Data Management Strategy - Oracle
Transcript of Data Management Strategy - Oracle
Çetin Özbütün
Senior Vice President Oracle Database Server Technology
Data Management Strategy
Source: Gartner Critical Capabilities for Cloud DBMS for Operational Use Cases, Merv Adrian, Donald Feinberg, Rick Greenwald, Adam Ronthal, Henry Cook and Gartner Critical Capabilities for Cloud DBMS for Analytical Use Cases, Henry Cook, Donald Feinberg, Merv Adrian, Rick Greenwald, Adam Ronthal, November 2020
The Gartner documents are available upon request from Oracle. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings of other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved
Oracle Autonomous Database placed first for all four Operational Use Cases and first or second for all four Analytical Use Cases in 2020 Gartner Critical Capabilities for Cloud DBMS Reports
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Copyright © 2021, Oracle and/or its affiliates. All rights reserved.
Three Key Breakthroughs for Autonomous Database
True Cloud Elasticity
Broad Data Management
Platform
Fully Autonomous
ORACLE
AUTONOMOUS DATABASE
Initial Vision of Autonomous Database
No human labor means lower cost
GOAL - Remove need for systems/operational admin
No human error means better reliability and better security
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Running on Autonomous Database
Oracle Warehouse Management: Snapshot for 2020
5 Billion packages
55% faster order processing speeds
50% more warehouse users
expanded into 10 new industries
with 100% reduction in manual database
administration
and 0 downtime
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29 Regions Live, 9+ Planned; 6 Azure Interconnect Regions Oracle Cloud Infrastructure Global Footprint
SAN JO SE, CA
P H OENIX
CH I CAGO
ASH BURN
T O RONTO M O NTREAL
SANTIAGO
VI NHEDO SAO P AULO
NEWPORT AM ST ERDAM
FR ANKFURT
ZU RICH
LO NDON
SWEDEN
I T ALY FR ANCE
JEDDAH
I SR AEL
DU B AI
MU MBAI H Y DERABAD
SI NGAPORE
CH U NCHEON
SEO U L T O KYO O SAK A
JO H ANNESBURG
SY DNEY
MELBOURNE
Com mercial
Com mercial Planned
Government
Government Planned
Mi crosoft Interconnect Azure
SAU DI 2
U AE 2
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Oracle Autonomous Database: Available On-Premises and In the Cloud
Public Cloud Cloud @ Customer Dedicated Region
Cloud @ Customer
Deployment Options
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Three Key Breakthroughs for Autonomous Database
True Cloud Elasticity
Broad Data Management Platform
Fully Autonomous
ORACLE
AUTONOMOUS DATABASE
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Size to the exact number of OCPU’s and TB’s required
• Not constrained by fixed building blocks or ‘t-shirt’ sizes
• Simple incremental growth
Automatically scale for changing workloads
• Auto-scaling instantaneously adjusts CPU and IO resources based on
workload requirements
Shut off compute for idle systems
• Restart instantly
Fully Elastic: Pay for What you Use
Copyright © 2021, Oracle and/or its affiliates. All rights reserved.
Three Key Breakthroughs for Autonomous Database
True Cloud Elasticity
Broad Data Management Platform
Fully Autonomous
ORACLE
AUTONOMOUS DATABASE
Copyright © 2021, Oracle and/or its affiliates. All rights reserved.
Run Single-Purpose Proprietary database for
each data type and workload
Oracle Strategy Amazon and Niche DB Vendors
Run Converged, Open, Oracle database for multiple data
types and workloads
Amazon Aurora
Amazon DocumentDB
Amazon DynamoDB
Amazon
Neptune Amazon Quantum Ledger Database
Amazon
RedShift
Amazon Timestream
Amazon
ElastiCache
Contrasting Database Architecture Strategies
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Autonomous Database | Optimized by Workload
Autonomous
Transaction Processing
Data Warehouse,
Data Mart, Data Lake
Autonomous
Data Warehouse
Transactions,
Batch, Reporting
ORACLE AUTONOMOUS
DATABASE
Autonomous
JSON Database
Fast, Easy, Low-Cost
JSON Data
APEX Application
Development Service
Fast, Easy, Low-Cost
Low-Code AppDev
New New
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0
10000
20000
30000
40000
50000
60000
70000
80000
YCSB-4M Documents
Faster than MongoDB and AWS DocumentDB on YCSB Benchmark
Comparing | JSON Performance in Oracle Database
Autonomous JSON Database with 8 OCPUs compared to: MongoDB Atlas on M60, AWS DocumentDB on R4.4xlarge
Source of MongoDB and AWS DocumentDB results:
https://www.mongodb.com/atlas-vs-amazon-documentdb/performance as of 8/12/2020
More details at https://www.oracle.com/autonomous-database/autonomous-json-database/
Oracle
MongoDB
AWS
Opera
tions p
er
Second
50% reads / 75% reads / 95% reads / 50% writes 25% writes 5% writes
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10000
20000
30000
40000
50000
60000
70000
80000
YCSB-81M Documents
Opera
tions p
er
Second
50% reads / 75% reads / 95% reads / 50% writes 25% writes 5% writes
Oracle
MongoDB
AWS
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Goal:
• Help Data Analysts and Data Scientists to use Autonomous Database to more easily gain insights into their data
Solution:
• Extend Autonomous Database for:
• Data ingestion and transformations
• Business modelling and analysis
• Machine learning and automatic insights
Extend Autonomous Database to help more people get insights into their data
Autonomous Database automates almost all database administration
Autonomous Database does not automate tasks for Data Engineers, Data Analysts, or Data Scientists
✓
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New Autonomous Database Architecture
Data
Sources
Visualization &
Development
Oracle ML Notebook
Oracle Analytics Cloud
3rd Party BI Tools
Applications
Databases
CSV {…}
Files
Automatic
Insights
Data
Transforms APEX: Data-Driven
AppDev
Machine
Learning
Business
Models
New
New
New
Graph
Application Express
Spreadsheets
IDEs
Data Lake
Streaming Services
GoldenGate
Enhanced
Enhanced
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