2018 - #oowamis Goal - Eliminate human labor/opportunity for error Self-Driving Automates all database and infrastructure management, monitoring, tuning Self-Securing Protects from both external attacks and malicious internal users Self-Repairing Protects from all downtime including planned maintenance 11
  • 12. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 12
  • 13. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 13
  • 14. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 14
  • 15. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 15
  • 16. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 16
  • 17. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 17
  • 18. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 18
  • 19. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 19
  • 20. Autonomous only for Database and Data Warehouse Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 20
  • 21. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 21
  • 22. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 22
  • 23. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 23
  • 24. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 24
  • 25. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 25
  • 26. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 26
  • 27. SQL on Kafka • Oracle Database works with Kafka Topics as “external table” Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 27 • Publishing from Oracle Database to a Kafka Topic is on the roadmap for v2
  • 28. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 28
  • 29. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 29
  • 30. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 30
  • 31. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 31
  • 32. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 32
  • 33. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 33
  • 34. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 34
  • 35. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 35
  • 36. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 36
  • 37. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 37
  • 38. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 38
  • 39. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 39
  • 40. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Self-Securing Autonomous Database Automated Patching & Upgrades Separation of Duties & Auditing Encrypted by Default At Rest & In Motion Robust Baseline Security Posture Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 40
  • 41. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • Very large Oracle customer with more than 15,000 databases – 4 quarterly patches per year – Average of 45 minutes per database to apply the patches (0.75 hours) – 4*.75*15,000 = 45,000 hours per year spent in patching* – 22 skilled DBAs required JUST to apply patches! * Does not include OS patches • SMB Oracle customer with 20 databases • 4 quarterly patches per year • Average of 45 minutes per database to apply the patches (0.75 hours) • 4*.75*20 = 60 hours per year spent on patching • More than a week just to keep up with patches! The high cost of patching Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 41
  • 42. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • of [database] cyberattacks are on databases that administrators have failed to patch for more than 9 months – Mark Hurd, CEO Oracle • cost to Experian of last year’s data breach, blamed on an unpatched vulnerability in Apache Struts The exorbitant cost of NOT patching Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 42
  • 43. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • Security patches applied every quarter – Patching can also occur off-cycle if a zero-day exploit is discovered • Patches are applied without application downtime – further reducing the cost of patching Autonomous Database Security – Patching is automatic Annual Patching costs: $0.00 Manpower required for patching: 0 Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 43
  • 44. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • Encryption for Data at Rest – Automatically configured – all application data is encrypted within the database – Database Backups are also encrypted • Encryption for Data in Motion – Automatically configured – all network access is encrypted to and from the database – Choice of two methods • Oracle Native Network Encryption • Transport Layer Security (TLS) v1.2 (default) Autonomous Database Security - Encryption at rest & in motion Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 44
  • 45. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • No access to the Database Node or File system • Service Administration (by Oracle) isolated from Database use and administration (service consumer) – Multi-Tenant – Database Vault • Database Vault Operations Control later this year Autonomous Database Separation of Duties Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 45
  • 46. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | • Automation – Most Database Administration tasks fully automated – Zero human interaction reduces opportunities for human error • Service-appropriate Restrictions – Service Consumers not allowed to run many Oracle Database administrative commands and parameters – Remove the ability to inadvertently damage or impact performance Controlling Human Error Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 46
  • 47. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 47
  • 48. Database Multilingual Engine Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 48
  • 49. Time for another Smile! Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 49
  • 50. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 50
  • 51. Oracle Database XE – eXpress Edition • Current version until very recently: XE 11gR2 • Available since October 2018: XE 18c, with yearly releases (19c, 20c, …) • All functionality of single instance Oracle Database Enterprise Edition plus Options • (including R, Databse Vault, Machine Learning, Spatial, Compression, Multi Tenant – for 3 PDBs, Partitioning) • Code and Data Compatible with other editions – including plug/unplug • Resource Limitations for 18c: • 2 CPUs • 2 GB of memory • 12 GB of disk space (using Compression effectively 40 GB of data) • No patches or support Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 51
  • 52. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 52
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  • 54. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 54
  • 55. From Data to Actionable Intelligence Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 55
  • 56. Database 12, 18, 19 • Who is using Sharding? • China Telecom, Dyn DNS • Who is using Multitenant? • EBS not yet – but will take on 19c • ATP is based on 19c • Lacks some capabilities – enterprise R, file system or O/S access, stored java • ADWCS is 12.2 plus 18c plus 19c bits • Autonomous (cloud and on premises; evolution of features, no revolution): • Index Generation • NetSuite (and others) • Other features? • XE 18c Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 56
  • 57. Reference Architecture for Data Driven organizations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 57 OLTP IoT Social Analytics Cloud
  • 58. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 58
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  • 63. Reference Architecture for Data Driven organizations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 63 OLTP IoT Social Analytics Cloud
  • 64. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 64
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  • 67. Reference Architecture for Data Driven organizations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 67 OLTP IoT Social Analytics Cloud
  • 68. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 68
  • 69. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 69
  • 70. Connect to More Data 70 Oracle Analytics Cloud • Analytics & Reporting • Data Visualization • Essbase Review of Oracle OpenWorld & CodeOne 2018 - #oowamis
  • 71. Oracle Analytics Cloud Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 72
  • 72. Scale your Analytics! 73 Oracle Analytics Cloud Autonomous Data Warehouse Cloud Data Integration Platform Cloud Big Data Cloud Review of Oracle OpenWorld & CodeOne 2018 - #oowamis
  • 73. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 74
  • 74. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 75
  • 75. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 76
  • 76. Data Prepare Recommendations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 77 Transformation Examples Enrichment Examples
  • 77. Data Flows for Extract-Prepare-Load (into Data Visualization Store) You can branch a data flow into multiple connections to downstream nodes, which creates multiple outputs from a data flow. For example, you can create a data flow from a sales transactions data set, then branch and save the data into multiple data sets based on the region of the sales transaction, such as west and east coast regions. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 78
  • 78. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 79
  • 79. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 80 Essbase EPM-PBCS EPM-EPBCS EPM-FCCS EPM-EPRCS EPM-FCCS-2 EPM-PCMCS EPM-TRCS EPM-EDM FA-ERP FA-CRM FA-Projects FA-Quota FA-Cost OAC Essbase OAC-DV Data Flow OAC Data Lake Exalytics On-Premise 11g On-Premise 12c OAC-DV write back, ML OAC-DV CXO Dashboard OAC-Essbase Partners Cubus, Dodeca Who Uses Essbase?
  • 80. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 81 DV Integration: Visualization and Write-back • Create an Essbase Cube as a target of DV Data Flow • Load data into an Essbase Cube and quickly analyze it • Visualize Essbase cubes in DV • Perform “Write-back” to an Essbase Cube from the DV Interface
  • 81. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |Copyright © 2017, Oracle and/or its affiliates. All rights reserved. 82 Data Science and Essbase and Oracle Data Studio What is a notebook in data science? The notebook interface addresses the inherent communication challenges in data science by leveraging a style of programming called Literate Programming. Literate Programming is a paradigm in which modular blocks of code are interwoven with blocks of supplementary context and explanation for that code • Reference: https://blog.modeanalytics.com/data-science-notebook- love-story/ Popular Notebooks • Jupyter and Apache Zeppelin Notebooks are browser plugins. Allows you to mix formatted text with Python or Java or SQL code Today, Data Scientists use Notebooks for their analysis using browser Data Studio from Oracle Labs • Oracle Data studio supports notebook and is now part of Essbase in OAC • We created Python packages that allows you to invoke Essbase API from Data Studio Notebook • Data Scientists -- from Essbase UI -- can now use Essbase cubes and their data in their notebooks for their analysis and share those notebooks with their colleagues • Oracle Data studio provides rich visualization capabilities which you can apply on top of Essbase data
  • 82. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Reference Architecture for Data Driven organizations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 83 OLTP IoT Social Analytics Cloud
  • 83. But wait – there is more… Autonomous Data Warehouse [Cloud] Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 84
  • 84. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 85
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  • 89. Reference Architecture for Data Driven organizations Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 90 OLTP IoT Social Analytics Cloud
  • 90. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 91 Spark SQL wins over Hive
  • 91. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 92
  • 92. DataScience.com – acquisition Spring 2018 Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 93
  • 93. Collborative Notebooks & Curated Runtime Environments Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 94
  • 94. Forrester Wave • On notebook-based predictive analytics and machine learning solutions Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 95 95/278
  • 95. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 96
  • 96. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 97 Enterprise Data consolidated in Cloud Data lakes • HDFS, Object storage SQL on Hadoop is not enough for B.I and business users Need fast visualization directly on datalakes Need open data management platforms ( Spark ) Fast Analytics on Data Lakes – Key Drivers
  • 97. Review of Oracle OpenWorld & CodeOne 2018 - #oowamis 98
  • 98. Define business dimensions, metrics, hierarchies and semantics Analytics, Visualization Data science/ML 99 What is SNAP? High Performance Indexer and Query Optimizer Legacy DW Financial ERP Sales CRM Social Data IoT Data Data Sources: Users:ManageModel Analyze & Visualize LOB Analysts Data Scientists Developers Confidential – Oracle Internal Spark SQL SNAP Engine Data Lake InMemorySNAPSegments Review of Oracle OpenWorld & CodeOne 2018 - #oowamis